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3 * @license lucide-react v0.462.0 - ISC
4 *
5 * This source code is licensed under the ISC license.
6 * See the LICENSE file in the root directory of this source tree.
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8 * @license lucide-react v0.462.0 - ISC
9 *
10 * This source code is licensed under the ISC license.
11 * See the LICENSE file in the root directory of this source tree.
12 */var YE={xmlns:"http://www.w3.org/2000/svg",width:24,height:24,viewBox:"0 0 24 24",fill:"none",stroke:"currentColor",strokeWidth:2,strokeLinecap:"round",strokeLinejoin:"round"};/**
13 * @license lucide-react v0.462.0 - ISC
14 *
15 * This source code is licensed under the ISC license.
16 * See the LICENSE file in the root directory of this source tree.
17 */const ZE=E.forwardRef(({color:e="currentColor",size:t=24,strokeWidth:n=2,absoluteStrokeWidth:r,className:i="",children:s,iconNode:a,...o},l)=>E.createElement("svg",{ref:l,...YE,width:t,height:t,stroke:e,strokeWidth:r?Number(n)*24/Number(t):n,className:N1("lucide",i),...o},[...a.map(([u,c])=>E.createElement(u,c)),...Array.isArray(s)?s:[s]]));/**
18 * @license lucide-react v0.462.0 - ISC
19 *
20 * This source code is licensed under the ISC license.
21 * See the LICENSE file in the root directory of this source tree.
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23 * @license lucide-react v0.462.0 - ISC
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25 * This source code is licensed under the ISC license.
26 * See the LICENSE file in the root directory of this source tree.
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28 * @license lucide-react v0.462.0 - ISC
29 *
30 * This source code is licensed under the ISC license.
31 * See the LICENSE file in the root directory of this source tree.
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33 * @license lucide-react v0.462.0 - ISC
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38 * @license lucide-react v0.462.0 - ISC
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40 * This source code is licensed under the ISC license.
41 * See the LICENSE file in the root directory of this source tree.
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43 * @license lucide-react v0.462.0 - ISC
44 *
45 * This source code is licensed under the ISC license.
46 * See the LICENSE file in the root directory of this source tree.
47 */const t_=Ae("ChartColumn",[["path",{d:"M3 3v16a2 2 0 0 0 2 2h16",key:"c24i48"}],["path",{d:"M18 17V9",key:"2bz60n"}],["path",{d:"M13 17V5",key:"1frdt8"}],["path",{d:"M8 17v-3",key:"17ska0"}]]);/**
48 * @license lucide-react v0.462.0 - ISC
49 *
50 * This source code is licensed under the ISC license.
51 * See the LICENSE file in the root directory of this source tree.
52 */const n_=Ae("Check",[["path",{d:"M20 6 9 17l-5-5",key:"1gmf2c"}]]);/**
53 * @license lucide-react v0.462.0 - ISC
54 *
55 * This source code is licensed under the ISC license.
56 * See the LICENSE file in the root directory of this source tree.
57 */const _f=Ae("ChevronDown",[["path",{d:"m6 9 6 6 6-6",key:"qrunsl"}]]);/**
58 * @license lucide-react v0.462.0 - ISC
59 *
60 * This source code is licensed under the ISC license.
61 * See the LICENSE file in the root directory of this source tree.
62 */const r_=Ae("Clock",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["polyline",{points:"12 6 12 12 16 14",key:"68esgv"}]]);/**
63 * @license lucide-react v0.462.0 - ISC
64 *
65 * This source code is licensed under the ISC license.
66 * See the LICENSE file in the root directory of this source tree.
67 */const i_=Ae("Cog",[["path",{d:"M12 20a8 8 0 1 0 0-16 8 8 0 0 0 0 16Z",key:"sobvz5"}],["path",{d:"M12 14a2 2 0 1 0 0-4 2 2 0 0 0 0 4Z",key:"11i496"}],["path",{d:"M12 2v2",key:"tus03m"}],["path",{d:"M12 22v-2",key:"1osdcq"}],["path",{d:"m17 20.66-1-1.73",key:"eq3orb"}],["path",{d:"M11 10.27 7 3.34",key:"16pf9h"}],["path",{d:"m20.66 17-1.73-1",key:"sg0v6f"}],["path",{d:"m3.34 7 1.73 1",key:"1ulond"}],["path",{d:"M14 12h8",key:"4f43i9"}],["path",{d:"M2 12h2",key:"1t8f8n"}],["path",{d:"m20.66 7-1.73 1",key:"1ow05n"}],["path",{d:"m3.34 17 1.73-1",key:"nuk764"}],["path",{d:"m17 3.34-1 1.73",key:"2wel8s"}],["path",{d:"m11 13.73-4 6.93",key:"794ttg"}]]);/**
68 * @license lucide-react v0.462.0 - ISC
69 *
70 * This source code is licensed under the ISC license.
71 * See the LICENSE file in the root directory of this source tree.
72 */const s_=Ae("Cookie",[["path",{d:"M12 2a10 10 0 1 0 10 10 4 4 0 0 1-5-5 4 4 0 0 1-5-5",key:"laymnq"}],["path",{d:"M8.5 8.5v.01",key:"ue8clq"}],["path",{d:"M16 15.5v.01",key:"14dtrp"}],["path",{d:"M12 12v.01",key:"u5ubse"}],["path",{d:"M11 17v.01",key:"1hyl5a"}],["path",{d:"M7 14v.01",key:"uct60s"}]]);/**
73 * @license lucide-react v0.462.0 - ISC
74 *
75 * This source code is licensed under the ISC license.
76 * See the LICENSE file in the root directory of this source tree.
77 */const $1=Ae("Database",[["ellipse",{cx:"12",cy:"5",rx:"9",ry:"3",key:"msslwz"}],["path",{d:"M3 5V19A9 3 0 0 0 21 19V5",key:"1wlel7"}],["path",{d:"M3 12A9 3 0 0 0 21 12",key:"mv7ke4"}]]);/**
78 * @license lucide-react v0.462.0 - ISC
79 *
80 * This source code is licensed under the ISC license.
81 * See the LICENSE file in the root directory of this source tree.
82 */const a_=Ae("ExternalLink",[["path",{d:"M15 3h6v6",key:"1q9fwt"}],["path",{d:"M10 14 21 3",key:"gplh6r"}],["path",{d:"M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6",key:"a6xqqp"}]]);/**
83 * @license lucide-react v0.462.0 - ISC
84 *
85 * This source code is licensed under the ISC license.
86 * See the LICENSE file in the root directory of this source tree.
87 */const D1=Ae("FileText",[["path",{d:"M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7Z",key:"1rqfz7"}],["path",{d:"M14 2v4a2 2 0 0 0 2 2h4",key:"tnqrlb"}],["path",{d:"M10 9H8",key:"b1mrlr"}],["path",{d:"M16 13H8",key:"t4e002"}],["path",{d:"M16 17H8",key:"z1uh3a"}]]);/**
88 * @license lucide-react v0.462.0 - ISC
89 *
90 * This source code is licensed under the ISC license.
91 * See the LICENSE file in the root directory of this source tree.
92 */const o_=Ae("Filter",[["polygon",{points:"22 3 2 3 10 12.46 10 19 14 21 14 12.46 22 3",key:"1yg77f"}]]);/**
93 * @license lucide-react v0.462.0 - ISC
94 *
95 * This source code is licensed under the ISC license.
96 * See the LICENSE file in the root directory of this source tree.
97 */const F1=Ae("GraduationCap",[["path",{d:"M21.42 10.922a1 1 0 0 0-.019-1.838L12.83 5.18a2 2 0 0 0-1.66 0L2.6 9.08a1 1 0 0 0 0 1.832l8.57 3.908a2 2 0 0 0 1.66 0z",key:"j76jl0"}],["path",{d:"M22 10v6",key:"1lu8f3"}],["path",{d:"M6 12.5V16a6 3 0 0 0 12 0v-3.5",key:"1r8lef"}]]);/**
98 * @license lucide-react v0.462.0 - ISC
99 *
100 * This source code is licensed under the ISC license.
101 * See the LICENSE file in the root directory of this source tree.
102 */const l_=Ae("Info",[["circle",{cx:"12",cy:"12",r:"10",key:"1mglay"}],["path",{d:"M12 16v-4",key:"1dtifu"}],["path",{d:"M12 8h.01",key:"e9boi3"}]]);/**
103 * @license lucide-react v0.462.0 - ISC
104 *
105 * This source code is licensed under the ISC license.
106 * See the LICENSE file in the root directory of this source tree.
107 */const kf=Ae("Layers",[["path",{d:"m12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83Z",key:"8b97xw"}],["path",{d:"m22 17.65-9.17 4.16a2 2 0 0 1-1.66 0L2 17.65",key:"dd6zsq"}],["path",{d:"m22 12.65-9.17 4.16a2 2 0 0 1-1.66 0L2 12.65",key:"ep9fru"}]]);/**
108 * @license lucide-react v0.462.0 - ISC
109 *
110 * This source code is licensed under the ISC license.
111 * See the LICENSE file in the root directory of this source tree.
112 */const u_=Ae("Linkedin",[["path",{d:"M16 8a6 6 0 0 1 6 6v7h-4v-7a2 2 0 0 0-2-2 2 2 0 0 0-2 2v7h-4v-7a6 6 0 0 1 6-6z",key:"c2jq9f"}],["rect",{width:"4",height:"12",x:"2",y:"9",key:"mk3on5"}],["circle",{cx:"4",cy:"4",r:"2",key:"bt5ra8"}]]);/**
113 * @license lucide-react v0.462.0 - ISC
114 *
115 * This source code is licensed under the ISC license.
116 * See the LICENSE file in the root directory of this source tree.
117 */const cg=Ae("LoaderCircle",[["path",{d:"M21 12a9 9 0 1 1-6.219-8.56",key:"13zald"}]]);/**
118 * @license lucide-react v0.462.0 - ISC
119 *
120 * This source code is licensed under the ISC license.
121 * See the LICENSE file in the root directory of this source tree.
122 */const Cf=Ae("Mail",[["rect",{width:"20",height:"16",x:"2",y:"4",rx:"2",key:"18n3k1"}],["path",{d:"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7",key:"1ocrg3"}]]);/**
123 * @license lucide-react v0.462.0 - ISC
124 *
125 * This source code is licensed under the ISC license.
126 * See the LICENSE file in the root directory of this source tree.
127 */const c_=Ae("Maximize2",[["polyline",{points:"15 3 21 3 21 9",key:"mznyad"}],["polyline",{points:"9 21 3 21 3 15",key:"1avn1i"}],["line",{x1:"21",x2:"14",y1:"3",y2:"10",key:"ota7mn"}],["line",{x1:"3",x2:"10",y1:"21",y2:"14",key:"1atl0r"}]]);/**
128 * @license lucide-react v0.462.0 - ISC
129 *
130 * This source code is licensed under the ISC license.
131 * See the LICENSE file in the root directory of this source tree.
132 */const d_=Ae("Menu",[["line",{x1:"4",x2:"20",y1:"12",y2:"12",key:"1e0a9i"}],["line",{x1:"4",x2:"20",y1:"6",y2:"6",key:"1owob3"}],["line",{x1:"4",x2:"20",y1:"18",y2:"18",key:"yk5zj1"}]]);/**
133 * @license lucide-react v0.462.0 - ISC
134 *
135 * This source code is licensed under the ISC license.
136 * See the LICENSE file in the root directory of this source tree.
137 */const p_=Ae("MessageSquare",[["path",{d:"M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z",key:"1lielz"}]]);/**
138 * @license lucide-react v0.462.0 - ISC
139 *
140 * This source code is licensed under the ISC license.
141 * See the LICENSE file in the root directory of this source tree.
142 */const m_=Ae("MicOff",[["line",{x1:"2",x2:"22",y1:"2",y2:"22",key:"a6p6uj"}],["path",{d:"M18.89 13.23A7.12 7.12 0 0 0 19 12v-2",key:"80xlxr"}],["path",{d:"M5 10v2a7 7 0 0 0 12 5",key:"p2k8kg"}],["path",{d:"M15 9.34V5a3 3 0 0 0-5.68-1.33",key:"1gzdoj"}],["path",{d:"M9 9v3a3 3 0 0 0 5.12 2.12",key:"r2i35w"}],["line",{x1:"12",x2:"12",y1:"19",y2:"22",key:"x3vr5v"}]]);/**
143 * @license lucide-react v0.462.0 - ISC
144 *
145 * This source code is licensed under the ISC license.
146 * See the LICENSE file in the root directory of this source tree.
147 */const rd=Ae("Mic",[["path",{d:"M12 2a3 3 0 0 0-3 3v7a3 3 0 0 0 6 0V5a3 3 0 0 0-3-3Z",key:"131961"}],["path",{d:"M19 10v2a7 7 0 0 1-14 0v-2",key:"1vc78b"}],["line",{x1:"12",x2:"12",y1:"19",y2:"22",key:"x3vr5v"}]]);/**
148 * @license lucide-react v0.462.0 - ISC
149 *
150 * This source code is licensed under the ISC license.
151 * See the LICENSE file in the root directory of this source tree.
152 */const f_=Ae("MoveHorizontal",[["path",{d:"m18 8 4 4-4 4",key:"1ak13k"}],["path",{d:"M2 12h20",key:"9i4pu4"}],["path",{d:"m6 8-4 4 4 4",key:"15zrgr"}]]);/**
153 * @license lucide-react v0.462.0 - ISC
154 *
155 * This source code is licensed under the ISC license.
156 * See the LICENSE file in the root directory of this source tree.
157 */const h_=Ae("PackageCheck",[["path",{d:"m16 16 2 2 4-4",key:"gfu2re"}],["path",{d:"M21 10V8a2 2 0 0 0-1-1.73l-7-4a2 2 0 0 0-2 0l-7 4A2 2 0 0 0 3 8v8a2 2 0 0 0 1 1.73l7 4a2 2 0 0 0 2 0l2-1.14",key:"e7tb2h"}],["path",{d:"m7.5 4.27 9 5.15",key:"1c824w"}],["polyline",{points:"3.29 7 12 12 20.71 7",key:"ousv84"}],["line",{x1:"12",x2:"12",y1:"22",y2:"12",key:"a4e8g8"}]]);/**
158 * @license lucide-react v0.462.0 - ISC
159 *
160 * This source code is licensed under the ISC license.
161 * See the LICENSE file in the root directory of this source tree.
162 */const g_=Ae("Phone",[["path",{d:"M22 16.92v3a2 2 0 0 1-2.18 2 19.79 19.79 0 0 1-8.63-3.07 19.5 19.5 0 0 1-6-6 19.79 19.79 0 0 1-3.07-8.67A2 2 0 0 1 4.11 2h3a2 2 0 0 1 2 1.72 12.84 12.84 0 0 0 .7 2.81 2 2 0 0 1-.45 2.11L8.09 9.91a16 16 0 0 0 6 6l1.27-1.27a2 2 0 0 1 2.11-.45 12.84 12.84 0 0 0 2.81.7A2 2 0 0 1 22 16.92z",key:"foiqr5"}]]);/**
163 * @license lucide-react v0.462.0 - ISC
164 *
165 * This source code is licensed under the ISC license.
166 * See the LICENSE file in the root directory of this source tree.
167 */const U1=Ae("Play",[["polygon",{points:"6 3 20 12 6 21 6 3",key:"1oa8hb"}]]);/**
168 * @license lucide-react v0.462.0 - ISC
169 *
170 * This source code is licensed under the ISC license.
171 * See the LICENSE file in the root directory of this source tree.
172 */const v_=Ae("Plus",[["path",{d:"M5 12h14",key:"1ays0h"}],["path",{d:"M12 5v14",key:"s699le"}]]);/**
173 * @license lucide-react v0.462.0 - ISC
174 *
175 * This source code is licensed under the ISC license.
176 * See the LICENSE file in the root directory of this source tree.
177 */const fp=Ae("Search",[["circle",{cx:"11",cy:"11",r:"8",key:"4ej97u"}],["path",{d:"m21 21-4.3-4.3",key:"1qie3q"}]]);/**
178 * @license lucide-react v0.462.0 - ISC
179 *
180 * This source code is licensed under the ISC license.
181 * See the LICENSE file in the root directory of this source tree.
182 */const y_=Ae("Send",[["path",{d:"M14.536 21.686a.5.5 0 0 0 .937-.024l6.5-19a.496.496 0 0 0-.635-.635l-19 6.5a.5.5 0 0 0-.024.937l7.93 3.18a2 2 0 0 1 1.112 1.11z",key:"1ffxy3"}],["path",{d:"m21.854 2.147-10.94 10.939",key:"12cjpa"}]]);/**
183 * @license lucide-react v0.462.0 - ISC
184 *
185 * This source code is licensed under the ISC license.
186 * See the LICENSE file in the root directory of this source tree.
187 */const b_=Ae("Settings2",[["path",{d:"M20 7h-9",key:"3s1dr2"}],["path",{d:"M14 17H5",key:"gfn3mx"}],["circle",{cx:"17",cy:"17",r:"3",key:"18b49y"}],["circle",{cx:"7",cy:"7",r:"3",key:"dfmy0x"}]]);/**
188 * @license lucide-react v0.462.0 - ISC
189 *
190 * This source code is licensed under the ISC license.
191 * See the LICENSE file in the root directory of this source tree.
192 */const x_=Ae("Share2",[["circle",{cx:"18",cy:"5",r:"3",key:"gq8acd"}],["circle",{cx:"6",cy:"12",r:"3",key:"w7nqdw"}],["circle",{cx:"18",cy:"19",r:"3",key:"1xt0gg"}],["line",{x1:"8.59",x2:"15.42",y1:"13.51",y2:"17.49",key:"47mynk"}],["line",{x1:"15.41",x2:"8.59",y1:"6.51",y2:"10.49",key:"1n3mei"}]]);/**
193 * @license lucide-react v0.462.0 - ISC
194 *
195 * This source code is licensed under the ISC license.
196 * See the LICENSE file in the root directory of this source tree.
197 */const w_=Ae("ShieldCheck",[["path",{d:"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z",ke

197y:"oel41y"}],["path",{d:"m9 12 2 2 4-4",key:"dzmm74"}]]);/**
198 * @license lucide-react v0.462.0 - ISC
199 *
200 * This source code is licensed under the ISC license.
201 * See the LICENSE file in the root directory of this source tree.
202 */const q_=Ae("Shield",[["path",{d:"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z",key:"oel41y"}]]);/**
203 * @license lucide-react v0.462.0 - ISC
204 *
205 * This source code is licensed under the ISC license.
206 * See the LICENSE file in the root directory of this source tree.
207 */const S_=Ae("Sparkles",[["path",{d:"M9.937 15.5A2 2 0 0 0 8.5 14.063l-6.135-1.582a.5.5 0 0 1 0-.962L8.5 9.936A2 2 0 0 0 9.937 8.5l1.582-6.135a.5.5 0 0 1 .963 0L14.063 8.5A2 2 0 0 0 15.5 9.937l6.135 1.581a.5.5 0 0 1 0 .964L15.5 14.063a2 2 0 0 0-1.437 1.437l-1.582 6.135a.5.5 0 0 1-.963 0z",key:"4pj2yx"}],["path",{d:"M20 3v4",key:"1olli1"}],["path",{d:"M22 5h-4",key:"1gvqau"}],["path",{d:"M4 17v2",key:"vumght"}],["path",{d:"M5 18H3",key:"zchphs"}]]);/**
208 * @license lucide-react v0.462.0 - ISC
209 *
210 * This source code is licensed under the ISC license.
211 * See the LICENSE file in the root directory of this source tree.
212 */const A_=Ae("Store",[["path",{d:"m2 7 4.41-4.41A2 2 0 0 1 7.83 2h8.34a2 2 0 0 1 1.42.59L22 7",key:"ztvudi"}],["path",{d:"M4 12v8a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2v-8",key:"1b2hhj"}],["path",{d:"M15 22v-4a2 2 0 0 0-2-2h-2a2 2 0 0 0-2 2v4",key:"2ebpfo"}],["path",{d:"M2 7h20",key:"1fcdvo"}],["path",{d:"M22 7v3a2 2 0 0 1-2 2a2.7 2.7 0 0 1-1.59-.63.7.7 0 0 0-.82 0A2.7 2.7 0 0 1 16 12a2.7 2.7 0 0 1-1.59-.63.7.7 0 0 0-.82 0A2.7 2.7 0 0 1 12 12a2.7 2.7 0 0 1-1.59-.63.7.7 0 0 0-.82 0A2.7 2.7 0 0 1 8 12a2.7 2.7 0 0 1-1.59-.63.7.7 0 0 0-.82 0A2.7 2.7 0 0 1 4 12a2 2 0 0 1-2-2V7",key:"6c3vgh"}]]);/**
213 * @license lucide-react v0.462.0 - ISC
214 *
215 * This source code is licensed under the ISC license.
216 * See the LICENSE file in the root directory of this source tree.
217 */const z1=Ae("TrendingUp",[["polyline",{points:"22 7 13.5 15.5 8.5 10.5 2 17",key:"126l90"}],["polyline",{points:"16 7 22 7 22 13",key:"kwv8wd"}]]);/**
218 * @license lucide-react v0.462.0 - ISC
219 *
220 * This source code is licensed under the ISC license.
221 * See the LICENSE file in the root directory of this source tree.
222 */const E_=Ae("Upload",[["path",{d:"M21 15v4a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-4",key:"ih7n3h"}],["polyline",{points:"17 8 12 3 7 8",key:"t8dd8p"}],["line",{x1:"12",x2:"12",y1:"3",y2:"15",key:"widbto"}]]);/**
223 * @license lucide-react v0.462.0 - ISC
224 *
225 * This source code is licensed under the ISC license.
226 * See the LICENSE file in the root directory of this source tree.
227 */const __=Ae("UserCheck",[["path",{d:"M16 21v-2a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v2",key:"1yyitq"}],["circle",{cx:"9",cy:"7",r:"4",key:"nufk8"}],["polyline",{points:"16 11 18 13 22 9",key:"1pwet4"}]]);/**
228 * @license lucide-react v0.462.0 - ISC
229 *
230 * This source code is licensed under the ISC license.
231 * See the LICENSE file in the root directory of this source tree.
232 */const k_=Ae("Users",[["path",{d:"M16 21v-2a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v2",key:"1yyitq"}],["circle",{cx:"9",cy:"7",r:"4",key:"nufk8"}],["path",{d:"M22 21v-2a4 4 0 0 0-3-3.87",key:"kshegd"}],["path",{d:"M16 3.13a4 4 0 0 1 0 7.75",key:"1da9ce"}]]);/**
233 * @license lucide-react v0.462.0 - ISC
234 *
235 * This source code is licensed under the ISC license.
236 * See the LICENSE file in the root directory of this source tree.
237 */const C_=Ae("Volume2",[["path",{d:"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416 8H3a1 1 0 0 0-1 1v6a1 1 0 0 0 1 1h2.416a1.4 1.4 0 0 1 .997.413l3.383 3.384A.705.705 0 0 0 11 19.298z",key:"uqj9uw"}],["path",{d:"M16 9a5 5 0 0 1 0 6",key:"1q6k2b"}],["path",{d:"M19.364 18.364a9 9 0 0 0 0-12.728",key:"ijwkga"}]]);/**
238 * @license lucide-react v0.462.0 - ISC
239 *
240 * This source code is licensed under the ISC license.
241 * See the LICENSE file in the root directory of this source tree.
242 */const j_=Ae("VolumeX",[["path",{d:"M11 4.702a.705.705 0 0 0-1.203-.498L6.413 7.587A1.4 1.4 0 0 1 5.416 8H3a1 1 0 0 0-1 1v6a1 1 0 0 0 1 1h2.416a1.4 1.4 0 0 1 .997.413l3.383 3.384A.705.705 0 0 0 11 19.298z",key:"uqj9uw"}],["line",{x1:"22",x2:"16",y1:"9",y2:"15",key:"1ewh16"}],["line",{x1:"16",x2:"22",y1:"9",y2:"15",key:"5ykzw1"}]]);/**
243 * @license lucide-react v0.462.0 - ISC
244 *
245 * This source code is licensed under the ISC license.
246 * See the LICENSE file in the root directory of this source tree.
247 */const P_=Ae("Wrench",[["path",{d:"M14.7 6.3a1 1 0 0 0 0 1.4l1.6 1.6a1 1 0 0 0 1.4 0l3.77-3.77a6 6 0 0 1-7.94 7.94l-6.91 6.91a2.12 2.12 0 0 1-3-3l6.91-6.91a6 6 0 0 1 7.94-7.94l-3.76 3.76z",key:"cbrjhi"}]]);/**
248 * @license lucide-react v0.462.0 - ISC
249 *
250 * This source code is licensed under the ISC license.
251 * See the LICENSE file in the root directory of this source tree.
252 */const Ho=Ae("X",[["path",{d:"M18 6 6 18",key:"1bl5f8"}

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w(){i.write([null]),s=void 0,i=void 0,t.containerState._closeFlow=void 0}}function PP(e,t,n){return it(e,e.attempt(this.parser.constructs.document,t,n),"linePrefix",this.parser.constructs.disable.null.includes("codeIndented")?void 0:4)}function Bg(e){if(e===null||ln(e)||EP(e))return 1;if(AP(e))return 2}function Uf(e,t,n){const r=[];let i=-1;for(;++i<e.length;){const s=e[i].resolveAll;s&&!r.includes(s)&&(t=s(t,n),r.push(s))}return t}const Op={name:"attention",resolveAll:TP,tokenize:IP};function TP(e,t){let n=-1,r,i,s,a,o,l,u,c;for(;++n<e.length;)if(e[n][0]==="enter"&&e[n][1].type==="attentionSequence"&&e[n][1]._close){for(r=n;r--;)if(e[r][0]==="exit"&&e[r][1].type==="attentionSequence"&&e[r][1]._open&&t.sliceSerialize(e[r][1]).charCodeAt(0)===t.sliceSerialize(e[n][1]).charCodeAt(0)){if((e[r][1]._close||e[n][1]._open)&&(e[n][1].end.offset-e[n][1].start.offset)%3&&!((e[r][1].end.offset-e[r][1].start.offset+e[n][1].end.offset-e[n][1].start.offset)%3))continue;l=e[r][1].end.offset-e[r][1].start.offset>1&&e[n][1].end.offset-e[n][1].start.offset>1?2:1;const p={...e[r][1].end},f={...e[n][1].start};Wg(p,-l),Wg(f,l),a={type:l>1?"strongSequence":"emphasisSequence",start:p,end:{...e[r][1].end}},o={type:l>1?"strongSequence":"emphasisSequence",start:{...e[n][1].start},end:f},s={type:l>1?"strongText":"emphasisText",start:{...e[r][1].end},end:{...e[n][1].start}},i={type:l>1?"strong":"emphasis",start:{...a.start},end:{...o.end}},e[r][1].end={...a.start},e[n][1].start={...o.end},u=[],e[r][1].end.offset-e[r][1].start.offset&&(u=_n(u,[["enter",e[r][1],t],["exit",e[r][1],t]])),u=_n(u,[["enter",i,t],["enter",a,t],["exit",a,t],["enter",s,t]]),u=_n(u,Uf(t.parser.constructs.insideSpan.null,e.slice(r+1,n),t)),u=_n(u,[["exit",s,t],["enter",o,t],["exit",o,t],["exit",i,t]]),e[n][1].end.offset-e[n][1].start.offset?(c=2,u=_n(u,[["enter",e[n][1],t],["exit",e[n][1],t]])):c=0,lr(e,r-1,n-r+3,u),n=r+u.length-c-2;break}}for(n=-1;++n<e.length;)e[n][1].type==="attentionSequence"&&(e[n][1].type="data");return e}function IP(e,t){const n=this.parser.constructs.attentionMarkers.null,r=this.previous,i=Bg(r);let s;return a;function a(l){return s=l,e.enter("attentionSequence"),o(l)}function o(l){if(l===s)return e.consume(l),o;const u=e.exit("attentionSequence"),c=Bg(l),p=!c||c===2&&i||n.includes(l),f=!i||i===2&&c||n.includes(r);return u._open=!!(s===42?p:p&&(i||!f)),u._close=!!(s===42?f:f&&(c||!p)),t(l)}}function Wg(e,t){e.column+=t,e.offset+=t,e._bufferIndex+=t}const OP={name:"autolink",tokenize:LP};function LP(e,t,n){let r=0;return i;function i(m){return e.enter("autolink"),e.enter("autolinkMarker"),e.consume(m),e.exit("autolinkMarker"),e.enter("autolinkProtocol"),s}function s(m){return rr(m)?(e.consume(m),a):m===64?n(m):u(m)}function a(m){return m===43||m===45||m===46||yn(m)?(r=1,o(m)):u(m)}function o(m){return m===58?(e.consume(m),r=0,l):(m===43||m===45||m===46||yn(m))&&r++<32?(e.consume(m),o):(r=0,u(m))}function l(m){return m===62?(e.exit("autolinkProtocol"),e.enter("autolinkMarker"),e.consume(m),e.exit("autolinkMarker"),e.exit("autolink"),t):m===null||m===32||m===60||Tp(m)?n(m):(e.consume(m),l)}function u(m){return m===64?(e.consume(m),c):wP(m)?(e.consume(m),u):n(m)}function c(m){return yn(m)?p(m):n(m)}function p(m){return m===46?(e.consume(m),r=0,c):m===62?(e.exit("autolinkProtocol").type="autolinkEmail",e.enter("autolinkMarker"),e.consume(m),e.exit("autolinkMarker"),e.exit("autolink"),t):f(m)}function f(m){if((m===45||yn(m))&&r++<63){const g=m===45?f:p;return e.consume(m),g}return n(m)}}const ec={partial:!0,tokenize:MP};function MP(e,t,n){return r;function r(s){return ze(s)?it(e,i,"linePrefix")(s):i(s)}function i(s){return s===null||Se(s)?t(s):n(s)}}const Tw={continuation:{tokenize:RP},exit:$P,name:"blockQuote",tokenize:NP};function NP(e,t,n){const r=this;return i;function i(a){if(a===62){const o=r.containerState;return 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i=0,s,a;return o;function o(p){return e.enter("characterReference"),e.enter("characterReferenceMarker"),e.consume(p),e.exit("characterReferenceMarker"),l}function l(p){return p===35?(e.enter("characterReferenceMarkerNumeric"),e.consume(p),e.exit("characterReferenceMarkerNumeric"),u):(e.enter("characterReferenceValue"),s=31,a=yn,c(p))}function u(p){return p===88||p===120?(e.enter("characterReferenceMarkerHexadecimal"),e.consume(p),e.exit("characterReferenceMarkerHexadecimal"),e.enter("characterReferenceValue"),s=6,a=qP,c):(e.enter("characterReferenceValue"),s=7,a=Ip,c(p))}function c(p){if(p===59&&i){const f=e.exit("characterReferenceValue");return a===yn&&!Ff(r.sliceSerialize(f))?n(p):(e.enter("characterReferenceMarker"),e.consume(p),e.exit("characterReferenceMarker"),e.exit("characterReference"),t)}return a(p)&&i++<s?(e.consume(p),c):n(p)}}const Hg={partial:!0,tokenize:zP},Vg={concrete:!0,name:"codeFenced",tokenize:UP};function UP(e,t,n){const r=this,i={partial:!0,tokenize:q};let s=0,a=0,o;return l;function l(x){return u(x)}function u(x){const _=r.events[r.events.length-1];return s=_&&_[1].type==="linePrefix"?_[2].sliceSerialize(_[1],!0).length:0,o=x,e.enter("co

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b(x){return s>0&&ze(x)?it(e,w,"linePrefix",s+1)(x):w(x)}function w(x){return x===null||Se(x)?e.check(Hg,h,A)(x):(e.enter("codeFlowValue"),y(x))}function y(x){return x===null||Se(x)?(e.exit("codeFlowValue"),w(x)):(e.consume(x),y)}function A(x){return e.exit("codeFenced"),t(x)}function q(x,_,I){let S=0;return k;function k(N){return x.enter("lineEnding"),x.consume(N),x.exit("lineEnding"),C}function C(N){return x.enter("codeFencedFence"),ze(N)?it(x,T,"linePrefix",r.parser.constructs.disable.null.includes("codeIndented")?void 0:4)(N):T(N)}function T(N){return N===o?(x.enter("codeFencedFenceSequence"),M(N)):I(N)}function M(N){return N===o?(S++,x.consume(N),M):S>=a?(x.exit("codeFencedFenceSequence"),ze(N)?it(x,L,"whitespace")(N):L(N)):I(N)}function L(N){return N===null||Se(N)?(x.exit("codeFencedFence"),_(N)):I(N)}}}function zP(e,t,n){const r=this;return i;function i(a){return a===null?n(a):(e.enter("lineEnding"),e.consume(a),e.exit("lineEnding"),s)}function s(a){return r.parser.lazy[r.now().line]?n(a):t(a)}}const dd={name:"codeIndented",tokenize:WP},BP={partial:!0,tokenize:HP};function WP(e,t,n){const r=this;return i;function i(u){return e.enter("codeIndented"),it(e,s,"linePrefix",5)(u)}function s(u){const c=r.events[r.events.length-1];return c&&c[1].type==="linePrefix"&&c[2].sliceSerialize(c[1],!0).length>=4?a(u):n(u)}function a(u){return u===null?l(u):Se(u)?e.attempt(BP,a,l)(u):(e.enter("codeFlowValue"),o(u))}function o(u){return u===null||Se(u)?(e.exit("codeFlowValue"),a(u)):(e.consume(u),o)}function l(u){return e.exit("codeIndented"),t(u)}}function HP(e,t,n){const r=this;return i;function i(a){return r.parser.lazy[r.now().line]?n(a):Se(a)?(e.enter("lineEnding"),e.consume(a),e.exit("lineEnding"),i):it(e,s,"linePrefix",5)(a)}function s(a){const o=r.events[r.events.length-1];return o&&o[1].type==="linePrefix"&&o[2].sliceSerialize(o[1],!0).length>=4?t(a):Se(a)?i(a):n(a)}}const VP={name:"codeText",previous:KP,resolve:GP,tokenize:XP};function GP(e){let t=e.length-4,n=3,r,i;if((e[n][1].type==="lineEnding"||e[n][1].type==="space")&&(e[t][1].type==="lineEnding"||e[t][1].type==="space")){for(r=n;++r<t;)if(e[r][1].type==="codeTextData"){e[n][1].type="codeTextPadding",e[t][1].type="codeTextPadding",n+=2,t-=2;break}}for(r=n-1,t++;++r<=t;)i===void 0?r!==t&&e[r][1].type!=="lineEnding"&&(i=r):(r===t||e[r][1].type==="lineEnding")&&(e[i][1].type="codeTextData",r!==i+2&&(e[i][1].end=e[r-1][1].end,e.splice(i+2,r-i-2),t-=r-i-2,r=i+2),i=void 0);return e}function KP(e){return e!==96||this.events[this.events.length-1][1].type==="characterEscape"}function XP(e,t,n){let r=0,i,s;return a;function a(p){return e.enter("codeText"),e.enter("codeTextSequence"),o(p)}function o(p){return p===96?(e.consume(p),r++,o):(e.exit("codeTextSequence"),l(p))}function l(p){return 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267
268Caused by: ${(f=l==null?void 0:l.name)!==null&&f!==void 0?f:"Error"}: ${g}`,h&&(o+=` (${h})`),l!=null&&l.stack&&(o+=`
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this.url.searchParams.append(e,`lt.${t}`),this}lte(e,t){return this.url.searchParams.append(e,`lte.${t}`),this}like(e,t){return this.url.searchParams.append(e,`like.${t}`),this}likeAllOf(e,t){return this.url.searchParams.append(e,`like(all).{${t.join(",")}}`),this}likeAnyOf(e,t){return this.url.searchParams.append(e,`like(any).{${t.join(",")}}`),this}ilike(e,t){return this.url.searchParams.append(e,`ilike.${t}`),this}ilikeAllOf(e,t){return this.url.searchParams.append(e,`ilike(all).{${t.join(",")}}`),this}ilikeAnyOf(e,t){return this.url.searchParams.append(e,`ilike(any).{${t.join(",")}}`),this}regexMatch(e,t){return this.url.searchParams.append(e,`match.${t}`),this}regexIMatch(e,t){return this.url.searchParams.append(e,`imatch.${t}`),this}is(e,t){return this.url.searchParams.append(e,`is.${t}`),this}isDistinct(e,t){return this.url.searchParams.append(e,`isdistinct.${t}`),this}in(e,t){const n=Array.from(new Set(t)).map(r=>typeof r=="string"&&xv.test(r)?`"${r}"`:`${r}`).join(",");return this.url.searchParams.append(e,`in.(${n})`),this}notIn(e,t){const n=Array.from(new Set(t)).map(r=>typeof r=="string"&&xv.test(r)?`"${r}"`:`${r}`).join(",");return this.url.searchParams.append(e,`not.in.(${n})`),this}contains(e,t){return typeof t=="string"?this.url.searchParams.append(e,`cs.${t}`):Array.isArray(t)?this.url.searchParams.append(e,`cs.{${t.join(",")}}`):this.url.searchParams.append(e,`cs.${JSON.stringify(t)}`),this}containedBy(e,t){return typeof t=="string"?this.url.searchParams.append(e,`cd.${t}`):Array.isArray(t)?this.url.searchParams.append(e,`cd.{${t.join(",")}}`):this.url.searchParams.append(e,`cd.${JSON.stringify(t)}`),this}rangeGt(e,t){return this.url.searchParams.append(e,`sr.${t}`),this}rangeGte(e,t){return this.url.searchParams.append(e,`nxl.${t}`),this}rangeLt(e,t){return this.url.searchParams.append(e,`sl.${t}`),this}rangeLte(e,t){return this.url.searchParams.append(e,`nxr.${t}`),this}rangeAdjacent(e,t){return this.url.searchParams.append(e,`adj.${t}`),this}overlaps(e,t){return typeof t=="string"?this.url.searchParams.append(e,`ov.${t}`):this.url.searchParams.append(e,`ov.{${t.join(",")}}`),this}textSearch(e,t,{config:n,type:r}={}){let i="";r==="plain"?i="pl":r==="phrase"?i="ph":r==="websearch"&&(i="w");const s=n===void 0?"":`(${n})`;return this.url.searchParams.append(e,`${i}fts${s}.${t}`),this}match(e){return Object.entries(e).forEach(([t,n])=>{this.url.searchParams.append(t,`eq.${n}`)}),this}not(e,t,n){return this.url.searchParams.append(e,`not.${t}.${n}`),this}or(e,{foreignTable:t,referencedTable:n=t}={}){const r=n?`${n}.or`:"or";return this.url.searchParams.append(r,`(${e})`),this}filter(e,t,n){return this.url.searchParams.append(e,`${t}.${n}`),this}},XO=class{constructor(e,{headers:t={},schema:n,fetch:r}){this.url=e,this.headers=new Headers(t),this.schema=n,this.fetch=r}cloneRequestState(){return{url:new URL(this.url.toString()),headers:new 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0?t:fetch})}},QO=class Yw{constructor(t,{headers:n={},schema:r,fetch:i}={}){this.url=t,this.headers=new Headers(n),this.schemaName=r,this.fetch=i}from(t){if(!t||typeof t!="string"||t.trim()==="")throw new Error("Invalid relation name: relation must be a non-empty string.");return new XO(new URL(`${this.url}/${t}`),{headers:new Headers(this.headers),schema:this.schemaName,fetch:this.fetch})}schema(t){return new Yw(this.url,{headers:this.headers,schema:t,fetch:this.fetch})}rpc(t,n={},{head:r=!1,get:i=!1,count:s}={}){var a;let o;const l=new URL(`${this.url}/rpc/${t}`);let u;const c=m=>m!==null&&typeof m=="object"&&(!Array.isArray(m)||m.some(c)),p=r&&Object.values(n).some(c);p?(o="POST",u=n):r||i?(o=r?"HEAD":"GET",Object.entries(n).filter(([m,g])=>g!==void 0).map(([m,g])=>[m,Array.isArray(g)?`{${g.join(",")}}`:`${g}

269`]).forEach(([m,g])=>{l.searchParams.append(m,g)})):(o="POST",u=n);const f=new Headers(this.headers);return p?f.set("Prefer",s?`count=${s},return=minimal`:"return=minimal"):s&&f.set("Prefer",`count=${s}`),new is({method:o,url:l,headers:f,schema:this.schemaName,body:u,fetch:(a=this.fetch)!==null&&a!==void 0?a:fetch})}};class JO{constructor(){}static detectEnvironment(){var t;if(typeof WebSocket<"u")return{type:"native",constructor:WebSocket};if(typeof globalThis<"u"&&typeof globalThis.WebSocket<"u")return{type:"native",constructor:globalThis.WebSocket};if(typeof global<"u"&&typeof global.WebSocket<"u")return{type:"native",constructor:global.WebSocket};if(typeof globalThis<"u"&&typeof globalThis.WebSocketPair<"u"&&typeof globalThis.WebSocket>"u")return{type:"cloudflare",error:"Cloudflare Workers detected. WebSocket clients are not supported in Cloudflare Workers.",workaround:"Use Cloudflare Workers WebSocket API for server-side WebSocket handling, or deploy to a different runtime."};if(typeof globalThis<"u"&&globalThis.EdgeRuntime||typeof navigator<"u"&&(!((t=navigator.userAgent)===null||t===void 0)&&t.includes("Vercel-Edge")))return{type:"unsupported",error:"Edge runtime detected (Vercel Edge/Netlify Edge). WebSockets are not supported in edge functions.",workaround:"Use serverless functions or a different deployment target for WebSocket functionality."};const n=globalThis.process;if(n){const r=n.versions;if(r&&r.node){const i=r.node,s=parseInt(i.replace(/^v/,"").split(".")[0]);return s>=22?typeof globalThis.WebSocket<"u"?{type:"native",constructor:globalThis.WebSocket}:{type:"unsupported",error:`Node.js ${s} detected but native WebSocket not found.`,workaround:"Provide a WebSocket implementation via the transport option."}:{type:"unsupported",error:`Node.js ${s} detected without native WebSocket support.`,workaround:`For Node.js < 22, install "ws" package and provide it via the transport option:
270import ws from "ws"
271new RealtimeClient(url, { transport: ws })`}}}return{type:"unsupported",error:"Unknown JavaScript runtime without WebSocket support.",workaround:"Ensure you're running in a supported environment (browser, Node.js, Deno) or provide a custom WebSocket implementation."}}static getWebSocketConstructor(){const t=this.detectEnvironment();if(t.constructor)return t.constructor;let n=t.error||"WebSocket not supported in this environment.";throw t.workaround&&(n+=`
272
273Suggested solution: ${t.workaround}`),new Error(n)}static createWebSocket(t,n){const r=this.getWebSocketConstructor();return new r(t,n)}static isWebSocketSupported(){try{const t=this.detectEnvironment();return t.type==="native"||t.type==="ws"}catch{return!1}}}const YO="2.93.2",ZO=`realtime-js/${YO}`,eL="1.0.0",Zw="2.0.0",wv=Zw,Dp=1e4,tL=1e3,nL=100;var $r;(function(e){e[e.connecting=0]="connecting",e[e.open=1]="open",e[e.closing=2]="closing",e[e.closed=3]="closed"})($r||($r={}));var It;(function(e){e.closed="closed",e.errored="errored",e.joined="joined",e.joining="joining",e.leaving="leaving"})(It||(It={}));var Fn;(function(e){e.close="phx_close",e.error="phx_error",e.join="phx_join",e.reply="phx_reply",e.leave="phx_leave",e.access_token="access_token"})(Fn||(Fn={}));var Fp;(function(e){e.websocket="websocket"})(Fp||(Fp={}));var gi;(function(e){e.Connecting="connecting",e.Open="open",e.Closing="closing",e.Closed="closed"})(gi||(gi={}));class rL{constructor(t){this.HEADER_LENGTH=1,this.USER_BROADCAST_PUSH_META_LENGTH=6,this.KINDS={userBroadcastPush:3,userBroadcast:4},this.BINARY_ENCODING=0,this.JSON_ENCODING=1,this.BROADCAST_EVENT="broadcast",this.allowedMetadataKeys=[],this.allowedMetadataKeys=t??[]}encode(t,n){if(t.event===this.BROADCAST_EVENT&&!(t.payload instanceof ArrayBuffer)&&typeof t.payload.event=="string")return n(this._binaryEncodeUserBroadcastPush(t));let r=[t.join_ref,t.ref,t.topic,t.event,t.payload];return n(JSON.stringify(r))}_binaryEncodeUserBroadcastPush(t){var n;return this._isArrayBuffer((n=t.payload)===null||n===void 0?void 0:n.payload)?this._encodeBinaryUserBroadcastPush(t):this._encodeJsonUserBroadcastPush(t)}_encodeBinaryUserBroadcastPush(t){var n,r;const i=(r=(n=t.payload)===null||n===void 0?void 0:n.payload)!==null&&r!==void 0?r:new ArrayBuffer(0);return this._encodeUserBroadcastPush(t,this.BINARY_ENCODING,i)}_encodeJsonUserBroadcastPush(t){var n,r;const i=(r=(n=t.payload)===null||n===void 0?void 0:n.payload)!==null&&r!==void 0?r:{},a=new TextEncoder().encode(JSON.stringify(i)).buffer;return this._encodeUserBroadcastPush(t,this.JSON_ENCODING,a)}_encodeUserBroadcastPush(t,n,r){var i,s;const a=t.topic,o=(i=t.ref)!==null&&i!==void 0?i:"",l=(s=t.join_ref)!==null&&s!==void 0?s:"",u=t.payload.event,c=this.allowedMetadataKeys?this._pick(t.payload,this.allowedMetadataKeys):{},p=Object.keys(c).length===0?"":JSON.stringify(c);if(l.length>255)throw new Error(`joinRef length ${l.length} exceeds maximum of 255`);if(o.length>255)throw new Error(`ref length ${o.length} exceeds maximum of 255`);if(a.length>255)throw new Error(`topic length ${a.length} exceeds maximum of 255`);if(u.length>255)throw new Error(`userEvent length ${u.length} exceeds maximum of 255`);if(p.length>255)throw new Error(`metadata length ${p.length} exceeds maximum of 255`);const f=this.USER_BROADCAST_PUSH_META_LENGTH+l.length+o.length+a.length+u.length+p.length,m=new ArrayBuffer(this.HEADER_LENGTH+f);let g=new DataView(m),h=0;g.setUint8(h++,this.KINDS.userBroadcastPush),g.setUint8(h++,l.length),g.setUint8(h++,o.length),g.setUint8(h++,a.length),g.setUint8(h++,u.length),g.setUint8(h++,p.length),g.setUint8(h++,n),Array.from(l,b=>g.setUint8(h++,b.charCodeAt(0))),Array.from(o,b=>g.setUint8(h++,b.charCodeAt(0))),Array.from(a,b=>g.setUint8(h++,b.charCodeAt(0))),Array.from(u,b=>g.setUint8(h++,b.charCodeAt(0))),Array.from(p,b=>g.setUint8(h++,b.charCodeAt(0)));var v=new Uint8Array(m.byteLength+r.byteLength);return v.set(new Uint8Array(m),0),v.set(new Uint8Array(r),m.byteLength),v.buffer}decode(t,n){if(this._isArrayBuffer(t)){let r=this._binaryDecode(t);return n(r)}if(typeof t=="string"){const r=JSON.parse(t),[i,s,a,o,l]=r;

273return n({join_ref:i,ref:s,topic:a,event:o,payload:l})}return n({})}_binaryDecode(t){const n=new DataView(t),r=n.getUint8(0),i=new TextDecoder;switch(r){case this.KINDS.userBroadcast:return this._decodeUserBroadcast(t,n,i)}}_decodeUserBroadcast(t,n,r){const i=n.getUint8(1),s=n.getUint8(2),a=n.getUint8(3),o=n.getUint8(4);let l=this.HEADER_LENGTH+4;const u=r.decode(t.slice(l,l+i));l=l+i;const c=r.decode(t.slice(l,l+s));l=l+s;const p=r.decode(t.slice(l,l+a));l=l+a;const f=t.slice(l,t.byteLength),m=o===this.JSON_ENCODING?JSON.parse(r.decode(f)):f,g={type:this.BROADCAST_EVENT,event:c,payload:m};return a>0&&(g.meta=JSON.parse(p)),{join_ref:null,ref:null,topic:u,event:this.BROADCAST_EVENT,payload:g}}_isArrayBuffer(t){var n;return t instanceof ArrayBuffer||((n=t==null?void 0:t.constructor)===null||n===void 0?void 0:n.name)==="ArrayBuffer"}_pick(t,n){return!t||typeof t!="object"?{}:Object.fromEntries(Object.entries(t).filter(([r])=>n.includes(r)))}}class eq{constructor(t,n){this.callback=t,this.timerCalc=n,this.timer=void 0,this.tries=0,this.callback=t,this.timerCalc=n}reset(){this.tries=0,clearTimeout(this.timer),this.timer=void 0}scheduleTimeout(){clearTimeout(this.timer),this.timer=setTimeout(()=>{this.tries=this.tries+1,this.callback()},this.timerCalc(this.tries+1))}}var tt;(function(e){e.abstime="abstime",e.bool="bool",e.date="date",e.daterange="daterange",e.float4="float4",e.float8="float8",e.int2="int2",e.int4="int4",e.int4range="int4range",e.int8="int8",e.int8range="int8range",e.json="json",e.jsonb="jsonb",e.money="money",e.numeric="numeric",e.oid="oid",e.reltime="reltime",e.text="text",e.time="time",e.timestamp="timestamp",e.timestamptz="timestamptz",e.timetz="timetz",e.tsrange="tsrange",e.tstzrange="tstzrange"})(tt||(tt={}));const qv=(e,t,n={})=>{var r;const i=(r=n.skipTypes)!==null&&r!==void 0?r:[];return t?Object.keys(t).reduce((s,a)=>(s[a]=iL(a,e,t,i),s),{}):{}},iL=(e,t,n,r)=>{const i=t.find(o=>o.name===e),s=i==null?void 0:i.type,a=n[e];return s&&!r.includes(s)?tq(s,a):Up(a)},tq=(e,t)=>{if(e.charAt(0)==="_"){const n=e.slice(1,e.length);return lL(t,n)}switch(e){case tt.bool:return sL(t);case tt.float4:case tt.float8:case tt.int2:case tt.int4:case tt.int8:case tt.numeric:case tt.oid:return aL(t);case tt.json:case tt.jsonb:return oL(t);case tt.timestamp:return uL(t);case tt.abstime:case tt.date:case tt.daterange:case tt.int4range:case tt.int8range:case tt.money:case tt.reltime:case tt.text:case tt.time:case tt.timestamptz:case tt.timetz:case tt.tsrange:case tt.tstzrange:return Up(t);default:return Up(t)}},Up=e=>e,sL=e=>{switch(e){case"t":return!0;case"f":return!1;default:return e}},aL=e=>{if(typeof e=="string"){const t=parseFloat(e);if(!Number.isNaN(t))return t}return e},oL=e=>{if(typeof e=="string")try{return JSON.parse(e)}catch{return e}return e},lL=(e,t)=>{if(typeof e!="string")return e;const n=e.length-1,r=e[n];if(e[0]==="{"&&r==="}"){let s;const a=e.slice(1,n);try{s=JSON.parse("["+a+"]")}catch{s=a?a.split(","):[]}return s.map(o=>tq(t,o))}return e},uL=e=>typeof e=="string"?e.replace(" ","T"):e,nq=e=>{const t=new URL(e);return t.protocol=t.protocol.replace(/^ws/i,"http"),t.pathname=t.pathname.replace(/\/+$/,"").replace(/\/socket\/websocket$/i,"").replace(/\/socket$/i,"").replace(/\/websocket$/i,""),t.pathname===""||t.pathname==="/"?t.pathname="/api/broadcast":t.pathname=t.pathname+"/api/broadcast",t.href};class xd{constructor(t,n,r={},i=Dp){this.channel=t,this.event=n,this.payload=r,this.timeout=i,this.sent=!1,this.timeoutTimer=void 0,this.ref="",this.receivedResp=null,this.recHooks=[],this.refEvent=null}resend(t){this.timeout=t,this._cancelRefEvent(),this.ref="",this.refEvent=null,this.receivedResp=null,this.sent=!1,this.send()}send(){this._hasReceived("timeout")||(this.startTimeout(),this.sent=!0,this.channel.socket.push({topic:this.channel.topic,event:this.event,payload:this.payload,ref:this.ref,join_ref:this.channel._joinRef()}))}updatePayload(t){this.payload=Object.assign(Object.assign({},this.payload),t)}receive(t,n){var r;return this._hasReceived(t)&&n((r=this.receivedResp)===null||r===void 0?void 0:r.response),this.recHo

273oks.push({status:t,callback:n}),this}startTimeout(){if(this.timeoutTimer)return;this.ref=this.channel.socket._makeRef(),this.refEvent=this.channel._replyEventName(this.ref);const t=n=>{this._cancelRefEvent(),this._cancelTimeout(),this.receivedResp=n,this._matchReceive(n)};this.channel._on(this.refEvent,{},t),this.timeoutTimer=setTimeout(()=>{this.trigger("timeout",{})},this.timeout)}trigger(t,n){this.refEvent&&this.channel._trigger(this.refEvent,{status:t,response:n})}destroy(){this._cancelRefEvent(),this._cancelTimeout()}_cancelRefEvent(){this.refEvent&&this.channel._off(this.refEvent,{})}_cancelTimeout(){clearTimeout(this.timeoutTimer),this.timeoutTimer=void 0}_matchReceive({status:t,response:n}){this.recHooks.filter(r=>r.status===t).forEach(r=>r.callback(n))}_hasReceived(t){return this.receivedResp&&this.receivedResp.status===t}}var Sv;(function(e){e.SYNC="sync",e.JOIN="join",e.LEAVE="leave"})(Sv||(Sv={}));class Ba{constructor(t,n){this.channel=t,this.state={},this.pendingDiffs=[],this.joinRef=null,this.enabled=!1,this.caller={onJoin:()=>{},onLeave:()=>{},onSync:()=>{}};const r=(n==null?void 0:n.events)||{state:"presence_state",diff:"presence_diff"};this.channel._on(r.state,{},i=>{const{onJoin:s,onLeave:a,onSync:o}=this.caller;this.joinRef=this.channel._joinRef(),this.state=Ba.syncState(this.state,i,s,a),this.pendingDiffs.forEach(l=>{this.state=Ba.syncDiff(this.state,l,s,a)}),this.pendingDiffs=[],o()}),this.channel._on(r.diff,{},i=>{const{onJoin:s,onLeave:a,onSync:o}=this.caller;this.inPendingSyncState()?this.pendingDiffs.push(i):(this.state=Ba.syncDiff(this.state,i,s,a),o())}),this.onJoin((i,s,a)=>{this.channel._trigger("presence",{event:"join",key:i,currentPresences:s,newPresences:a})}),this.onLeave((i,s,a)=>{this.channel._trigger("presence",{event:"leave",key:i,currentPresences:s,leftPresences:a})}),this.onSync(()=>{this.channel._trigger("presence",{event:"sync"})})}static syncState(t,n,r,i){const s=this.cloneDeep(t),a=this.transformState(n),o={},l={};return this.map(s,(u,c)=>{a[u]||(l[u]=c)}),this.map(a,(u,c)=>{const p=s[u];if(p){const f=c.map(v=>v.presence_ref),m=p.map(v=>v.presence_ref),g=c.filter(v=>m.indexOf(v.presence_ref)<0),h=p.filter(v=>f.indexOf(v.presence_ref)<0);g.length>0&&(o[u]=g),h.length>0&&(l[u]=h)}else o[u]=c}),this.syncDiff(s,{joins:o,leaves:l},r,i)}static syncDiff(t,n,r,i){const{joins:s,leaves:a}={joins:this.transformState(n.joins),leaves:this.transformState(n.leaves)};return r||(r=()=>{}),i||(i=()=>{}),this.map(s,(o,l)=>{var u;const c=(u=t[o])!==null&&u!==void 0?u:[];if(t[o]=this.cloneDeep(l),c.length>0){const p=t[o].map(m=>m.presence_ref),f=c.filter(m=>p.indexOf(m.presence_ref)<0);t[o].unshift(...f)}r(o,c,l)}),this.map(a,(o,l)=>{let u=t[o];if(!u)return;const c=l.map(p=>p.presence_ref);u=u.filter(p=>c.indexOf(p.presence_ref)<0),t[o]=u,i(o,u,l),u.length===0&&delete t[o]}),t}static map(t,n){return Object.getOwnPropertyNames(t).map(r=>n(r,t[r]))}static transformState(t){return t=this.cloneDeep(t),Object.getOwnPropertyNames(t).reduce((n,r)=>{const i=t[r];return"metas"in i?n[r]=i.metas.map(s=>(s.presence_ref=s.phx_ref,delete s.phx_ref,delete s.phx_ref_prev,s)):n[r]=i,n},{})}static cloneDeep(t){return JSON.parse(JSON.stringify(t))}onJoin(t){this.caller.onJoin=t}onLeave(t){this.caller.onLeave=t}onSync(t){this.caller.onSync=t}inPendingSyncState(){return!this.joinRef||this.joinRef!==this.channel._joinRef()}}var Av;(function(e){e.ALL="*",e.INSERT="INSERT",e.UPDATE="UPDATE",e.DELETE="DELETE"})(Av||(Av={}));var Wa;(function(e){e.BROADCAST="broadcast",e.PRESENCE="presence",e.POSTGRES_CHANGES="postgres_changes",e.SYSTEM="system"})(Wa||(Wa={}));var gr;(function(e){e.SUBSCRIBED="SUBSCRIBED",e.TIMED_OUT="TIMED_OUT",e.CLOSED="CLOSED",e.CHANNEL_ERROR="CHANNEL_ERROR"})(gr||(gr={}));class os{constructor(t,n={config:{}},r){var i,s;if(this.topic=t,this.params=n,this.socket=r,this.bindings={},this.state=It.closed,this.joinedOnce=!1,this.pushBuffer=[],this.subTopic=t.replace(/^realtime:/i,""),this.params.config=Object.assign({broadcast:{ack:!1,self:!1},presence:{key:"",enabled:!1},private:!1},n.config),this.timeout=this.socket.timeout,this.joinPush=new xd(this,Fn.join,this.params,this.timeout),this.rejoinTimer=new eq(()=>this._rejoinUntilConnected(),this.socket.reconnectAfterMs),this.joinPush.receive("ok",()=>{this.state=It.joined,this.rejoinTimer.reset(),this.pushBuffer.forEach(a=>a.send()),this.pushBuffer=[]}),this._onClose(()=>{this.rejoinTimer.reset(),this.socket.log("channel",`close ${this.topic} ${this._joinRef()}`),this.state=It.closed,this.socket._remove(this)}),this._onError(a=>{this._isLeaving()||this._isClosed()||(this.socket.log("channel",`error ${this.topic}`,a),this.state=It.errored,this.rejoinTimer.scheduleTimeout())}),this.joinPush.receive("timeout",()=>{this._isJoining()&&(this.socket.log("channel",`timeout ${this.topic}`,this.joinPush.timeout),this.state=It.errored,this.rejoinTimer.scheduleTimeout())}),this.joinPush.receive("error",a=>{this._isLeaving()||this._isClosed()||(this.socket.log("channel",`error ${this.topic}`,a),this.state=It.errored,this.rejoinTimer.scheduleTimeout())}),this._on(Fn.reply,{},(a,o)=>{this._trigger(this._replyEventName(o),a)}),this.presence=new Ba(this),this.broadcastEndpointURL=nq(this.socket.endPoint),this.private=this.params.config.private||!1,!this.private&&(!((s=(i=this.params.config)===null||i===void 0?void 0:i.broadcast)===null||s===void 0)&&s.replay))throw`tried to use replay on public channel '${this.topic}'. It must be a private channel.`}subscribe(t,n=this.timeout){var r,i,s;if(this.socket.isConnected()||this.socket.connect(),this.state==It.closed){const{config:{broadcast:a,presence:o,private:l}}=this.params,u=(i=(r=this.bindings.postgres_changes)===null||r===void 0?void 0:r.map(m=>m.filter))!==null&&i!==void 0?i:[],c=!!this.bindings[Wa.PRESENCE]&&this.bindings[Wa.PRESENCE].length>0||((s=this.params.config.presence)===null||s===void 0?void 0:s.enabled)===!0,p={},f={broadcast:a,presence:Object.assign(Object.assign({},o),{enabled:c}),postgres_changes:u,private:l};this.socket.accessTokenValue&&(p.access_token=this.socket.accessTokenValue),this._onError(m=>t==null?void 0:t(gr.CHANNEL_ERROR,m)),this._onClose(()=>t==null?void 0:t(gr.CLOSED)),this.updateJoinPayload(Object.assign({config:f},p)),this.joinedOnce=!0,this._rejoin(n),this.joinPush.receive("ok",async({postgres_changes:m})=>{var g;if(this.socket._isManualToken()||this.socket.setAuth(),m===void 0){t==null||t(gr.SUBSCRIBED);return}else{const h=this.bindings.postgres_changes,v=(g=h==null?void 0:h.length)!==null&&g!==void 0?g:0,b=[];for(let w=0;w<v;w++){const y=h[w],{filter:{event:A,schema:q,table:x,filter:_}}=y,I=m&&m[w];if(I&&I.event===A&&os.isFilterValueEqual(I.schema,q)&&os.isFilterValueEqual(I.table,x)&&os.isFilterValueEqual(I.filter,_))b.push(Object.assign(Object.assign({},y),{id:I.id}));else{this.unsubscribe(),this.state=It.errored,t==null||t(gr.CHANNEL_ERROR,new Error("mismatch between server and client bindings for postgres changes"));return}}this.bindings.postgres_changes=b,t&&t(gr.SUBSCRIBED);return}}).receive("error",m=>{this.state=It.errored,t==null||t(gr.CHANNEL_ERROR,new Error(JSON.stringify(Object.values(m).join(", ")||"error")))}).receive("timeout",()=>{t==null||t(gr.TIMED_OUT)})}return this}presenceState(){return this.presence.state}async track(t,n={}){return await this.send({type:"presence",event:"track",payload:t},n.timeout||this.timeout)}async untrack(t={}){return await this.send({type:"presence",event:"untrack"},t)}on(t,n,r){return this.state===It.joined&&t===Wa.PRESENCE&&(this.socket.log("channel",`resubscribe to ${this.topic} due to change in presence callbacks on joined channel`),this.unsubscribe().then(async()=>await this.subscribe())),this._on(t,n,r)}async httpSend(t,n,r={}){var i;if(n==null)return Promise.reject("Payload is required for httpSend()");const s={apikey:this.socket.apiKey?this.socket.apiKey:"","Content-Type":"application/json"};this.socket.accessTokenValue&&(s.Authorization=`Bearer ${this.socket.accessTokenValue}`);const a={method:"POST",headers:s,body:JSON.stringify({messages:[{topic:this.subTopic,event:t,payload:n,private:this.private}]})},o=await this._fetchWithTimeout(this.broadcastEndpointURL,a,(i=r.timeout)!==null&&i!==void 0?i:this.timeout);if(o.status===202)return{success:!0};let l=o.statusText;

273try{const u=await o.json();l=u.error||u.message||l}catch{}return Promise.reject(new Error(l))}async send(t,n={}){var r,i;if(!this._canPush()&&t.type==="broadcast"){console.warn("Realtime send() is automatically falling back to REST API. This behavior will be deprecated in the future. Please use httpSend() explicitly for REST delivery.");const{event:s,payload:a}=t,o={apikey:this.socket.apiKey?this.socket.apiKey:"","Content-Type":"application/json"};this.socket.accessTokenValue&&(o.Authorization=`Bearer ${this.socket.accessTokenValue}`);const l={method:"POST",headers:o,body:JSON.stringify({messages:[{topic:this.subTopic,event:s,payload:a,private:this.private}]})};try{const u=await this._fetchWithTimeout(this.broadcastEndpointURL,l,(r=n.timeout)!==null&&r!==void 0?r:this.timeout);return await((i=u.body)===null||i===void 0?void 0:i.cancel()),u.ok?"ok":"error"}catch(u){return u.name==="AbortError"?"timed out":"error"}}else return new Promise(s=>{var a,o,l;const u=this._push(t.type,t,n.timeout||this.timeout);t.type==="broadcast"&&!(!((l=(o=(a=this.params)===null||a===void 0?void 0:a.config)===null||o===void 0?void 0:o.broadcast)===null||l===void 0)&&l.ack)&&s("ok"),u.receive("ok",()=>s("ok")),u.receive("error",()=>s("error")),u.receive("timeout",()=>s("timed out"))})}updateJoinPayload(t){this.joinPush.updatePayload(t)}unsubscribe(t=this.timeout){this.state=It.leaving;const n=()=>{this.socket.log("channel",`leave ${this.topic}`),this._trigger(Fn.close,"leave",this._joinRef())};this.joinPush.destroy();let r=null;return new Promise(i=>{r=new xd(this,Fn.leave,{},t),r.receive("ok",()=>{n(),i("ok")}).receive("timeout",()=>{n(),i("timed out")}).receive("error",()=>{i("error")}),r.send(),this._canPush()||r.trigger("ok",{})}).finally(()=>{r==null||r.destroy()})}teardown(){this.pushBuffer.forEach(t=>t.destroy()),this.pushBuffer=[],this.rejoinTimer.reset(),this.joinPush.destroy(),this.state=It.closed,this.bindings={}}async _fetchWithTimeout(t,n,r){const i=new AbortController,s=setTimeout(()=>i.abort(),r),a=await this.socket.fetch(t,Object.assign(Object.assign({},n),{signal:i.signal}));return clearTimeout(s),a}_push(t,n,r=this.timeout){if(!this.joinedOnce)throw`tried to push '${t}' to '${this.topic}' before joining. Use channel.subscribe() before pushing events`;let i=new xd(this,t,n,r);return this._canPush()?i.send():this._addToPushBuffer(i),i}_addToPushBuffer(t){if(t.startTimeout(),this.pushBuffer.push(t),this.pushBuffer.length>nL){const n=this.pushBuffer.shift();n&&(n.destroy(),this.socket.log("channel",`discarded push due to buffer overflow: ${n.event}`,n.payload))}}_onMessage(t,n,r){return n}_isMember(t){return this.topic===t}_joinRef(){return this.joinPush.ref}_trigger(t,n,r){var i,s;const a=t.toLocaleLowerCase(),{close:o,error:l,leave:u,join:c}=Fn;if(r&&[o,l,u,c].indexOf(a)>=0&&r!==this._joinRef())return;let f=this._onMessage(a,n,r);if(n&&!f)throw"channel onMessage callbacks must return the payload, modified or unmodified";["insert","update","delete"].includes(a)?(i=this.bindings.postgres_changes)===null||i===void 0||i.filter(m=>{var g,h,v;return((g=m.filter)===null||g===void 0?void 0:g.event)==="*"||((v=(h=m.filter)===null||h===void 0?void 0:h.event)===null||v===void 0?void 0:v.toLocaleLowerCase())===a}).map(m=>m.callback(f,r)):(s=this.bindings[a])===null||s===void 0||s.filter(m=>{var g,h,v,b,w,y;if(["broadcast","presence","postgres_changes"].includes(a))if("id"in m){const A=m.id,q=(g=m.filter)===null||g===void 0?void 0:g.event;return A&&((h=n.ids)===null||h===void 0?void 0:h.includes(A))&&(q==="*"||(q==null?void 0:q.toLocaleLowerCase())===((v=n.data)===null||v===void 0?void 0:v.type.toLocaleLowerCase()))}else{const A=(w=(b=m==null?void 0:m.filter)===null||b===void 0?void 0:b.event)===null||w===void 0?void 0:w.toLocaleLowerCase();return A==="*"||A===((y=n==null?void 0:n.event)===null||y===void 0?void 0:y.toLocaleLowerCase())}else return m.type.toLocaleLowerCase()===a}).map(m=>{if(typeof f=="object"&&"ids"in f){const g=f.data,{schema:h,table:v,commit_timestamp:b,type:w,errors:y}=g;f=Object.assign(Object.assign({},{schema:h,table:v,commit_timestamp:b,eventType:w,new:{},old:{},errors:y}),this._getPayloadRecords(g))}m.callback(f,r)}

273)}_isClosed(){return this.state===It.closed}_isJoined(){return this.state===It.joined}_isJoining(){return this.state===It.joining}_isLeaving(){return this.state===It.leaving}_replyEventName(t){return`chan_reply_${t}`}_on(t,n,r){const i=t.toLocaleLowerCase(),s={type:i,filter:n,callback:r};return this.bindings[i]?this.bindings[i].push(s):this.bindings[i]=[s],this}_off(t,n){const r=t.toLocaleLowerCase();return this.bindings[r]&&(this.bindings[r]=this.bindings[r].filter(i=>{var s;return!(((s=i.type)===null||s===void 0?void 0:s.toLocaleLowerCase())===r&&os.isEqual(i.filter,n))})),this}static isEqual(t,n){if(Object.keys(t).length!==Object.keys(n).length)return!1;for(const r in t)if(t[r]!==n[r])return!1;return!0}static isFilterValueEqual(t,n){return(t??void 0)===(n??void 0)}_rejoinUntilConnected(){this.rejoinTimer.scheduleTimeout(),this.socket.isConnected()&&this._rejoin()}_onClose(t){this._on(Fn.close,{},t)}_onError(t){this._on(Fn.error,{},n=>t(n))}_canPush(){return this.socket.isConnected()&&this._isJoined()}_rejoin(t=this.timeout){this._isLeaving()||(this.socket._leaveOpenTopic(this.topic),this.state=It.joining,this.joinPush.resend(t))}_getPayloadRecords(t){const n={new:{},old:{}};return(t.type==="INSERT"||t.type==="UPDATE")&&(n.new=qv(t.columns,t.record)),(t.type==="UPDATE"||t.type==="DELETE")&&(n.old=qv(t.columns,t.old_record)),n}}const wd=()=>{},dl={HEARTBEAT_INTERVAL:25e3,RECONNECT_DELAY:10,HEARTBEAT_TIMEOUT_FALLBACK:100},cL=[1e3,2e3,5e3,1e4],dL=1e4,pL=`
274  addEventListener("message", (e) => {
275    if (e.data.event === "start") {
276      setInterval(() => postMessage({ event: "keepAlive" }), e.data.interval);
277    }
278  });`;class mL{constructor(t,n){var r;if(this.accessTokenValue=null,this.apiKey=null,this._manuallySetToken=!1,this.channels=new Array,this.endPoint="",this.httpEndpoint="",this.headers={},this.params={},this.timeout=Dp,this.transport=null,this.heartbeatIntervalMs=dl.HEARTBEAT_INTERVAL,this.heartbeatTimer=void 0,this.pendingHeartbeatRef=null,this.heartbeatCallback=wd,this.ref=0,this.reconnectTimer=null,this.vsn=wv,this.logger=wd,this.conn=null,this.sendBuffer=[],this.serializer=new rL,this.stateChangeCallbacks={open:[],close:[],error:[],message:[]},this.accessToken=null,this._connectionState="disconnected",this._wasManualDisconnect=!1,this._authPromise=null,this._heartbeatSentAt=null,this._resolveFetch=i=>i?(...s)=>i(...s):(...s)=>fetch(...s),!(!((r=n==null?void 0:n.params)===null||r===void 0)&&r.apikey))throw new Error("API key is required to connect to Realtime");this.apiKey=n.params.apikey,this.endPoint=`${t}/${Fp.websocket}`,this.httpEndpoint=nq(t),this._initializeOptions(n),this._setupReconnectionTimer(),this.fetch=this._resolveFetch(n==null?void 0:n.fetch)}connect(){if(!(this.isConnecting()||this.isDisconnecting()||this.conn!==null&&this.isConnected())){if(this._setConnectionState("connecting"),this.accessToken&&!this._authPromise&&this._setAuthSafely("connect"),this.transport)this.conn=new this.transport(this.endpointURL());else try{this.conn=JO.createWebSocket(this.endpointURL())}catch(t){this._setConnectionState("disconnected");const n=t.message;throw n.includes("Node.js")?new Error(`${n}
279
280To use Realtime in Node.js, you need to provide a WebSocket implementation:
281
282Option 1: Use Node.js 22+ which has native WebSocket support
283Option 2: Install and provide the "ws" package:
284
285  npm install ws
286
287  import ws from "ws"
288  const client = new RealtimeClient(url, {
289    ...options,
290    transport: ws
291  })`):new Error(`WebSocket not available: ${n}`)}this._setupConnectionHandlers()}}endpointURL(){return this._appendParams(this.endPoint,Object.assign({},this.params,{vsn:this.vsn}))}disconnect(t,n){if(!this.isDisconnecting())if(this._setConnectionState("disconnecting",!0),this.conn){const r=setTimeout(()=>{this._setConnectionState("disconnected")},100);this.conn.onclose=()=>{clearTimeout(r),this._setConnectionState("disconnected")},typeof this.conn.close=="function"&&(t?this.conn.close(t,n??""):this.conn.close()),this._teardownConnection()}else this._setConnectionState("disconnected")}getChannels(){return this.channels}async removeChannel(t){const n=await t.unsubscribe();return this.channels.length===0&&this.disconnect(),n}async removeAllChannels(){const t=await Promise.all(this.channels.map(n=>n.unsubscribe()));return this.channels=[],this.disconnect(),t}log(t,n,r){this.logger(t,n,r)}connectionState(){switch(this.conn&&this.conn.readyState){case $r.connecting:return gi.Connecting;case $r.open:return gi.Open;case $r.closing:return gi.Closing;default:return gi.Closed}}isConnected(){return this.connectionState()===gi.Open}isConnecting(){return this._connectionState==="connecting"}isDisconnecting(){return this._connectionState==="disconnecting"}

291channel(t,n={config:{}}){const r=`realtime:${t}`,i=this.getChannels().find(s=>s.topic===r);if(i)return i;{const s=new os(`realtime:${t}`,n,this);return this.channels.push(s),s}}push(t){const{topic:n,event:r,payload:i,ref:s}=t,a=()=>{this.encode(t,o=>{var l;(l=this.conn)===null||l===void 0||l.send(o)})};this.log("push",`${n} ${r} (${s})`,i),this.isConnected()?a():this.sendBuffer.push(a)}async setAuth(t=null){this._authPromise=this._performAuth(t);try{await this._authPromise}finally{this._authPromise=null}}_isManualToken(){return this._manuallySetToken}async sendHeartbeat(){var t;if(!this.isConnected()){try{this.heartbeatCallback("disconnected")}catch(n){this.log("error","error in heartbeat callback",n)}return}if(this.pendingHeartbeatRef){this.pendingHeartbeatRef=null,this._heartbeatSentAt=null,this.log("transport","heartbeat timeout. Attempting to re-establish connection");try{this.heartbeatCallback("timeout")}catch(n){this.log("error","error in heartbeat callback",n)}this._wasManualDisconnect=!1,(t=this.conn)===null||t===void 0||t.close(tL,"heartbeat timeout"),setTimeout(()=>{var n;this.isConnected()||(n=this.reconnectTimer)===null||n===void 0||n.scheduleTimeout()},dl.HEARTBEAT_TIMEOUT_FALLBACK);return}this._heartbeatSentAt=Date.now(),this.pendingHeartbeatRef=this._makeRef(),this.push({topic:"phoenix",event:"heartbeat",payload:{},ref:this.pendingHeartbeatRef});try{this.heartbeatCallback("sent")}catch(n){this.log("error","error in heartbeat callback",n)}this._setAuthSafely("heartbeat")}onHeartbeat(t){this.heartbeatCallback=t}flushSendBuffer(){this.isConnected()&&this.sendBuffer.length>0&&(this.sendBuffer.forEach(t=>t()),this.sendBuffer=[])}_makeRef(){let t=this.ref+1;return t===this.ref?this.ref=0:this.ref=t,this.ref.toString()}_leaveOpenTopic(t){let n=this.channels.find(r=>r.topic===t&&(r._isJoined()||r._isJoining()));n&&(this.log("transport",`leaving duplicate topic "${t}"`),n.unsubscribe())}_remove(t){this.channels=this.channels.filter(n=>n.topic!==t.topic)}_onConnMessage(t){this.decode(t.data,n=>{if(n.topic==="phoenix"&&n.event==="phx_reply"&&n.ref&&n.ref===this.pendingHeartbeatRef){const u=this._heartbeatSentAt?Date.now()-this._heartbeatSentAt:void 0;try{this.heartbeatCallback(n.payload.status==="ok"?"ok":"error",u)}catch(c){this.log("error","error in heartbeat callback",c)}this._heartbeatSentAt=null,this.pendingHeartbeatRef=null}const{topic:r,event:i,payload:s,ref:a}=n,o=a?`(${a})`:"",l=s.status||"";this.log("receive",`${l} ${r} ${i} ${o}`.trim(),s),this.channels.filter(u=>u._isMember(r)).forEach(u=>u._trigger(i,s,a)),this._triggerStateCallbacks("message",n)})}_clearTimer(t){var n;t==="heartbeat"&&this.heartbeatTimer?(clearInterval(this.heartbeatTimer),this.heartbeatTimer=void 0):t==="reconnect"&&((n=this.reconnectTimer)===null||n===void 0||n.reset())}_clearAllTimers(){this._clearTimer("heartbeat"),this._clearTimer("reconnect")}_setupConnectionHandlers(){this.conn&&("binaryType"in this.conn&&(this.conn.binaryType="arraybuffer"),this.conn.onopen=()=>this._onConnOpen(),this.conn.onerror=t=>this._onConnError(t),this.conn.onmessage=t=>this._onConnMessage(t),this.conn.onclose=t=>this._onConnClose(t),this.conn.readyState===$r.open&&this._onConnOpen())}_teardownConnection(){if(this.conn){if(this.conn.readyState===$r.open||this.conn.readyState===$r.connecting)try{this.conn.close()}catch(t){this.log("error","Error closing connection",t)}this.conn.onopen=null,this.conn.onerror=null,this.conn.onmessage=null,this.conn.onclose=null,this.conn=null}this._clearAllTimers(),this._terminateWorker(),this.channels.forEach(t=>t.teardown())}_onConnOpen(){this._setConnectionState("connected"),this.log("transport",`connected to ${this.endpointURL()}`),(this._authPromise||(this.accessToken&&!this.accessTokenValue?this.setAuth():Promise.resolve())).then(()=>{this.flushSendBuffer()}).catch(n=>{this.log("error","error waiting for auth on connect",n),this.flushSendBuffer()}),this._clearTimer("reconnect"),this.worker?this.workerRef||this._startWorkerHeartbeat():this._startHeartbeat(),this._triggerStateCallbacks("open")}_startHeartbeat(){this.heartbeatTimer&&clearInterval(this.heartbeatTimer),this.heartbeatTimer=setInterval(()=>this.sendHeartbeat(),this.heartbeatIntervalMs)}_startWorkerHeartbeat(){this.workerUrl?this.log("worker",`starting worker for from ${this.workerUrl}`):this.log("worker","starting default worker");const t=this._workerObjectUrl(this.workerUrl);this.workerRef=new Worker(t),this.workerRef.onerror=n=>{this.log("worker","worker error",n.message),this._terminateWorker()},this.workerRef.onmessage=n=>{n.data.event==="keepAlive"&&this.sendHeartbeat()},this.workerRef.postMessage({event:"start",interval:this.heartbeatIntervalMs})}_terminateWorker(){this.workerRef&&(this.log("worker","terminating worker"),this.workerRef.terminate(),this.workerRef=void 0)}_onConnClose(t){var n;this._setConnectionState("disconnected"),this.log("transport","close",t),this._triggerChanError(),this._clearTimer("heartbeat"),this._wasManualDisconnect||(n=this.reconnectTimer)===null||n===void 0||n.scheduleTimeout(),this._triggerStateCallbacks("close",t)}_onConnError(t){this._setConnectionState("disconnected"),this.log("transport",`${t}`),this._triggerChanError(),this._triggerStateCallbacks("error",t);try{this.heartbeatCallback("error")}catch(n){this.log("error","error in heartbeat callback",n)}}

291_triggerChanError(){this.channels.forEach(t=>t._trigger(Fn.error))}_appendParams(t,n){if(Object.keys(n).length===0)return t;const r=t.match(/\?/)?"&":"?",i=new URLSearchParams(n);return`${t}${r}${i}`}_workerObjectUrl(t){let n;if(t)n=t;else{const r=new Blob([pL],{type:"application/javascript"});n=URL.createObjectURL(r)}return n}_setConnectionState(t,n=!1){this._connectionState=t,t==="connecting"?this._wasManualDisconnect=!1:t==="disconnecting"&&(this._wasManualDisconnect=n)}async _performAuth(t=null){let n,r=!1;if(t)n=t,r=!0;else if(this.accessToken)try{n=await this.accessToken()}catch(i){this.log("error","Error fetching access token from callback",i),n=this.accessTokenValue}else n=this.accessTokenValue;r?this._manuallySetToken=!0:this.accessToken&&(this._manuallySetToken=!1),this.accessTokenValue!=n&&(this.accessTokenValue=n,this.channels.forEach(i=>{const s={access_token:n,version:ZO};n&&i.updateJoinPayload(s),i.joinedOnce&&i._isJoined()&&i._push(Fn.access_token,{access_token:n})}))}async _waitForAuthIfNeeded(){this._authPromise&&await this._authPromise}_setAuthSafely(t="general"){this._isManualToken()||this.setAuth().catch(n=>{this.log("error",`Error setting auth in ${t}`,n)})}_triggerStateCallbacks(t,n){try{this.stateChangeCallbacks[t].forEach(r=>{try{r(n)}catch(i){this.log("error",`error in ${t} callback`,i)}})}catch(r){this.log("error",`error triggering ${t} callbacks`,r)}}_setupReconnectionTimer(){this.reconnectTimer=new eq(async()=>{setTimeout(async()=>{await this._waitForAuthIfNeeded(),this.isConnected()||this.connect()},dl.RECONNECT_DELAY)},this.reconnectAfterMs)}_initializeOptions(t){var n,r,i,s,a,o,l,u,c,p,f,m;switch(this.transport=(n=t==null?void 0:t.transport)!==null&&n!==void 0?n:null,this.timeout=(r=t==null?void 0:t.timeout)!==null&&r!==void 0?r:Dp,this.heartbeatIntervalMs=(i=t==null?void 0:t.heartbeatIntervalMs)!==null&&i!==void 0?i:dl.HEARTBEAT_INTERVAL,this.worker=(s=t==null?void 0:t.worker)!==null&&s!==void 0?s:!1,this.accessToken=(a=t==null?void 0:t.accessToken)!==null&&a!==void 0?a:null,this.heartbeatCallback=(o=t==null?void 0:t.heartbeatCallback)!==null&&o!==void 0?o:wd,this.vsn=(l=t==null?void 0:t.vsn)!==null&&l!==void 0?l:wv,t!=null&&t.params&&(this.params=t.params),t!=null&&t.logger&&(this.logger=t.logger),(t!=null&&t.logLevel||t!=null&&t.log_level)&&(this.logLevel=t.logLevel||t.log_level,this.params=Object.assign(Object.assign({},this.params),{log_level:this.logLevel})),this.reconnectAfterMs=(u=t==null?void 0:t.reconnectAfterMs)!==null&&u!==void 0?u:g=>cL[g-1]||dL,this.vsn){case eL:this.encode=(c=t==null?void 0:t.encode)!==null&&c!==void 0?c:(g,h)=>h(JSON.stringify(g)),this.decode=(p=t==null?void 0:t.decode)!==null&&p!==void 0?p:(g,h)=>h(JSON.parse(g));break;case Zw:this.encode=(f=t==null?void 0:t.encode)!==null&&f!==void 0?f:this.serializer.encode.bind(this.serializer),this.decode=(m=t==null?void 0:t.decode)!==null&&m!==void 0?m:this.serializer.decode.bind(this.serializer);break;default:throw new Error(`Unsupported serializer version: ${this.vsn}`)}if(this.worker){if(typeof window<"u"&&!window.Worker)throw new Error("Web Worker is not supported");this.workerUrl=t==null?void 0:t.workerUrl}}}var Za=class extends Error{constructor(e,t){var n;super(e),this.name="IcebergError",this.status=t.status,this.icebergType=t.icebergType,this.icebergCode=t.icebergCode,this.details=t.details,this.isCommitStateUnknown=t.icebergType==="CommitStateUnknownException"||[500,502,504].includes(t.status)&&((n=t.icebergType)==null?void 0:n.includes("CommitState"))===!0}isNotFound(){return this.status===404}isConflict(){return this.status===409}isAuthenticationTimeout(){return this.status===419}};function fL(e,t,n){const r=new URL(t,e);if(n)for(const[i,s]of Object.entries(n))s!==void 0&&r.searchParams.set(i,s);return 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to(t.fetch,`${t.url}/bucket${n}`,{headers:t.headers})})}async getBucket(e){var t=this;return t.handleOperation(async()=>await to(t.fetch,`${t.url}/bucket/${e}`,{headers:t.headers}))}async createBucket(e,t={public:!1}){var n=this;return n.handleOperation(async()=>await dt(n.fetch,`${n.url}/bucket`,{id:e,name:e,type:t.type,public:t.public,file_size_limit:t.fileSizeLimit,allowed_mime_types:t.allowedMimeTypes},{headers:n.headers}))}async updateBucket(e,t){var n=this;return n.handleOperation(async()=>await Bp(n.fetch,`${n.url}/bucket/${e}`,{id:e,name:e,public:t.public,file_size_limit:t.fileSizeLimit,allowed_mime_types:t.allowedMimeTypes},{headers:n.headers}))}async emptyBucket(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/bucket/${e}/empty`,{},{headers:t.headers}))}async deleteBucket(e){var t=this;return t.handleOperation(async()=>await Xf(t.fetch,`${t.url}/bucket/${e}`,{},{headers:t.headers}))}listBucketOptionsToQueryString(e){const t={};return e&&("limit"in 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to(t.fetch,i,{headers:t.headers})})}async deleteBucket(e){var t=this;return t.handleOperation(async()=>await Xf(t.fetch,`${t.url}/bucket/${e}`,{},{headers:t.headers}))}from(e){var t=this;if(!qL(e))throw new rc("Invalid bucket name: File, folder, and bucket names must follow AWS object key naming guidelines and should avoid the use of any other characters.");const n=new bL({baseUrl:this.url,catalogName:e,auth:{type:"custom",getHeaders:async()=>t.headers},fetch:this.fetch}

291),r=this.shouldThrowOnError;return new Proxy(n,{get(i,s){const a=i[s];return typeof a!="function"?a:async(...o)=>{try{return{data:await a.apply(i,o),error:null}}catch(l){if(r)throw l;return{data:null,error:l}}}}})}},$L=class extends ea{constructor(e,t={},n){const r=e.replace(/\/$/,""),i=we(we({},Ko),{},{"Content-Type":"application/json"},t);super(r,i,n,"vectors")}async createIndex(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/CreateIndex`,e,{headers:t.headers})||{})}async getIndex(e,t){var n=this;return n.handleOperation(async()=>await dt(n.fetch,`${n.url}/GetIndex`,{vectorBucketName:e,indexName:t},{headers:n.headers}))}async listIndexes(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/ListIndexes`,e,{headers:t.headers}))}async deleteIndex(e,t){var n=this;return n.handleOperation(async()=>await dt(n.fetch,`${n.url}/DeleteIndex`,{vectorBucketName:e,indexName:t},{headers:n.headers})||{})}},DL=class extends ea{constructor(e,t={},n){const r=e.replace(/\/$/,""),i=we(we({},Ko),{},{"Content-Type":"application/json"},t);super(r,i,n,"vectors")}async putVectors(e){var t=this;if(e.vectors.length<1||e.vectors.length>500)throw new Error("Vector batch size must be between 1 and 500 items");return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/PutVectors`,e,{headers:t.headers})||{})}async getVectors(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/GetVectors`,e,{headers:t.headers}))}async listVectors(e){var t=this;if(e.segmentCount!==void 0){if(e.segmentCount<1||e.segmentCount>16)throw new Error("segmentCount must be between 1 and 16");if(e.segmentIndex!==void 0&&(e.segmentIndex<0||e.segmentIndex>=e.segmentCount))throw new Error(`segmentIndex must be between 0 and ${e.segmentCount-1}`)}return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/ListVectors`,e,{headers:t.headers}))}async queryVectors(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/QueryVectors`,e,{headers:t.headers}))}async deleteVectors(e){var t=this;if(e.keys.length<1||e.keys.length>500)throw new Error("Keys batch size must be between 1 and 500 items");return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/DeleteVectors`,e,{headers:t.headers})||{})}},FL=class extends ea{constructor(e,t={},n){const r=e.replace(/\/$/,""),i=we(we({},Ko),{},{"Content-Type":"application/json"},t);super(r,i,n,"vectors")}async createBucket(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/CreateVectorBucket`,{vectorBucketName:e},{headers:t.headers})||{})}async getBucket(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/GetVectorBucket`,{vectorBucketName:e},{headers:t.headers}))}async listBuckets(e={}){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/ListVectorBuckets`,e,{headers:t.headers}))}async deleteBucket(e){var t=this;return t.handleOperation(async()=>await dt(t.fetch,`${t.url}/DeleteVectorBucket`,{vectorBucketName:e},{headers:t.headers})||{})}},UL=class extends FL{constructor(e,t={}){super(e,t.headers||{},t.fetch)}from(e){return new zL(this.url,this.headers,e,this.fetch)}async createBucket(e){var t=()=>super.createBucket,n=this;return t().call(n,e)}async getBucket(e){var t=()=>super.getBucket,n=this;return t().call(n,e)}async listBuckets(e={}){var t=()=>super.listBuckets,n=this;return t().call(n,e)}async deleteBucket(e){var t=()=>super.deleteBucket,n=this;return t().call(n,e)}},zL=class extends $L{constructor(e,t,n,r){super(e,t,r),this.vectorBucketName=n}async createIndex(e){var t=()=>super.createIndex,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName}))}async listIndexes(e={}){var t=()=>super.listIndexes,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName}))}async getIndex(e){var t=()=>super.getIndex,n=this;return t().call(n,n.vectorBucketName,e)}async deleteIndex(e){var t=()=>super.deleteIndex,n=this;return t().call(n,n.vectorBucketName,e)}index(e){return new BL(this.url,this.headers,this.vectorBucketName,e,this.fetch)}},BL=class extends DL{constructor(e,t,n,r,i){super(e,t,i),this.vectorBucketName=n,this.indexName=r}async putVectors(e){var t=()=>super.putVectors,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName,indexName:n.indexName}))}async getVectors(e){var t=()=>super.getVectors,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName,indexName:n.indexName}))}async listVectors(e={}){var t=()=>super.listVectors,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName,indexName:n.indexName}))}async queryVectors(e){var t=()=>super.queryVectors,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName,indexName:n.indexName}))}async deleteVectors(e){var t=()=>super.deleteVectors,n=this;return t().call(n,we(we({},e),{},{vectorBucketName:n.vectorBucketName,indexName:n.indexName}))}},WL=class extends NL{constructor(e,t={},n,r){super(e,t,n,r)}from(e){return new LL(this.url,this.headers,e,this.fetch)}get vectors(){return new UL(this.url+"/vector",{headers:this.headers,fetch:this.fetch})}get analytics(){return new RL(this.url+"/iceberg",this.headers,this.fetch)}};const sq="2.93.2",ss=30*1e3,Wp=3,qd=Wp*ss,HL="http://localhost:9999",VL="supabase.auth.token",GL={"X-Client-Info":`gotrue-js/${sq}`},Hp="X-Supabase-Api-Version",aq={"2024-01-01":{timestamp:Date.parse("2024-01-01T00:00:00.0Z"),name:"2024-01-01"}},KL=/^([a-z0-9_-]{4})*($|[a-z0-9_-]{3}$|[a-z0-9_-]{2}$)$/i,XL=10*60*1e3;

291class no extends Error{constructor(t,n,r){super(t),this.__isAuthError=!0,this.name="AuthError",this.status=n,this.code=r}}function pe(e){return typeof e=="object"&&e!==null&&"__isAuthError"in e}class QL extends no{constructor(t,n,r){super(t,n,r),this.name="AuthApiError",this.status=n,this.code=r}}function JL(e){return pe(e)&&e.name==="AuthApiError"}class vi extends no{constructor(t,n){super(t),this.name="AuthUnknownError",this.originalError=n}}class Cr extends no{constructor(t,n,r,i){super(t,r,i),this.name=n,this.status=r}}class mn extends Cr{constructor(){super("Auth session missing!","AuthSessionMissingError",400,void 0)}}function Sd(e){return pe(e)&&e.name==="AuthSessionMissingError"}class Ki extends Cr{constructor(){super("Auth session or user missing","AuthInvalidTokenResponseError",500,void 0)}}class fl extends Cr{constructor(t){super(t,"AuthInvalidCredentialsError",400,void 0)}}class hl extends Cr{constructor(t,n=null){super(t,"AuthImplicitGrantRedirectError",500,void 0),this.details=null,this.details=n}toJSON(){return{name:this.name,message:this.message,status:this.status,details:this.details}}}function YL(e){return pe(e)&&e.name==="AuthImplicitGrantRedirectError"}class Cv extends Cr{constructor(t,n=null){super(t,"AuthPKCEGrantCodeExchangeError",500,void 0),this.details=null,this.details=n}toJSON(){return{name:this.name,message:this.message,status:this.status,details:this.details}}}class ZL extends Cr{constructor(){super("PKCE code verifier not found in storage. This can happen if the auth flow was initiated in a different browser or device, or if the storage was cleared. For SSR frameworks (Next.js, SvelteKit, etc.), use @supabase/ssr on both the server and client to store the code verifier in cookies.","AuthPKCECodeVerifierMissingError",400,"pkce_code_verifier_not_found")}}class Vp extends Cr{constructor(t,n){super(t,"AuthRetryableFetchError",n,void 0)}}function Ad(e){return pe(e)&&e.name==="AuthRetryableFetchError"}class jv extends Cr{constructor(t,n,r){super(t,"AuthWeakPasswordError",n,"weak_password"),this.reasons=r}}class Gp extends Cr{constructor(t){super(t,"AuthInvalidJwtError",400,"invalid_jwt")}}const Xl="ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789-_".split(""),Pv=` 	
292\r=`.split(""),eM=(()=>{const e=new Array(128);for(let t=0;t<e.length;t+=1)e[t]=-1;for(let t=0;t<Pv.length;t+=1)e[Pv[t].charCodeAt(0)]=-2;for(let t=0;t<Xl.length;t+=1)e[Xl[t].charCodeAt(0)]=t;return e})();function Tv(e,t,n){if(e!==null)for(t.queue=t.queue<<8|e,t.queuedBits+=8;t.queuedBits>=6;){const r=t.queue>>t.queuedBits-6&63;n(Xl[r]),t.queuedBits-=6}else if(t.queuedBits>0)for(t.queue=t.queue<<6-t.queuedBits,t.queuedBits=6;t.queuedBits>=6;){const r=t.queue>>t.queuedBits-6&63;n(Xl[r]),t.queuedBits-=6}}function oq(e,t,n){const r=eM[e];if(r>-1)for(t.queue=t.queue<<6|r,t.queuedBits+=6;t.queuedBits>=8;)n(t.queue>>t.queuedBits-8&255),t.queuedBits-=8;else{if(r===-2)return;throw new Error(`Invalid Base64-URL character "${String.fromCharCode(e)}"`)}}function Iv(e){const t=[],n=a=>{t.push(String.fromCodePoint(a))},r={utf8seq:0,codepoint:0},i={queue:0,queuedBits:0},s=a=>{rM(a,r,n)};for(let a=0;a<e.length;a+=1)oq(e.charCodeAt(a),i,s);return t.join("")}function tM(e,t){if(e<=127){t(e);return}else if(e<=2047){t(192|e>>6),t(128|e&63);return}else if(e<=65535){t(224|e>>12),t(128|e>>6&63),t(128|e&63);return}else if(e<=1114111){t(240|e>>18),t(128|e>>12&63),t(128|e>>6&63),t(128|e&63);return}throw new Error(`Unrecognized Unicode codepoint: ${e.toString(16)}`)}function nM(e,t){for(let n=0;n<e.length;n+=1){let r=e.charCodeAt(n);if(r>55295&&r<=56319){const i=(r-55296)*1024&65535;r=(e.charCodeAt(n+1)-56320&65535|i)+65536,n+=1}tM(r,t)}}function rM(e,t,n){if(t.utf8seq===0){if(e<=127){n(e);return}for(let r=1;r<6;r+=1)if(!(e>>7-r&1)){t.utf8seq=r;break}if(t.utf8seq===2)t.codepoint=e&31;else if(t.utf8seq===3)t.codepoint=e&15;else if(t.utf8seq===4)t.codepoint=e&7;else throw new Error("Invalid UTF-8 sequence");t.utf8seq-=1}else if(t.utf8seq>0){if(e<=127)throw new Error("Invalid UTF-8 sequence");t.codepoint=t.codepoint<<6|e&63,t.utf8seq-=1,t.utf8seq===0&&n(t.codepoint)}}function gs(e){const t=[],n={queue:0,queuedBits:0},r=i=>{t.push(i)};for(let i=0;i<e.length;i+=1)oq(e.charCodeAt(i),n,r);return new Uint8Array(t)}function iM(e){const t=[];return nM(e,n=>t.push(n)),new Uint8Array(t)}function yi(e){const t=[],n={queue:0,queuedBits:0},r=i=>{t.push(i)};return e.forEach(i=>

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292if(typeof r=="symbol"){const s=r.toString();if(s==="Symbol(Symbol.toPrimitive)"||s==="Symbol(Symbol.toStringTag)"||s==="Symbol(util.inspect.custom)"||s==="Symbol(nodejs.util.inspect.custom)")return Reflect.get(n,r,i)}return!t.value&&typeof r=="string"&&(console.warn("Using the user object as returned from supabase.auth.getSession() or from some supabase.auth.onAuthStateChange() events could be insecure! This value comes directly from the storage medium (usually cookies on the server) and may not be authentic. Use supabase.auth.getUser() instead which authenticates the data by contacting the Supabase Auth server."),t.value=!0),Reflect.get(n,r,i)}})}function Ov(e){return JSON.parse(JSON.stringify(e))}const di=e=>e.msg||e.message||e.error_description||e.error||JSON.stringify(e),wM=[502,503,504];async function Lv(e){var t;if(!lM(e))throw new Vp(di(e),0);if(wM.includes(e.status))throw new Vp(di(e),e.status);let n;try{n=await e.json()}catch(s){throw new vi(di(s),s)}let r;const i=gM(e);if(i&&i.getTime()>=aq["2024-01-01"].timestamp&&typeof n=="object"&&n&&typeof n.code=="string"?r=n.code:typeof n=="object"&&n&&typeof n.error_code=="string"&&(r=n.error_code),r){if(r==="weak_password")throw new jv(di(n),e.status,((t=n.weak_password)===null||t===void 0?void 0:t.reasons)||[]);if(r==="session_not_found")throw new mn}else if(typeof n=="object"&&n&&typeof n.weak_password=="object"&&n.weak_password&&Array.isArray(n.weak_password.reasons)&&n.weak_password.reasons.length&&n.weak_password.reasons.reduce((s,a)=>s&&typeof a=="string",!0))throw new jv(di(n),e.status,n.weak_password.reasons);throw new QL(di(n),e.status||500,r)}const qM=(e,t,n,r)=>{const i={method:e,headers:(t==null?void 0:t.headers)||{}};return e==="GET"?i:(i.headers=Object.assign({"Content-Type":"application/json;charset=UTF-8"},t==null?void 0:t.headers),i.body=JSON.stringify(r),Object.assign(Object.assign({},i),n))};async function xe(e,t,n,r){var i;const s=Object.assign({},r==null?void 0:r.headers);s[Hp]||(s[Hp]=aq["2024-01-01"].name),r!=null&&r.jwt&&(s.Authorization=`Bearer ${r.jwt}`);const a=(i=r==null?void 0:r.query)!==null&&i!==void 0?i:{};r!=null&&r.redirectTo&&(a.redirect_to=r.redirectTo);const o=Object.keys(a).length?"?"+new URLSearchParams(a).toString():"",l=await SM(e,t,n+o,{headers:s,noResolveJson:r==null?void 0:r.noResolveJson},{},r==null?void 0:r.body);return r!=null&&r.xform?r==null?void 0:r.xform(l):{data:Object.assign({},l),error:null}}async function SM(e,t,n,r,i,s){const a=qM(t,r,i,s);let o;try{o=await e(n,Object.assign({},a))}catch(l){throw console.error(l),new Vp(di(l),0)}if(o.ok||await Lv(o),r!=null&&r.noResolveJson)return o;try{return await o.json()}catch(l){await Lv(l)}}function Nn(e){var t;let n=null;_M(e)&&(n=Object.assign({},e),e.expires_at||(n.expires_at=sM(e.expires_in)));const r=(t=e.user)!==null&&t!==void 0?t:e;return{data:{session:n,user:r},error:null}}function Mv(e){const t=Nn(e);return!t.error&&e.weak_password&&typeof e.weak_password=="object"&&Array.isArray(e.weak_password.reasons)&&e.weak_password.reasons.length&&e.weak_password.message&&typeof e.weak_password.message=="string"&&e.weak_password.reasons.reduce((n,r)=>n&&typeof r=="string",!0)&&(t.data.weak_password=e.weak_password),t}function Fr(e){var t;return{data:{user:(t=e.user)!==null&&t!==void 0?t:e},error:null}}function AM(e){return{data:e,error:null}}function EM(e){const{action_link:t,email_otp:n,hashed_token:r,redirect_to:i,verification_type:s}=e,a=Xu(e,["action_link","email_otp","hashed_token","redirect_to","verification_type"]),o={action_link:t,email_otp:n,hashed_token:r,redirect_to:i,verification_type:s},l=Object.assign({},a);return{data:{properties:o,user:l},error:null}}function Nv(e){return e}function _M(e){return e.access_token&&e.refresh_token&&e.expires_in}const _d=["global","local","others"];class kM{constructor({url:t="",headers:n={},fetch:r}){this.url=t,this.headers=n,this.fetch=uq(r),this.mfa={listFactors:this._listFactors.bind(this),deleteFactor:this._deleteFactor.bind(this)},this.oauth={listClients:this._listOAuthClients.bind(this),createClient:this._createOAuthClient.bind(this),getClient:this._getOAuthClient.bind(this),updateClient:this._updateOAuthClient.bind(this),deleteClient:this._deleteOAuthClient.bind(this),regenerateClientSecret:this._regenerateOAuthClientSecret.bind(this)}}async signOut(t,n=_d[0]){if(_d.indexOf(n)<0)throw new Error(`@supabase/auth-js: Parameter scope must be one of ${_d.join(", ")}`);try{return await xe(this.fetch,"POST",`${this.url}/logout?scope=${n}`,{headers:this.headers,jwt:t,noResolveJson:!0}),{data:null,error:null}}catch(r){if(pe(r))return{data:null,error:r};throw r}}async inviteUserByEmail(t,n={}){try{return await xe(this.fetch,"POST",`${this.url}/invite`,{body:{email:t,data:n.data},headers:this.headers,redirectTo:n.redirectTo,xform:Fr})}catch(r){if(pe(r))return{data:{user:null},error:r};throw r}}async generateLink(t){try{const{options:n}=t,r=Xu(t,["options"]),i=Object.assign(Object.assign({},r),n);return"newEmail"in r&&(i.new_email=r==null?void 0:r.newEmail,delete i.newEmail),await xe(this.fetch,"POST",`${this.url}/admin/generate_link`,{body:i,headers:this.headers,xform:EM,redirectTo:n==null?void 0:n.redirectTo})}catch(n){if(pe(n))return{data:{properties:null,user:null},error:n};throw n}}async createUser(t){try{return await xe(this.fetch,"POST",`${this.url}/admin/users`,{body:t,headers:this.headers,xform:Fr})}catch(n){if(pe(n))return{data:{user:null},error:n};throw n}}async listUsers(t){var n,r,i,s,a,o,l;try{const u={nextPage:null,lastPage:0,total:0},c=await xe(this.fetch,"GET",`${this.url}/admin/users`,{headers:this.headers,noResolveJson:!0,query:{page:(r=(n=t==null?void 0:t.page)===null||n===void 0?void 0:n.toString())!==null&&r!==void 0?r:"",per_page:(s=(i=t==null?void 0:t.perPage)===null||i===void 0?void 0:i.toString())!==null&&s!==void 0?s:""},xform:Nv});if(c.error)throw c.error;const p=await c.json(),f=(a=c.headers.get("x-total-count"))!==null&&a!==void 0?a:0,m=(l=(o=c.headers.get("link"))===null||o===void 0?void 0:o.split(","))!==null&&l!==void 0?l:[];return m.length>0&&(m.forEach(g=>{const h=parseInt(g.split(";")[0].split("=")[1].substring(0,1)),v=JSON.parse(g.split(";")[1].split("=")[1]);u[`${v}Page`]=h}),u.total=parseInt(f)),{data:Object.assign(Object.assign({},p),u),error:null}}catch(u){if(pe(u))return{data:{users:[]},error:u};throw u}}async getUserById(t){Qi(t);try{return await xe(this.fetch,"GET",`${this.url}/admin/users/${t}`,{headers:this.headers,xform:Fr})}catch(n){if(pe(n))return{data:{user:null},error:n};throw n}}async updateUserById(t,n){Qi(t);try{return await xe(this.fetch,"PUT",`${this.url}/admin/users/${t}`,{body:n,headers:this.headers,xform:Fr})}catch(r){if(pe(r))return{data:{user:null},error:r};throw r}}async deleteUser(t,n=!1){Qi(t);

292try{return await xe(this.fetch,"DELETE",`${this.url}/admin/users/${t}`,{headers:this.headers,body:{should_soft_delete:n},xform:Fr})}catch(r){if(pe(r))return{data:{user:null},error:r};throw r}}async _listFactors(t){Qi(t.userId);try{const{data:n,error:r}=await xe(this.fetch,"GET",`${this.url}/admin/users/${t.userId}/factors`,{headers:this.headers,xform:i=>({data:{factors:i},error:null})});return{data:n,error:r}}catch(n){if(pe(n))return{data:null,error:n};throw n}}async _deleteFactor(t){Qi(t.userId),Qi(t.id);try{return{data:await xe(this.fetch,"DELETE",`${this.url}/admin/users/${t.userId}/factors/${t.id}`,{headers:this.headers}),error:null}}catch(n){if(pe(n))return{data:null,error:n};throw n}}async _listOAuthClients(t){var n,r,i,s,a,o,l;try{const u={nextPage:null,lastPage:0,total:0},c=await xe(this.fetch,"GET",`${this.url}/admin/oauth/clients`,{headers:this.headers,noResolveJson:!0,query:{page:(r=(n=t==null?void 0:t.page)===null||n===void 0?void 0:n.toString())!==null&&r!==void 0?r:"",per_page:(s=(i=t==null?void 0:t.perPage)===null||i===void 0?void 0:i.toString())!==null&&s!==void 0?s:""},xform:Nv});if(c.error)throw c.error;const p=await c.json(),f=(a=c.headers.get("x-total-count"))!==null&&a!==void 0?a:0,m=(l=(o=c.headers.get("link"))===null||o===void 0?void 0:o.split(","))!==null&&l!==void 0?l:[];return m.length>0&&(m.forEach(g=>{const h=parseInt(g.split(";")[0].split("=")[1].substring(0,1)),v=JSON.parse(g.split(";")[1].split("=")[1]);u[`${v}Page`]=h}),u.total=parseInt(f)),{data:Object.assign(Object.assign({},p),u),error:null}}catch(u){if(pe(u))return{data:{clients:[]},error:u};throw u}}async _createOAuthClient(t){try{return await xe(this.fetch,"POST",`${this.url}/admin/oauth/clients`,{body:t,headers:this.headers,xform:n=>({data:n,error:null})})}catch(n){if(pe(n))return{data:null,error:n};throw n}}async _getOAuthClient(t){try{return await xe(this.fetch,"GET",`${this.url}/admin/oauth/clients/${t}`,{headers:this.headers,xform:n=>({data:n,error:null})})}catch(n){if(pe(n))return{data:null,error:n};throw n}}async _updateOAuthClient(t,n){try{return await xe(this.fetch,"PUT",`${this.url}/admin/oauth/clients/${t}`,{body:n,headers:this.headers,xform:r=>({data:r,error:null})})}catch(r){if(pe(r))return{data:null,error:r};throw r}}async _deleteOAuthClient(t){try{return await xe(this.fetch,"DELETE",`${this.url}/admin/oauth/clients/${t}`,{headers:this.headers,noResolveJson:!0}),{data:null,error:null}}catch(n){if(pe(n))return{data:null,error:n};throw n}}async _regenerateOAuthClientSecret(t){try{return await xe(this.fetch,"POST",`${this.url}/admin/oauth/clients/${t}/regenerate_secret`,{headers:this.headers,xform:n=>({data:n,error:null})})}catch(n){if(pe(n))return{data:null,error:n};throw n}}}function Rv(e={}){return{getItem:t=>e[t]||null,setItem:(t,n)=>{e[t]=n},removeItem:t=>{delete e[t]}}}const Ji={debug:!!(globalThis&&lq()&&globalThis.localStorage&&globalThis.localStorage.getItem("supabase.gotrue-js.locks.debug")==="true")};class cq extends Error{constructor(t){super(t),this.isAcquireTimeout=!0}}class CM extends cq{}async function jM(e,t,n){Ji.debug&&console.log("@supabase/gotrue-js: navigatorLock: acquire lock",e,t);const r=new globalThis.AbortController;return t>0&&setTimeout(()=>{r.abort(),Ji.debug&&console.log("@supabase/gotrue-js: navigatorLock acquire timed out",e)},t),await Promise.resolve().then(()=>globalThis.navigator.locks.request(e,t===0?{mode:"exclusive",ifAvailable:!0}:{mode:"exclusive",signal:r.signal},async i=>{if(i){Ji.debug&&console.log("@supabase/gotrue-js: navigatorLock: acquired",e,i.name);try{return await n()}finally{Ji.debug&&console.log("@supabase/gotrue-js: navigatorLock: released",e,i.name)}}else{if(t===0)throw Ji.debug&&console.log("@supabase/gotrue-js: navigatorLock: not immediately available",e),new CM(`Acquiring an exclusive Navigator LockManager lock "${e}" immediately failed`);if(Ji.debug)try{const s=await globalThis.navigator.locks.query();console.log("@supabase/gotrue-js: Navigator LockManager state",JSON.stringify(s,null,"  "))}catch(s){console.warn("@supabase/gotrue-js: Error when querying Navigator LockManager state",s)}return console.warn("@supabase/gotrue-js: Navigator LockManager returned a null lock when using #request without ifAvailable set to true, it appears this browser is not following the LockManager spec https://developer.mozilla.org/en-US/docs/Web/API/LockManager/request"),await n()}}))}function PM(){if(typeof globalThis!="object")try{Object.defineProperty(Object.prototype,"__magic__",{get:function(){return this},configurable:!0}),__magic__.globalThis=__magic__,delete Object.prototype.__magic__}catch{typeof self<"u"&&(self.globalThis=self)}}function dq(e){if(!/^0x[a-fA-F0-9]{40}$/.test(e))throw new Error(`@supabase/auth-js: Address "${e}

292" is invalid.`);return e.toLowerCase()}function TM(e){return parseInt(e,16)}function IM(e){const t=new TextEncoder().encode(e);return"0x"+Array.from(t,r=>r.toString(16).padStart(2,"0")).join("")}function OM(e){var t;const{chainId:n,domain:r,expirationTime:i,issuedAt:s=new Date,nonce:a,notBefore:o,requestId:l,resources:u,scheme:c,uri:p,version:f}=e;{if(!Number.isInteger(n))throw new Error(`@supabase/auth-js: Invalid SIWE message field "chainId". Chain ID must be a EIP-155 chain ID. Provided value: ${n}`);if(!r)throw new Error('@supabase/auth-js: Invalid SIWE message field "domain". Domain must be provided.');if(a&&a.length<8)throw new Error(`@supabase/auth-js: Invalid SIWE message field "nonce". Nonce must be at least 8 characters. Provided value: ${a}`);if(!p)throw new Error('@supabase/auth-js: Invalid SIWE message field "uri". URI must be provided.');if(f!=="1")throw new Error(`@supabase/auth-js: Invalid SIWE message field "version". Version must be '1'. Provided value: ${f}`);if(!((t=e.statement)===null||t===void 0)&&t.includes(`
293`))throw new Error(`@supabase/auth-js: Invalid SIWE message field "statement". Statement must not include '\\n'. Provided value: ${e.statement}`)}const m=dq(e.address),g=c?`${c}://${r}`:r,h=e.statement?`${e.statement}
294`:"",v=`${g} wants you to sign in with your Ethereum account:
295${m}
296
297${h}`;let b=`URI: ${p}
298Version: ${f}
299Chain ID: ${n}${a?`
300Nonce: ${a}`:""}
301Issued At: ${s.toISOString()}`;if(i&&(b+=`
302Expiration Time: ${i.toISOString()}`),o&&(b+=`
303Not Before: ${o.toISOString()}`),l&&(b+=`
304Request ID: ${l}`),u){let w=`
305Resources:`;for(const y of u){if(!y||typeof y!="string")throw new Error(`@supabase/auth-js: Invalid SIWE message field "resources". Every resource must be a valid string. Provided value: ${y}`);w+=`
306- ${y}`}b+=w}return`${v}
307${b}`}class Et extends Error{constructor({message:t,code:n,cause:r,name:i}){var s;super(t,{cause:r}),this.__isWebAuthnError=!0,this.name=(s=i??(r instanceof Error?r.name:void 0))!==null&&s!==void 0?s:"Unknown Error",this.code=n}}class Ql extends Et{constructor(t,n){super({code:"ERROR_PASSTHROUGH_SEE_CAUSE_PROPERTY",cause:n,message:t}),this.name="WebAuthnUnknownError",this.originalError=n}}function LM({error:e,options:t}){var n,r,i;const{publicKey:s}=t;if(!s)throw Error("options was missing required publicKey property");if(e.name==="AbortError"){if(t.signal instanceof AbortSignal)return new Et({message:"Registration ceremony was sent an abort signal",code:"ERROR_CEREMONY_ABORTED",cause:e})}else if(e.name==="ConstraintError"){if(((n=s.authenticatorSelection)===null||n===void 0?void 0:n.requireResidentKey)===!0)return new Et({message:"Discoverable credentials were required but no available authenticator supported it",code:"ERROR_AUTHENTICATOR_MISSING_DISCOVERABLE_CREDENTIAL_SUPPORT",cause:e});if(t.mediation==="conditional"&&((r=s.authenticatorSelection)===null||r===void 0?void 0:r.userVerification)==="required")return new Et({message:"User verification was required during automatic registration but it could not be performed",code:"ERROR_AUTO_REGISTER_USER_VERIFICATION_FAILURE",cause:e});if(((i=s.authenticatorSelection)===null||i===void 0?void 0:i.userVerification)==="required")return new Et({message:"User verification was required but no available authenticator supported it",code:"ERROR_AUTHENTICATOR_MISSING_USER_VERIFICATION_SUPPORT",cause:e})}else{if(e.name==="InvalidStateError")return new Et({message:"The authenticator was previously registered",code:"ERROR_AUTHENTICATOR_PREVIOUSLY_REGISTERED",cause:e});if(e.name==="NotAllowedError")return new Et({message:e.message,code:"ERROR_PASSTHROUGH_SEE_CAUSE_PROPERTY",cause:e});if(e.name==="NotSupportedError")return s.pubKeyCredParams.filter(o=>o.type==="public-key").length===0?new Et({message:'No entry in pubKeyCredParams was of type "public-key"',code:"ERROR_MALFORMED_PUBKEYCREDPARAMS",cause:e}):new Et({message:"No available authenticator supported any of the specified pubKeyCredParams algorithms",code:"ERROR_AUTHENTICATOR_NO_SUPPORTED_PUBKEYCREDPARAMS_ALG",cause:e});if(e.name==="SecurityError"){const a=window.location.hostname;if(pq(a)){if(s.rp.id!==a)return new Et({message:`The RP ID "${s.rp.id}

307" is invalid for this domain`,code:"ERROR_INVALID_RP_ID",cause:e})}else return new Et({message:`${window.location.hostname} is an invalid domain`,code:"ERROR_INVALID_DOMAIN",cause:e})}else if(e.name==="TypeError"){if(s.user.id.byteLength<1||s.user.id.byteLength>64)return new Et({message:"User ID was not between 1 and 64 characters",code:"ERROR_INVALID_USER_ID_LENGTH",cause:e})}else if(e.name==="UnknownError")return new Et({message:"The authenticator was unable to process the specified options, or could not create a new credential",code:"ERROR_AUTHENTICATOR_GENERAL_ERROR",cause:e})}return new Et({message:"a Non-Webauthn related error has occurred",code:"ERROR_PASSTHROUGH_SEE_CAUSE_PROPERTY",cause:e})}function MM({error:e,options:t}){const{publicKey:n}=t;if(!n)throw Error("options was missing required publicKey property");if(e.name==="AbortError"){if(t.signal instanceof AbortSignal)return new Et({message:"Authentication ceremony was sent an abort signal",code:"ERROR_CEREMONY_ABORTED",cause:e})}else{if(e.name==="NotAllowedError")return new Et({message:e.message,code:"ERROR_PASSTHROUGH_SEE_CAUSE_PROPERTY",cause:e});if(e.name==="SecurityError"){const r=window.location.hostname;if(pq(r)){if(n.rpId!==r)return new Et({message:`The RP ID "${n.rpId}" is invalid for this domain`,code:"ERROR_INVALID_RP_ID",cause:e})}else return new Et({message:`${window.location.hostname} is an invalid domain`,code:"ERROR_INVALID_DOMAIN",cause:e})}else if(e.name==="UnknownError")return new Et({message:"The authenticator was unable to process the specified options, or could not create a new assertion signature",code:"ERROR_AUTHENTICATOR_GENERAL_ERROR",cause:e})}return new Et({message:"a Non-Webauthn related error has occurred",code:"ERROR_PASSTHROUGH_SEE_CAUSE_PROPERTY",cause:e})}class NM{createNewAbortSignal(){if(this.controller){const n=new Error("Cancelling existing WebAuthn API call for new one");n.name="AbortError",this.controller.abort(n)}const t=new AbortController;return this.controller=t,t.signal}cancelCeremony(){if(this.controller){const t=new Error("Manually cancelling existing WebAuthn API call");t.name="AbortError",this.controller.abort(t),this.controller=void 0}}}const RM=new NM;function $M(e){if(!e)throw new Error("Credential creation options are required");if(typeof PublicKeyCredential<"u"&&"parseCreationOptionsFromJSON"in PublicKeyCredential&&typeof PublicKeyCredential.parseCreationOptionsFromJSON=="function")return PublicKeyCredential.parseCreationOptionsFromJSON(e);const{challenge:t,user:n,excludeCredentials:r}=e,i=Xu(e,["challenge","user","excludeCredentials"]),s=gs(t).buffer,a=Object.assign(Object.assign({},n),{id:gs(n.id).buffer}),o=Object.assign(Object.assign({},i),{challenge:s,user:a});if(r&&r.length>0){o.excludeCredentials=new Array(r.length);for(let l=0;l<r.length;l++){const u=r[l];o.excludeCredentials[l]=Object.assign(Object.assign({},u),{id:gs(u.id).buffer,type:u.type||"public-key",transports:u.transports})}}return o}function DM(e){if(!e)throw new Error("Credential request options are required");if(typeof PublicKeyCredential<"u"&&"parseRequestOptionsFromJSON"in PublicKeyCredential&&typeof PublicKeyCredential.parseRequestOptionsFromJSON=="function")return PublicKeyCredential.parseRequestOptionsFromJSON(e);const{challenge:t,allowCredentials:n}=e,r=Xu(e,["challenge","allowCredentials"]),i=gs(t).buffer,s=Object.assign(Object.assign({},r),{challenge:i});if(n&&n.length>0){s.allowCredentials=new Array(n.length);for(let a=0;a<n.length;a++){const o=n[a];s.allowCredentials[a]=Object.assign(Object.assign({},o),{id:gs(o.id).buffer,type:o.type||"public-key",transports:o.transports})}}return s}function FM(e){var t;if("toJSON"in e&&typeof e.toJSON=="function")return e.toJSON();const n=e;return{id:e.id,rawId:e.id,response:{attestationObject:yi(new Uint8Array(e.response.attestationObject)),clientDataJSON:yi(new Uint8Array(e.response.clientDataJSON))},type:"public-key",clientExtensionResults:e.getClientExtensionResults(),authenticatorAttachment:(t=n.authenticatorAttachment)!==null&&t!==void 0?t:void 0}}function UM(e){var t;if("toJSON"in e&&typeof e.toJSON=="function")return e.toJSON();const n=e,r=e.getClientExtensionResults(),i=e.response;return{id:e.id,rawId:e.id,response:{authenticatorData:yi(new Uint8Array(i.authenticatorData)),clientDataJSON:yi(new Uint8Array(i.clientDataJSON)),signature:yi(new Uint8Array(i.signature)),userHandle:i.userHandle?yi(new Uint8Array(i.userHandle)):void 0},type:"public-key",clientExtensionResults:r,authenticatorAttachment:(t=n.authenticatorAttachment)!==null&&t!==void 0?t:void 0}}function pq(e){return e==="localhost"||/^([a-z0-9]+(-[a-z0-9]+)*\.)+[a-z]{2,}$/i.test(e)}function $v(){var e,t;return!!(Ft()&&"PublicKeyCredential"in window&&window.PublicKeyCredential&&"credentials"in navigator&&typeof((e=navigator==null?void 0:navigator.credentials)===null||e===void 0?void 0:e.create)=="function"&&typeof((t=navigator==null?void 0:navigator.credentials)===null||t===void 0?void 0:t.get)=="function")}async function zM(e){try{const t=await navigator.credentials.create(e);return t?t instanceof PublicKeyCredential?{data:t,error:null}:{data:null,error:new Ql("Browser returned unexpected credential type",t)}:{data:null,error:new Ql("Empty credential response",t)}}

307catch(t){return{data:null,error:LM({error:t,options:e})}}}async function BM(e){try{const t=await navigator.credentials.get(e);return t?t instanceof PublicKeyCredential?{data:t,error:null}:{data:null,error:new Ql("Browser returned unexpected credential type",t)}:{data:null,error:new Ql("Empty credential response",t)}}catch(t){return{data:null,error:MM({error:t,options:e})}}}const WM={hints:["security-key"],authenticatorSelection:{authenticatorAttachment:"cross-platform",requireResidentKey:!1,userVerification:"preferred",residentKey:"discouraged"},attestation:"direct"},HM={userVerification:"preferred",hints:["security-key"],attestation:"direct"};function Jl(...e){const t=i=>i!==null&&typeof i=="object"&&!Array.isArray(i),n=i=>i instanceof ArrayBuffer||ArrayBuffer.isView(i),r={};for(const i of e)if(i)for(const s in i){const a=i[s];if(a!==void 0)if(Array.isArray(a))r[s]=a;else if(n(a))r[s]=a;else if(t(a)){const o=r[s];t(o)?r[s]=Jl(o,a):r[s]=Jl(a)}else r[s]=a}return r}function VM(e,t){return Jl(WM,e,t||{})}function GM(e,t){return Jl(HM,e,t||{})}class KM{constructor(t){this.client=t,this.enroll=this._enroll.bind(this),this.challenge=this._challenge.bind(this),this.verify=this._verify.bind(this),this.authenticate=this._authenticate.bind(this),this.register=this._register.bind(this)}async _enroll(t){return this.client.mfa.enroll(Object.assign(Object.assign({},t),{factorType:"webauthn"}))}async _challenge({factorId:t,webauthn:n,friendlyName:r,signal:i},s){try{const{data:a,error:o}=await this.client.mfa.challenge({factorId:t,webauthn:n});if(!a)return{data:null,error:o};const l=i??RM.createNewAbortSignal();if(a.webauthn.type==="create"){const{user:u}=a.webauthn.credential_options.publicKey;u.name||(u.name=`${u.id}:${r}`),u.displayName||(u.displayName=u.name)}switch(a.webauthn.type){case"create":{const u=VM(a.webauthn.credential_options.publicKey,s==null?void 0:s.create),{data:c,error:p}=await zM({publicKey:u,signal:l});return c?{data:{factorId:t,challengeId:a.id,webauthn:{type:a.webauthn.type,credential_response:c}},error:null}:{data:null,error:p}}case"request":{const u=GM(a.webauthn.credential_options.publicKey,s==null?void 0:s.request),{data:c,error:p}=await BM(Object.assign(Object.assign({},a.webauthn.credential_options),{publicKey:u,signal:l}));return c?{data:{factorId:t,challengeId:a.id,webauthn:{type:a.webauthn.type,credential_response:c}},error:null}:{data:null,error:p}}}}catch(a){return pe(a)?{data:null,error:a}:{data:null,error:new vi("Unexpected error in challenge",a)}}}async _verify({challengeId:t,factorId:n,webauthn:r}){return this.client.mfa.verify({factorId:n,challengeId:t,webauthn:r})}async _authenticate({factorId:t,webauthn:{rpId:n=typeof window<"u"?window.location.hostname:void 0,rpOrigins:r=typeof window<"u"?[window.location.origin]:void 0,signal:i}={}},s){if(!n)return{data:null,error:new no("rpId is required for WebAuthn authentication")};try{if(!$v())return{data:null,error:new vi("Browser does not support WebAuthn",null)};const{data:a,error:o}=await this.challenge({factorId:t,webauthn:{rpId:n,rpOrigins:r},signal:i},{request:s});if(!a)return{data:null,error:o};const{webauthn:l}=a;return this._verify({factorId:t,challengeId:a.challengeId,webauthn:{type:l.type,rpId:n,rpOrigins:r,credential_response:l.credential_response}})}catch(a){return pe(a)?{data:null,error:a}:{data:null,error:new vi("Unexpected error in authenticate",a)}}}async _register({friendlyName:t,webauthn:{rpId:n=typeof window<"u"?window.location.hostname:void 0,rpOrigins:r=typeof window<"u"?[window.location.origin]:void 0,signal:i}={}},s){if(!n)return{data:null,error:new no("rpId is required for WebAuthn registration")};try{if(!$v())return{data:null,error:new vi("Browser does not support WebAuthn",null)};const{data:a,error:o}=await this._enroll({friendlyName:t});if(!a)return await this.client.mfa.listFactors().then(c=>{var p;return(p=c.data)===null||p===void 0?void 0:p.all.find(f=>f.factor_type==="webauthn"&&f.friendly_name===t&&f.status!=="unverified")}).then(c=>c?this.client.mfa.unenroll({factorId:c==null?void 0:c.id}):void 0),{data:null,error:o};const{data:l,error:u}=await this._challenge({factorId:a.id,friendlyName:a.friendly_name,webauthn:{rpId:n,rpOrigins:r},signal:i},{create:s});return l?this._verify({factorId:a.id,challengeId:l.challengeId,webauthn:{rpId:n,rpOrigins:r,type:l.webauthn.type,credential_response:l.webauthn.credential_response}}):{data:null,error:u}}catch(a){return pe(a)?{data:null,error:a}:{data:null,error:new vi("Unexpected error in register",a)}}}}PM();const XM={url:HL,storageKey:VL,autoRefreshToken:!0,persistSession:!0,detectSessionInUrl:!0,headers:GL,flowType:"implicit",debug:!1,hasCustomAuthorizationHeader:!1,throwOnError:!1,lockAcquireTimeout:1e4};async function Dv(e,t,n){return await n()}const Yi={};class ro{get jwks(){var t,n;return(n=(t=Yi[this.storageKey])===null||t===void 0?void 0:t.jwks)!==null&&n!==void 0?n:{keys:[]}}set jwks(t){Yi[this.storageKey]=Object.assign(Object.assign({},Yi[this.storageKey]),{jwks:t})}get jwks_cached_at(){var t,n;return(n=(t=Yi[this.storageKey])===null||t===void 0?void 0:t.cachedAt)!==null&&n!==void 0?n:Number.MIN_SAFE_INTEGER}set jwks_cached_at(t){Yi[this.storageKey]=Object.assign(Object.assign({},Yi[this.storageKey]),{cachedAt:t})}constructor(t){var n,r,i;this.userStorage=null,this.memoryStorage=null,this.stateChangeEmitters=new Map,this.autoRefreshTicker=null,this.autoRefreshTickTimeout=null,this.visibilityChangedCallback=null,this.refreshingDeferred=null,this.initializePromise=null,this.detectSessionInUrl=!0,this.hasCustomAuthorizationHeader=!1,this.suppressGetSessionWarning=!1,this.lockAcquired=!1,this.pendingInLock=[],this.broadcastChannel=null,this.logger=console.log;const s=Object.assign(Object.assign({}

307,XM),t);if(this.storageKey=s.storageKey,this.instanceID=(n=ro.nextInstanceID[this.storageKey])!==null&&n!==void 0?n:0,ro.nextInstanceID[this.storageKey]=this.instanceID+1,this.logDebugMessages=!!s.debug,typeof s.debug=="function"&&(this.logger=s.debug),this.instanceID>0&&Ft()){const a=`${this._logPrefix()} Multiple GoTrueClient instances detected in the same browser context. It is not an error, but this should be avoided as it may produce undefined behavior when used concurrently under the same storage key.`;console.warn(a),this.logDebugMessages&&console.trace(a)}if(this.persistSession=s.persistSession,this.autoRefreshToken=s.autoRefreshToken,this.admin=new kM({url:s.url,headers:s.headers,fetch:s.fetch}),this.url=s.url,this.headers=s.headers,this.fetch=uq(s.fetch),this.lock=s.lock||Dv,this.detectSessionInUrl=s.detectSessionInUrl,this.flowType=s.flowType,this.hasCustomAuthorizationHeader=s.hasCustomAuthorizationHeader,this.throwOnError=s.throwOnError,this.lockAcquireTimeout=s.lockAcquireTimeout,s.lock?this.lock=s.lock:this.persistSession&&Ft()&&(!((r=globalThis==null?void 0:globalThis.navigator)===null||r===void 0)&&r.locks)?this.lock=jM:this.lock=Dv,this.jwks||(this.jwks={keys:[]},this.jwks_cached_at=Number.MIN_SAFE_INTEGER),this.mfa={verify:this._verify.bind(this),enroll:this._enroll.bind(this),unenroll:this._unenroll.bind(this),challenge:this._challenge.bind(this),listFactors:this._listFactors.bind(this),challengeAndVerify:this._challengeAndVerify.bind(this),getAuthenticatorAssuranceLevel:this._getAuthenticatorAssuranceLevel.bind(this),webauthn:new KM(this)},this.oauth={getAuthorizationDetails:this._getAuthorizationDetails.bind(this),approveAuthorization:this._approveAuthorization.bind(this),denyAuthorization:this._denyAuthorization.bind(this),listGrants:this._listOAuthGrants.bind(this),revokeGrant:this._revokeOAuthGrant.bind(this)},this.persistSession?(s.storage?this.storage=s.storage:lq()?this.storage=globalThis.localStorage:(this.memoryStorage={},this.storage=Rv(this.memoryStorage)),s.userStorage&&(this.userStorage=s.userStorage)):(this.memoryStorage={},this.storage=Rv(this.memoryStorage)),Ft()&&globalThis.BroadcastChannel&&this.persistSession&&this.storageKey){try{this.broadcastChannel=new globalThis.BroadcastChannel(this.storageKey)}catch(a){console.error("Failed to create a new BroadcastChannel, multi-tab state changes will not be available",a)}(i=this.broadcastChannel)===null||i===void 0||i.addEventListener("message",async a=>{this._debug("received broadcast notification from other tab or client",a);try{await this._notifyAllSubscribers(a.data.event,a.data.session,!1)}catch(o){this._debug("#broadcastChannel","error",o)}})}this.initialize().catch(a=>{this._debug("#initialize()","error",a)})}isThrowOnErrorEnabled(){return this.throwOnError}_returnResult(t){if(this.throwOnError&&t&&t.error)throw t.error;return t}_logPrefix(){return`GoTrueClient@${this.storageKey}:${this.instanceID} (${sq}) ${new Date().toISOString()}`}_debug(...t){return this.logDebugMessages&&this.logger(this._logPrefix(),...t),this}async initialize(){return this.initializePromise?await this.initializePromise:(this.initializePromise=(async()=>await this._acquireLock(this.lockAcquireTimeout,async()=>await this._initialize()))(),await this.initializePromise)}async _initialize(){var t;try{let n={},r="none";if(Ft()&&(n=oM(window.location.href),this._isImplicitGrantCallback(n)?r="implicit":await this._isPKCECallback(n)&&(r="pkce")),Ft()&&this.detectSessionInUrl&&r!=="none"){const{data:i,error:s}=await this._getSessionFromURL(n,r);if(s){if(this._debug("#_initialize()","error detecting session from URL",s),YL(s)){const l=(t=s.details)===null||t===void 0?void 0:t.code;if(l==="identity_already_exists"||l==="identity_not_found"||l==="single_identity_not_deletable")return{error:s}}return{error:s}}const{session:a,redirectType:o}=i;return this._debug("#_initialize()","detected session in URL",a,"redirect type",o),await this._saveSession(a),setTimeout(async()=>{o==="recovery"?await this._notifyAllSubscribers("PASSWORD_RECOVERY",a):await this._notifyAllSubscribers("SIGNED_IN",a)},0),{error:null}}return await this._recoverAndRefresh(),{error:null}}catch(n){return pe(n)?this._returnResult({error:n}):this._returnResult({error:new vi("Unexpected error during initialization",n)})}finally{await this._handleVisibilityChange(),this._debug("#_initialize()","end")}}async signInAnonymously(t){var n,r,i;try{const s=await xe(this.fetch,"POST",`${this.url}/signup`,{headers:this.headers,body:{data:(r=(n=t==null?void 0:t.options)===null||n===void 0?void 0:n.data)!==null&&r!==void 0?r:{},gotrue_meta_security:{captcha_token:(i=t==null?void 0:t.options)===null||i===void 0?void 0:i.captchaToken}},xform:Nn}),{data:a,error:o}=s;

307if(o||!a)return this._returnResult({data:{user:null,session:null},error:o});const l=a.session,u=a.user;return a.session&&(await this._saveSession(a.session),await this._notifyAllSubscribers("SIGNED_IN",l)),this._returnResult({data:{user:u,session:l},error:null})}catch(s){if(pe(s))return this._returnResult({data:{user:null,session:null},error:s});throw s}}async signUp(t){var n,r,i;try{let s;if("email"in t){const{email:c,password:p,options:f}=t;let m=null,g=null;this.flowType==="pkce"&&([m,g]=await Xi(this.storage,this.storageKey)),s=await xe(this.fetch,"POST",`${this.url}/signup`,{headers:this.headers,redirectTo:f==null?void 0:f.emailRedirectTo,body:{email:c,password:p,data:(n=f==null?void 0:f.data)!==null&&n!==void 0?n:{},gotrue_meta_security:{captcha_token:f==null?void 0:f.captchaToken},code_challenge:m,code_challenge_method:g},xform:Nn})}else if("phone"in t){const{phone:c,password:p,options:f}=t;s=await xe(this.fetch,"POST",`${this.url}/signup`,{headers:this.headers,body:{phone:c,password:p,data:(r=f==null?void 0:f.data)!==null&&r!==void 0?r:{},channel:(i=f==null?void 0:f.channel)!==null&&i!==void 0?i:"sms",gotrue_meta_security:{captcha_token:f==null?void 0:f.captchaToken}},xform:Nn})}else throw new fl("You must provide either an email or phone number and a password");const{data:a,error:o}=s;if(o||!a)return await Dt(this.storage,`${this.storageKey}-code-verifier`),this._returnResult({data:{user:null,session:null},error:o});const l=a.session,u=a.user;return a.session&&(await this._saveSession(a.session),await this._notifyAllSubscribers("SIGNED_IN",l)),this._returnResult({data:{user:u,session:l},error:null})}catch(s){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(s))return this._returnResult({data:{user:null,session:null},error:s});throw s}}async signInWithPassword(t){try{let n;if("email"in t){const{email:s,password:a,options:o}=t;n=await xe(this.fetch,"POST",`${this.url}/token?grant_type=password`,{headers:this.headers,body:{email:s,password:a,gotrue_meta_security:{captcha_token:o==null?void 0:o.captchaToken}},xform:Mv})}else if("phone"in t){const{phone:s,password:a,options:o}=t;n=await xe(this.fetch,"POST",`${this.url}/token?grant_type=password`,{headers:this.headers,body:{phone:s,password:a,gotrue_meta_security:{captcha_token:o==null?void 0:o.captchaToken}},xform:Mv})}else throw new fl("You must provide either an email or phone number and a password");const{data:r,error:i}=n;if(i)return this._returnResult({data:{user:null,session:null},error:i});if(!r||!r.session||!r.user){const s=new Ki;return this._returnResult({data:{user:null,session:null},error:s})}return r.session&&(await this._saveSession(r.session),await this._notifyAllSubscribers("SIGNED_IN",r.session)),this._returnResult({data:Object.assign({user:r.user,session:r.session},r.weak_password?{weakPassword:r.weak_password}:null),error:i})}catch(n){if(pe(n))return this._returnResult({data:{user:null,session:null},error:n});throw n}}async signInWithOAuth(t){var n,r,i,s;return await this._handleProviderSignIn(t.provider,{redirectTo:(n=t.options)===null||n===void 0?void 0:n.redirectTo,scopes:(r=t.options)===null||r===void 0?void 0:r.scopes,queryParams:(i=t.options)===null||i===void 0?void 0:i.queryParams,skipBrowserRedirect:(s=t.options)===null||s===void 0?void 0:s.skipBrowserRedirect})}async exchangeCodeForSession(t){return await this.initializePromise,this._acquireLock(this.lockAcquireTimeout,async()=>this._exchangeCodeForSession(t))}async signInWithWeb3(t){const{chain:n}=t;switch(n){case"ethereum":return await this.signInWithEthereum(t);case"solana":return await this.signInWithSolana(t);default:throw new Error(`@supabase/auth-js: Unsupported chain "${n}"`)}}async signInWithEthereum(t){var n,r,i,s,a,o,l,u,c,p,f;let m,g;if("message"in t)m=t.message,g=t.signature;else{const{chain:h,wallet:v,statement:b,options:w}=t;let y;if(Ft())if(typeof v=="object")y=v;else{const S=window;if("ethereum"in S&&typeof S.ethereum=="object"&&"request"in S.ethereum&&typeof S.ethereum.request=="function")y=S.ethereum;else throw new Error("@supabase/auth-js: No compatible Ethereum wallet interface on the window object (window.ethereum) detected. Make sure the user already has a wallet installed and connected for this app. Prefer passing the wallet interface object directly to signInWithWeb3({ chain: 'ethereum', wallet: resolvedUserWallet }) instead.")}else{if(typeof v!="object"||!(w!=null&&w.url))throw new Error("@supabase/auth-js: Both wallet and url must be specified in non-browser environments.");y=v}const A=new URL((n=w==null?void 0:w.url)!==null&&n!==void 0?n:window.location.href),q=await y.request({method:"eth_requestAccounts"}).then(S=>S).catch(()=>{throw new Error("@supabase/auth-js: Wallet method eth_requestAccounts is missing or invalid")});if(!q||q.length===0)throw new Error("@supabase/auth-js: No accounts available. Please ensure the wallet is connected.");const x=dq(q[0]);let _=(r=w==null?void 0:w.signInWithEthereum)===null||r===void 0?void 0:r.chainId;if(!_){const S=await y.request({method:"eth_chainId"});_=TM(S)}const I={domain:A.host,address:x,statement:b,uri:A.href,version:"1",chainId:_,nonce:(i=w==null?void 0:w.signInWithEthereum)===null||i===void 0?void 0:i.nonce,issuedAt:(a=(s=w==null?void 0:w.signInWithEthereum)===null||s===void 0?void 0:s.issuedAt)!==null&&a!==void 0?a:new Date,expirationTime:(o=w==null?void 0:w.signInWithEthereum)===null||o===void 0?void 0:o.expirationTime,notBefore:(l=w==null?void 0:w.signInWithEthereum)===null||l===void 0?void 0:l.notBefore,requestId:(u=w==null?void 0:w.signInWithEthereum)===null||u===void 0?void 0:u.requestId,resources:(c=w==null?void 0:w.signInWithEthereum)===null||c===void 0?void 0:c.resources};m=OM(I),g=await y.request({method:"personal_sign",params:[IM(m),x]})}try{const{data:h,error:v}=await xe(this.fetch,"POST",`${this.url}/token?grant_type=web3`,{headers:this.headers,body:Object.assign({chain:"ethereum",message:m,signature:g},!((p=t.options)===null||p===void 0)&&p.captchaToken?{gotrue_meta_security:{captcha_token:(f=t.options)===null||f===void 0?void 0:f.captchaToken}}:null),xform:Nn});if(v)throw v;if(!h||!h.session||!h.user){const b=new Ki;return this._returnResult({data:{user:null,session:null},error:b})}return h.session&&(await this._saveSession(h.session),await this._notifyAllSubscribers("SIGNED_IN",h.session)),this._returnResult({data:Object.assign({},h),error:v})}catch(h){if(pe(h))return this._returnResult({data:{user:null,session:null},error:h});throw h}}async signInWithSolana(t){var n,r,i,s,a,o,l,u,c,p,f,m;let g,h;if("message"in t)g=t.message,h=t.signature;else{const{chain:v,wallet:b,statement:w,options:y}=t;let A;

307if(Ft())if(typeof b=="object")A=b;else{const x=window;if("solana"in x&&typeof x.solana=="object"&&("signIn"in x.solana&&typeof x.solana.signIn=="function"||"signMessage"in x.solana&&typeof x.solana.signMessage=="function"))A=x.solana;else throw new Error("@supabase/auth-js: No compatible Solana wallet interface on the window object (window.solana) detected. Make sure the user already has a wallet installed and connected for this app. Prefer passing the wallet interface object directly to signInWithWeb3({ chain: 'solana', wallet: resolvedUserWallet }) instead.")}else{if(typeof b!="object"||!(y!=null&&y.url))throw new Error("@supabase/auth-js: Both wallet and url must be specified in non-browser environments.");A=b}const q=new URL((n=y==null?void 0:y.url)!==null&&n!==void 0?n:window.location.href);if("signIn"in A&&A.signIn){const x=await A.signIn(Object.assign(Object.assign(Object.assign({issuedAt:new Date().toISOString()},y==null?void 0:y.signInWithSolana),{version:"1",domain:q.host,uri:q.href}),w?{statement:w}:null));let _;if(Array.isArray(x)&&x[0]&&typeof x[0]=="object")_=x[0];else if(x&&typeof x=="object"&&"signedMessage"in x&&"signature"in x)_=x;else throw new Error("@supabase/auth-js: Wallet method signIn() returned unrecognized value");if("signedMessage"in _&&"signature"in _&&(typeof _.signedMessage=="string"||_.signedMessage instanceof Uint8Array)&&_.signature instanceof Uint8Array)g=typeof _.signedMessage=="string"?_.signedMessage:new TextDecoder().decode(_.signedMessage),h=_.signature;else throw new Error("@supabase/auth-js: Wallet method signIn() API returned object without signedMessage and signature fields")}else{if(!("signMessage"in A)||typeof A.signMessage!="function"||!("publicKey"in A)||typeof A!="object"||!A.publicKey||!("toBase58"in A.publicKey)||typeof A.publicKey.toBase58!="function")throw new Error("@supabase/auth-js: Wallet does not have a compatible signMessage() and publicKey.toBase58() API");g=[`${q.host} wants you to sign in with your Solana account:`,A.publicKey.toBase58(),...w?["",w,""]:[""],"Version: 1",`URI: ${q.href}`,`Issued At: ${(i=(r=y==null?void 0:y.signInWithSolana)===null||r===void 0?void 0:r.issuedAt)!==null&&i!==void 0?i:new Date().toISOString()}`,...!((s=y==null?void 0:y.signInWithSolana)===null||s===void 0)&&s.notBefore?[`Not Before: ${y.signInWithSolana.notBefore}`]:[],...!((a=y==null?void 0:y.signInWithSolana)===null||a===void 0)&&a.expirationTime?[`Expiration Time: ${y.signInWithSolana.expirationTime}`]:[],...!((o=y==null?void 0:y.signInWithSolana)===null||o===void 0)&&o.chainId?[`Chain ID: ${y.signInWithSolana.chainId}`]:[],...!((l=y==null?void 0:y.signInWithSolana)===null||l===void 0)&&l.nonce?[`Nonce: ${y.signInWithSolana.nonce}`]:[],...!((u=y==null?void 0:y.signInWithSolana)===null||u===void 0)&&u.requestId?[`Request ID: ${y.signInWithSolana.requestId}`]:[],...!((p=(c=y==null?void 0:y.signInWithSolana)===null||c===void 0?void 0:c.resources)===null||p===void 0)&&p.length?["Resources",...y.signInWithSolana.resources.map(_=>`- ${_}`)]:[]].join(`
308`);const x=await A.signMessage(new TextEncoder().encode(g),"utf8");if(!x||!(x instanceof Uint8Array))throw new Error("@supabase/auth-js: Wallet signMessage() API returned an recognized value");h=x}}try{const{data:v,error:b}=await xe(this.fetch,"POST",`${this.url}/token?grant_type=web3`,{headers:this.headers,body:Object.assign({chain:"solana",message:g,signature:yi(h)},!((f=t.options)===null||f===void 0)&&f.captchaToken?{gotrue_meta_security:{captcha_token:(m=t.options)===null||m===void 0?void 0:m.captchaToken}}:null),xform:Nn});if(b)throw b;if(!v||!v.session||!v.user){const w=new Ki;return this._returnResult({data:{user:null,session:null},error:w})}return v.session&&(await this._saveSession(v.session),await this._notifyAllSubscribers("SIGNED_IN",v.session)),this._returnResult({data:Object.assign({},v),error:b})}catch(v){if(pe(v))return this._returnResult({data:{user:null,session:null},error:v});throw v}}async _exchangeCodeForSession(t){const n=await ai(this.storage,`${this.storageKey}-code-verifier`),[r,i]=(n??"").split("/");try{if(!r&&this.flowType==="pkce")throw new ZL;const{data:s,error:a}=await xe(this.fetch,"POST",`${this.url}/token?grant_type=pkce`,{headers:this.headers,body:{auth_code:t,code_verifier:r},xform:Nn});if(await Dt(this.storage,`${this.storageKey}-code-verifier`),a)throw a;if(!s||!s.session||!s.user){const o=new Ki;return this._returnResult({data:{user:null,session:null,redirectType:null},error:o})}return s.session&&(await this._saveSession(s.session),await this._notifyAllSubscribers("SIGNED_IN",s.session)),this._returnResult({data:Object.assign(Object.assign({},s),{redirectType:i??null}),error:a})}catch(s){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(s))return this._returnResult({data:{user:null,session:null,redirectType:null},error:s});throw s}}async signInWithIdToken(t){try{const{options:n,provider:r,token:i,access_token:s,nonce:a}=t,o=await xe(this.fetch,"POST",`${this.url}/token?grant_type=id_token`,{headers:this.headers,body:{provider:r,id_token:i,access_token:s,nonce:a,gotrue_meta_security:{captcha_token:n==null?void 0:n.captchaToken}},xform:Nn}),{data:l,error:u}=o;if(u)return this._returnResult({data:{user:null,session:null},error:u});if(!l||!l.session||!l.user){const c=new Ki;return this._returnResult({data:{user:null,session:null},error:c})}return l.session&&(await this._saveSession(l.session),await this._notifyAllSubscribers("SIGNED_IN",l.session)),this._returnResult({data:l,error:u})}catch(n){if(pe(n))return this._returnResult({data:{user:null,session:null},error:n});throw n}}async signInWithOtp(t){var n,r,i,s,a;try{if("email"in t){const{email:o,options:l}=t;let u=null,c=null;this.flowType==="pkce"&&([u,c]=await Xi(this.storage,this.storageKey));const{error:p}=await xe(this.fetch,"POST",`${this.url}/otp`,{headers:this.headers,body:{email:o,data:(n=l==null?void 0:l.data)!==null&&n!==void 0?n:{},create_user:(r=l==null?void 0:l.shouldCreateUser)!==null&&r!==void 0?r:!0,gotrue_meta_security:{captcha_token:l==null?void 0:l.captchaToken},code_challenge:u,code_challenge_method:c},redirectTo:l==null?void 0:l.emailRedirectTo});return this._returnResult({data:{user:null,session:null},error:p})}if("phone"in t){const{phone:o,options:l}=t,{data:u,error:c}=await xe(this.fetch,"POST",`${this.url}/otp`,{headers:this.headers,body:{phone:o,data:(i=l==null?void 0:l.data)!==null&&i!==void 0?i:{},create_user:(s=l==null?void 0:l.shouldCreateUser)!==null&&s!==void 0?s:!0,gotrue_meta_security:{captcha_token:l==null?void 0:l.captchaToken},channel:(a=l==null?void 0:l.channel)!==null&&a!==void 0?a:"sms"}});return this._returnResult({data:{user:null,session:null,messageId:u==null?void 0:u.message_id},error:c})}throw new fl("You must provide either an email or phone number.")}catch(o){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(o))return this._returnResult({data:{user:null,session:null},error:o});throw o}}async verifyOtp(t){var n,r;try{let i,s;"options"in t&&(i=(n=t.options)===null||n===void 0?void 0:n.redirectTo,s=(r=t.options)===null||r===void 0?void 0:r.captchaToken);const{data:a,error:o}=await xe(this.fetch,"POST",`${this.url}/verify`,{headers:this.headers,body:Object.assign(Object.assign({},t),{gotrue_meta_security:{captcha_token:s}}),redirectTo:i,xform:Nn});if(o)throw o;if(!a)throw new Error("An error occurred on token verification.");const l=a.session,u=a.user;return l!=null&&l.access_token&&(await this._saveSession(l),await this._notifyAllSubscribers(t.type=="recovery"?"PASSWORD_RECOVERY":"SIGNED_IN",l)),this._returnResult({data:{user:u,session:l},error:null})}catch(i){if(pe(i))return this._returnResult({data:{user:null,session:null},error:i});throw i}}async signInWithSSO(t){var n,r,i,s,a;try{let o=null,l=null;this.flowType==="pkce"&&([o,l]=await Xi(this.storage,this.storageKey));const u=await xe(this.fetch,"POST",`${this.url}/sso`,{body:Object.assign(Object.assign(Object.assign(Object.assign(Object.assign({},"providerId"in t?{provider_id:t.providerId}:null),"domain"in t?{domain:t.domain}:null),{redirect_to:(r=(n=t.options)===null||n===void 0?void 0:n.redirectTo)!==null&&r!==void 0?r:void 0}),!((i=t==null?void 0:t.options)===null||i===void 0)&&i.captchaToken?{gotrue_meta_security:{captcha_token:t.options.captchaToken}}

308:null),{skip_http_redirect:!0,code_challenge:o,code_challenge_method:l}),headers:this.headers,xform:AM});return!((s=u.data)===null||s===void 0)&&s.url&&Ft()&&!(!((a=t.options)===null||a===void 0)&&a.skipBrowserRedirect)&&window.location.assign(u.data.url),this._returnResult(u)}catch(o){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(o))return this._returnResult({data:null,error:o});throw o}}async reauthenticate(){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>await this._reauthenticate())}async _reauthenticate(){try{return await this._useSession(async t=>{const{data:{session:n},error:r}=t;if(r)throw r;if(!n)throw new mn;const{error:i}=await xe(this.fetch,"GET",`${this.url}/reauthenticate`,{headers:this.headers,jwt:n.access_token});return this._returnResult({data:{user:null,session:null},error:i})})}catch(t){if(pe(t))return this._returnResult({data:{user:null,session:null},error:t});throw t}}async resend(t){try{const n=`${this.url}/resend`;if("email"in t){const{email:r,type:i,options:s}=t,{error:a}=await xe(this.fetch,"POST",n,{headers:this.headers,body:{email:r,type:i,gotrue_meta_security:{captcha_token:s==null?void 0:s.captchaToken}},redirectTo:s==null?void 0:s.emailRedirectTo});return this._returnResult({data:{user:null,session:null},error:a})}else if("phone"in t){const{phone:r,type:i,options:s}=t,{data:a,error:o}=await xe(this.fetch,"POST",n,{headers:this.headers,body:{phone:r,type:i,gotrue_meta_security:{captcha_token:s==null?void 0:s.captchaToken}}});return this._returnResult({data:{user:null,session:null,messageId:a==null?void 0:a.message_id},error:o})}throw new fl("You must provide either an email or phone number and a type")}catch(n){if(pe(n))return this._returnResult({data:{user:null,session:null},error:n});throw n}}async getSession(){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>this._useSession(async n=>n))}async _acquireLock(t,n){this._debug("#_acquireLock","begin",t);try{if(this.lockAcquired){const r=this.pendingInLock.length?this.pendingInLock[this.pendingInLock.length-1]:Promise.resolve(),i=(async()=>(await r,await n()))();return this.pendingInLock.push((async()=>{try{await i}catch{}})()),i}return await this.lock(`lock:${this.storageKey}`,t,async()=>{this._debug("#_acquireLock","lock acquired for storage key",this.storageKey);try{this.lockAcquired=!0;const r=n();for(this.pendingInLock.push((async()=>{try{await r}catch{}})()),await r;this.pendingInLock.length;){const i=[...this.pendingInLock];await Promise.all(i),this.pendingInLock.splice(0,i.length)}return await r}finally{this._debug("#_acquireLock","lock released for storage key",this.storageKey),this.lockAcquired=!1}})}finally{this._debug("#_acquireLock","end")}}async _useSession(t){this._debug("#_useSession","begin");try{const n=await this.__loadSession();return await t(n)}finally{this._debug("#_useSession","end")}}async __loadSession(){this._debug("#__loadSession()","begin"),this.lockAcquired||this._debug("#__loadSession()","used outside of an acquired lock!",new Error().stack);try{let t=null;const n=await ai(this.storage,this.storageKey);if(this._debug("#getSession()","session from storage",n),n!==null&&(this._isValidSession(n)?t=n:(this._debug("#getSession()","session from storage is not valid"),await this._removeSession())),!t)return{data:{session:null},error:null};const r=t.expires_at?t.expires_at*1e3-Date.now()<qd:!1;if(this._debug("#__loadSession()",`session has${r?"":" not"} expired`,"expires_at",t.expires_at),!r){if(this.userStorage){const a=await ai(this.userStorage,this.storageKey+"-user");a!=null&&a.user?t.user=a.user:t.user=Ed()}if(this.storage.isServer&&t.user&&!t.user.__isUserNotAvailableProxy){const a={value:this.suppressGetSessionWarning};t.user=xM(t.user,a),a.value&&(this.suppressGetSessionWarning=!0)}return{data:{session:t},error:null}}const{data:i,error:s}=await this._callRefreshToken(t.refresh_token);return s?this._returnResult({data:{session:null},error:s}):this._returnResult({data:{session:i},error:null})}finally{this._debug("#__loadSession()","end")}}async getUser(t){if(t)return await this._getUser(t);await this.initializePromise;const n=await this._acquireLock(this.lockAcquireTimeout,async()=>await this._getUser());return n.data.user&&(this.suppressGetSessionWarning=!0),n}async _getUser(t){try{return t?await xe(this.fetch,"GET",`${this.url}/user`,{headers:this.headers,jwt:t,xform:Fr}):await this._useSession(async n=>{var r,i,s;const{data:a,error:o}=n;

308if(o)throw o;return!(!((r=a.session)===null||r===void 0)&&r.access_token)&&!this.hasCustomAuthorizationHeader?{data:{user:null},error:new mn}:await xe(this.fetch,"GET",`${this.url}/user`,{headers:this.headers,jwt:(s=(i=a.session)===null||i===void 0?void 0:i.access_token)!==null&&s!==void 0?s:void 0,xform:Fr})})}catch(n){if(pe(n))return Sd(n)&&(await this._removeSession(),await Dt(this.storage,`${this.storageKey}-code-verifier`)),this._returnResult({data:{user:null},error:n});throw n}}async updateUser(t,n={}){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>await this._updateUser(t,n))}async _updateUser(t,n={}){try{return await this._useSession(async r=>{const{data:i,error:s}=r;if(s)throw s;if(!i.session)throw new mn;const a=i.session;let o=null,l=null;this.flowType==="pkce"&&t.email!=null&&([o,l]=await Xi(this.storage,this.storageKey));const{data:u,error:c}=await xe(this.fetch,"PUT",`${this.url}/user`,{headers:this.headers,redirectTo:n==null?void 0:n.emailRedirectTo,body:Object.assign(Object.assign({},t),{code_challenge:o,code_challenge_method:l}),jwt:a.access_token,xform:Fr});if(c)throw c;return a.user=u.user,await this._saveSession(a),await this._notifyAllSubscribers("USER_UPDATED",a),this._returnResult({data:{user:a.user},error:null})})}catch(r){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(r))return this._returnResult({data:{user:null},error:r});throw r}}async setSession(t){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>await this._setSession(t))}async _setSession(t){try{if(!t.access_token||!t.refresh_token)throw new mn;const n=Date.now()/1e3;let r=n,i=!0,s=null;const{payload:a}=gl(t.access_token);if(a.exp&&(r=a.exp,i=r<=n),i){const{data:o,error:l}=await this._callRefreshToken(t.refresh_token);if(l)return this._returnResult({data:{user:null,session:null},error:l});if(!o)return{data:{user:null,session:null},error:null};s=o}else{const{data:o,error:l}=await this._getUser(t.access_token);if(l)return this._returnResult({data:{user:null,session:null},error:l});s={access_token:t.access_token,refresh_token:t.refresh_token,user:o.user,token_type:"bearer",expires_in:r-n,expires_at:r},await this._saveSession(s),await this._notifyAllSubscribers("SIGNED_IN",s)}return this._returnResult({data:{user:s.user,session:s},error:null})}catch(n){if(pe(n))return this._returnResult({data:{session:null,user:null},error:n});throw n}}async refreshSession(t){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>await this._refreshSession(t))}async _refreshSession(t){try{return await this._useSession(async n=>{var r;if(!t){const{data:a,error:o}=n;if(o)throw o;t=(r=a.session)!==null&&r!==void 0?r:void 0}if(!(t!=null&&t.refresh_token))throw new mn;const{data:i,error:s}=await this._callRefreshToken(t.refresh_token);return s?this._returnResult({data:{user:null,session:null},error:s}):i?this._returnResult({data:{user:i.user,session:i},error:null}):this._returnResult({data:{user:null,session:null},error:null})})}catch(n){if(pe(n))return this._returnResult({data:{user:null,session:null},error:n});throw n}}async _getSessionFromURL(t,n){try{if(!Ft())throw new hl("No browser detected.");if(t.error||t.error_description||t.error_code)throw new hl(t.error_description||"Error in URL with unspecified error_description",{error:t.error||"unspecified_error",code:t.error_code||"unspecified_code"});switch(n){case"implicit":if(this.flowType==="pkce")throw new Cv("Not a valid PKCE flow url.");break;case"pkce":if(this.flowType==="implicit")throw new hl("Not a valid implicit grant flow url.");break;default:}if(n==="pkce"){if(this._debug("#_initialize()","begin","is PKCE flow",!0),!t.code)throw new Cv("No code detected.");const{data:w,error:y}=await this._exchangeCodeForSession(t.code);if(y)throw y;const A=new URL(window.location.href);return A.searchParams.delete("code"),window.history.replaceState(window.history.state,"",A.toString()),{data:{session:w.session,redirectType:null},error:null}}const{provider_token:r,provider_refresh_token:i,access_token:s,refresh_token:a,expires_in:o,expires_at:l,token_type:u}=t;if(!s||!o||!a||!u)throw new hl("No session defined in URL");const c=Math.round(Date.now()/1e3),p=parseInt(o);let f=c+p;l&&(f=parseInt(l));const m=f-c;

308m*1e3<=ss&&console.warn(`@supabase/gotrue-js: Session as retrieved from URL expires in ${m}s, should have been closer to ${p}s`);const g=f-p;c-g>=120?console.warn("@supabase/gotrue-js: Session as retrieved from URL was issued over 120s ago, URL could be stale",g,f,c):c-g<0&&console.warn("@supabase/gotrue-js: Session as retrieved from URL was issued in the future? Check the device clock for skew",g,f,c);const{data:h,error:v}=await this._getUser(s);if(v)throw v;const b={provider_token:r,provider_refresh_token:i,access_token:s,expires_in:p,expires_at:f,refresh_token:a,token_type:u,user:h.user};return window.location.hash="",this._debug("#_getSessionFromURL()","clearing window.location.hash"),this._returnResult({data:{session:b,redirectType:t.type},error:null})}catch(r){if(pe(r))return this._returnResult({data:{session:null,redirectType:null},error:r});throw r}}_isImplicitGrantCallback(t){return typeof this.detectSessionInUrl=="function"?this.detectSessionInUrl(new URL(window.location.href),t):!!(t.access_token||t.error_description)}async _isPKCECallback(t){const n=await ai(this.storage,`${this.storageKey}-code-verifier`);return!!(t.code&&n)}async signOut(t={scope:"global"}){return await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>await this._signOut(t))}async _signOut({scope:t}={scope:"global"}){return await this._useSession(async n=>{var r;const{data:i,error:s}=n;if(s&&!Sd(s))return this._returnResult({error:s});const a=(r=i.session)===null||r===void 0?void 0:r.access_token;if(a){const{error:o}=await this.admin.signOut(a,t);if(o&&!(JL(o)&&(o.status===404||o.status===401||o.status===403)||Sd(o)))return this._returnResult({error:o})}return t!=="others"&&(await this._removeSession(),await Dt(this.storage,`${this.storageKey}-code-verifier`)),this._returnResult({error:null})})}onAuthStateChange(t){const n=aM(),r={id:n,callback:t,unsubscribe:()=>{this._debug("#unsubscribe()","state change callback with id removed",n),this.stateChangeEmitters.delete(n)}};return this._debug("#onAuthStateChange()","registered callback with id",n),this.stateChangeEmitters.set(n,r),(async()=>(await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>{this._emitInitialSession(n)})))(),{data:{subscription:r}}}async _emitInitialSession(t){return await this._useSession(async n=>{var r,i;try{const{data:{session:s},error:a}=n;if(a)throw a;await((r=this.stateChangeEmitters.get(t))===null||r===void 0?void 0:r.callback("INITIAL_SESSION",s)),this._debug("INITIAL_SESSION","callback id",t,"session",s)}catch(s){await((i=this.stateChangeEmitters.get(t))===null||i===void 0?void 0:i.callback("INITIAL_SESSION",null)),this._debug("INITIAL_SESSION","callback id",t,"error",s),console.error(s)}})}async resetPasswordForEmail(t,n={}){let r=null,i=null;this.flowType==="pkce"&&([r,i]=await Xi(this.storage,this.storageKey,!0));try{return await xe(this.fetch,"POST",`${this.url}/recover`,{body:{email:t,code_challenge:r,code_challenge_method:i,gotrue_meta_security:{captcha_token:n.captchaToken}},headers:this.headers,redirectTo:n.redirectTo})}catch(s){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(s))return this._returnResult({data:null,error:s});throw s}}async getUserIdentities(){var t;try{const{data:n,error:r}=await this.getUser();if(r)throw r;return this._returnResult({data:{identities:(t=n.user.identities)!==null&&t!==void 0?t:[]},error:null})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async linkIdentity(t){return"token"in t?this.linkIdentityIdToken(t):this.linkIdentityOAuth(t)}async linkIdentityOAuth(t){var n;try{const{data:r,error:i}=await this._useSession(async s=>{var a,o,l,u,c;const{data:p,error:f}=s;if(f)throw f;const m=await this._getUrlForProvider(`${this.url}/user/identities/authorize`,t.provider,{redirectTo:(a=t.options)===null||a===void 0?void 0:a.redirectTo,scopes:(o=t.options)===null||o===void 0?void 0:o.scopes,queryParams:(l=t.options)===null||l===void 0?void 0:l.queryParams,skipBrowserRedirect:!0});return await xe(this.fetch,"GET",m,{headers:this.headers,jwt:(c=(u=p.session)===null||u===void 0?void 0:u.access_token)!==null&&c!==void 0?c:void 0})});if(i)throw i;return Ft()&&!(!((n=t.options)===null||n===void 0)&&n.skipBrowserRedirect)&&window.location.assign(r==null?void 0:r.url),this._returnResult({data:{provider:t.provider,url:r==null?void 0:r.url},error:null})}catch(r){if(pe(r))return this._returnResult({data:{provider:t.provider,url:null},error:r});throw r}}async linkIdentityIdToken(t){return await this._useSession(async n=>{var r;try{const{error:i,data:{session:s}}=n;

308if(i)throw i;const{options:a,provider:o,token:l,access_token:u,nonce:c}=t,p=await xe(this.fetch,"POST",`${this.url}/token?grant_type=id_token`,{headers:this.headers,jwt:(r=s==null?void 0:s.access_token)!==null&&r!==void 0?r:void 0,body:{provider:o,id_token:l,access_token:u,nonce:c,link_identity:!0,gotrue_meta_security:{captcha_token:a==null?void 0:a.captchaToken}},xform:Nn}),{data:f,error:m}=p;return m?this._returnResult({data:{user:null,session:null},error:m}):!f||!f.session||!f.user?this._returnResult({data:{user:null,session:null},error:new Ki}):(f.session&&(await this._saveSession(f.session),await this._notifyAllSubscribers("USER_UPDATED",f.session)),this._returnResult({data:f,error:m}))}catch(i){if(await Dt(this.storage,`${this.storageKey}-code-verifier`),pe(i))return this._returnResult({data:{user:null,session:null},error:i});throw i}})}async unlinkIdentity(t){try{return await this._useSession(async n=>{var r,i;const{data:s,error:a}=n;if(a)throw a;return await xe(this.fetch,"DELETE",`${this.url}/user/identities/${t.identity_id}`,{headers:this.headers,jwt:(i=(r=s.session)===null||r===void 0?void 0:r.access_token)!==null&&i!==void 0?i:void 0})})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async _refreshAccessToken(t){const n=`#_refreshAccessToken(${t.substring(0,5)}...)`;this._debug(n,"begin");try{const r=Date.now();return await cM(async i=>(i>0&&await uM(200*Math.pow(2,i-1)),this._debug(n,"refreshing attempt",i),await xe(this.fetch,"POST",`${this.url}/token?grant_type=refresh_token`,{body:{refresh_token:t},headers:this.headers,xform:Nn})),(i,s)=>{const a=200*Math.pow(2,i);return s&&Ad(s)&&Date.now()+a-r<ss})}catch(r){if(this._debug(n,"error",r),pe(r))return this._returnResult({data:{session:null,user:null},error:r});throw r}finally{this._debug(n,"end")}}_isValidSession(t){return typeof t=="object"&&t!==null&&"access_token"in t&&"refresh_token"in t&&"expires_at"in t}async _handleProviderSignIn(t,n){const r=await this._getUrlForProvider(`${this.url}/authorize`,t,{redirectTo:n.redirectTo,scopes:n.scopes,queryParams:n.queryParams});return this._debug("#_handleProviderSignIn()","provider",t,"options",n,"url",r),Ft()&&!n.skipBrowserRedirect&&window.location.assign(r),{data:{provider:t,url:r},error:null}}async _recoverAndRefresh(){var t,n;const r="#_recoverAndRefresh()";this._debug(r,"begin");try{const i=await ai(this.storage,this.storageKey);if(i&&this.userStorage){let a=await ai(this.userStorage,this.storageKey+"-user");!this.storage.isServer&&Object.is(this.storage,this.userStorage)&&!a&&(a={user:i.user},await as(this.userStorage,this.storageKey+"-user",a)),i.user=(t=a==null?void 0:a.user)!==null&&t!==void 0?t:Ed()}else if(i&&!i.user&&!i.user){const a=await ai(this.storage,this.storageKey+"-user");a&&(a!=null&&a.user)?(i.user=a.user,await Dt(this.storage,this.storageKey+"-user"),await as(this.storage,this.storageKey,i)):i.user=Ed()}if(this._debug(r,"session from storage",i),!this._isValidSession(i)){this._debug(r,"session is not valid"),i!==null&&await this._removeSession();return}const s=((n=i.expires_at)!==null&&n!==void 0?n:1/0)*1e3-Date.now()<qd;if(this._debug(r,`session has${s?"":" not"} expired with margin of ${qd}s`),s){if(this.autoRefreshToken&&i.refresh_token){const{error:a}=await this._callRefreshToken(i.refresh_token);a&&(console.error(a),Ad(a)||(this._debug(r,"refresh failed with a non-retryable error, removing the session",a),await this._removeSession()))}}else if(i.user&&i.user.__isUserNotAvailableProxy===!0)try{const{data:a,error:o}=await this._getUser(i.access_token);!o&&(a!=null&&a.user)?(i.user=a.user,await this._saveSession(i),await this._notifyAllSubscribers("SIGNED_IN",i)):this._debug(r,"could not get user data, skipping SIGNED_IN notification")}catch(a){console.error("Error getting user data:",a),this._debug(r,"error getting user data, skipping SIGNED_IN notification",a)}else await this._notifyAllSubscribers("SIGNED_IN",i)}catch(i){this._debug(r,"error",i),console.error(i);return}finally{this._debug(r,"end")}}async _callRefreshToken(t){var n,r;if(!t)throw new mn;if(this.refreshingDeferred)return this.refreshingDeferred.promise;const i=`#_callRefreshToken(${t.substring(0,5)}...)`;this._debug(i,"begin");try{this.refreshingDeferred=new sc;const{data:s,error:a}=await this._refreshAccessToken(t);if(a)throw a;if(!s.session)throw new mn;await this._saveSession(s.session),await this._notifyAllSubscribers("TOKEN_REFRESHED",s.session);const o={data:s.session,error:null};return this.refreshingDeferred.resolve(o),o}catch(s){if(this._debug(i,"error",s),pe(s)){const a={data:null,error:s};return Ad(s)||await this._removeSession(),(n=this.refreshingDeferred)===null||n===void 0||n.resolve(a),a}throw(r=this.refreshingDeferred)===null||r===void 0||r.reject(s),s}finally{this.refreshingDeferred=null,this._debug(i,"end")}}async _notifyAllSubscribers(t,n,r=!0){const i=`#_notifyAllSubscribers(${t})`;this._debug(i,"begin",n,`broadcast = ${r}`);try{this.broadcastChannel&&r&&this.broadcastChannel.postMessage({event:t,session:n});const s=[],a=Array.from(this.stateChangeEmitters.values()).map(async o=>{try{await o.callback(t,n)}catch(l){s.push(l)}});if(await Promise.all(a),s.length>0){for(let o=0;o<s.length;o+=1)console.error(s[o]);throw s[0]}}finally{this._debug(i,"end")}}async _saveSession(t){this._debug("#_saveSession()",t),this.suppressGetSessionWarning=!0,await Dt(this.storage,`${this.storageKey}-code-verifier`);const n=Object.assign({},t),r=n.user&&n.user.__isUserNotAvailableProxy===!0;if(this.userStorage){!r&&n.user&&await as(this.userStorage,this.storageKey+"-user",{user:n.user});const i=Object.assign({},n);delete i.user;const s=Ov(i);await as(this.storage,this.storageKey,s)}else{const i=Ov(n);await as(this.storage,this.storageKey,i)}}async _removeSession(){this._debug("#_removeSession()"),this.suppressGetSessionWarning=!1,await Dt(this.storage,this.storageKey),await Dt(this.storage,this.storageKey+"-code-verifier"),await Dt(this.storage,this.storageKey+"-user"),this.userStorage&&await Dt(this.userStorage,this.storageKey+"-user"),await this._notifyAllSubscribers("SIGNED_OUT",null)}_removeVisibilityChangedCallback(){this._debug("#_removeVisibilityChangedCallback()");const t=this.visibilityChangedCallback;this.visibilityChangedCallback=null;try{t&&Ft()&&(window!=null&&window.removeEventListener)&&window.removeEventListener("visibilitychange",t)}

308catch(n){console.error("removing visibilitychange callback failed",n)}}async _startAutoRefresh(){await this._stopAutoRefresh(),this._debug("#_startAutoRefresh()");const t=setInterval(()=>this._autoRefreshTokenTick(),ss);this.autoRefreshTicker=t,t&&typeof t=="object"&&typeof t.unref=="function"?t.unref():typeof Deno<"u"&&typeof Deno.unrefTimer=="function"&&Deno.unrefTimer(t);const n=setTimeout(async()=>{await this.initializePromise,await this._autoRefreshTokenTick()},0);this.autoRefreshTickTimeout=n,n&&typeof n=="object"&&typeof n.unref=="function"?n.unref():typeof Deno<"u"&&typeof Deno.unrefTimer=="function"&&Deno.unrefTimer(n)}async _stopAutoRefresh(){this._debug("#_stopAutoRefresh()");const t=this.autoRefreshTicker;this.autoRefreshTicker=null,t&&clearInterval(t);const n=this.autoRefreshTickTimeout;this.autoRefreshTickTimeout=null,n&&clearTimeout(n)}async startAutoRefresh(){this._removeVisibilityChangedCallback(),await this._startAutoRefresh()}async stopAutoRefresh(){this._removeVisibilityChangedCallback(),await this._stopAutoRefresh()}async _autoRefreshTokenTick(){this._debug("#_autoRefreshTokenTick()","begin");try{await this._acquireLock(0,async()=>{try{const t=Date.now();try{return await this._useSession(async n=>{const{data:{session:r}}=n;if(!r||!r.refresh_token||!r.expires_at){this._debug("#_autoRefreshTokenTick()","no session");return}const i=Math.floor((r.expires_at*1e3-t)/ss);this._debug("#_autoRefreshTokenTick()",`access token expires in ${i} ticks, a tick lasts ${ss}ms, refresh threshold is ${Wp} ticks`),i<=Wp&&await this._callRefreshToken(r.refresh_token)})}catch(n){console.error("Auto refresh tick failed with error. This is likely a transient error.",n)}}finally{this._debug("#_autoRefreshTokenTick()","end")}})}catch(t){if(t.isAcquireTimeout||t instanceof cq)this._debug("auto refresh token tick lock not available");else throw t}}async _handleVisibilityChange(){if(this._debug("#_handleVisibilityChange()"),!Ft()||!(window!=null&&window.addEventListener))return this.autoRefreshToken&&this.startAutoRefresh(),!1;try{this.visibilityChangedCallback=async()=>{try{await this._onVisibilityChanged(!1)}catch(t){this._debug("#visibilityChangedCallback","error",t)}},window==null||window.addEventListener("visibilitychange",this.visibilityChangedCallback),await this._onVisibilityChanged(!0)}catch(t){console.error("_handleVisibilityChange",t)}}async _onVisibilityChanged(t){const n=`#_onVisibilityChanged(${t})`;this._debug(n,"visibilityState",document.visibilityState),document.visibilityState==="visible"?(this.autoRefreshToken&&this._startAutoRefresh(),t||(await this.initializePromise,await this._acquireLock(this.lockAcquireTimeout,async()=>{if(document.visibilityState!=="visible"){this._debug(n,"acquired the lock to recover the session, but the browser visibilityState is no longer visible, aborting");return}await this._recoverAndRefresh()}))):document.visibilityState==="hidden"&&this.autoRefreshToken&&this._stopAutoRefresh()}async _getUrlForProvider(t,n,r){const i=[`provider=${encodeURIComponent(n)}`];if(r!=null&&r.redirectTo&&i.push(`redirect_to=${encodeURIComponent(r.redirectTo)}`),r!=null&&r.scopes&&i.push(`scopes=${encodeURIComponent(r.scopes)}`),this.flowType==="pkce"){const[s,a]=await Xi(this.storage,this.storageKey),o=new URLSearchParams({code_challenge:`${encodeURIComponent(s)}`,code_challenge_method:`${encodeURIComponent(a)}`});i.push(o.toString())}if(r!=null&&r.queryParams){const s=new URLSearchParams(r.queryParams);i.push(s.toString())}return r!=null&&r.skipBrowserRedirect&&i.push(`skip_http_redirect=${r.skipBrowserRedirect}`),`${t}?${i.join("&")}`}async _unenroll(t){try{return await this._useSession(async n=>{var r;const{data:i,error:s}=n;return s?this._returnResult({data:null,error:s}):await xe(this.fetch,"DELETE",`${this.url}/factors/${t.factorId}`,{headers:this.headers,jwt:(r=i==null?void 0:i.session)===null||r===void 0?void 0:r.access_token})})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async _enroll(t){try{return await this._useSession(async n=>{var r,i;const{data:s,error:a}=n;

308if(a)return this._returnResult({data:null,error:a});const o=Object.assign({friendly_name:t.friendlyName,factor_type:t.factorType},t.factorType==="phone"?{phone:t.phone}:t.factorType==="totp"?{issuer:t.issuer}:{}),{data:l,error:u}=await xe(this.fetch,"POST",`${this.url}/factors`,{body:o,headers:this.headers,jwt:(r=s==null?void 0:s.session)===null||r===void 0?void 0:r.access_token});return u?this._returnResult({data:null,error:u}):(t.factorType==="totp"&&l.type==="totp"&&(!((i=l==null?void 0:l.totp)===null||i===void 0)&&i.qr_code)&&(l.totp.qr_code=`data:image/svg+xml;utf-8,${l.totp.qr_code}`),this._returnResult({data:l,error:null}))})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async _verify(t){return this._acquireLock(this.lockAcquireTimeout,async()=>{try{return await this._useSession(async n=>{var r;const{data:i,error:s}=n;if(s)return this._returnResult({data:null,error:s});const a=Object.assign({challenge_id:t.challengeId},"webauthn"in t?{webauthn:Object.assign(Object.assign({},t.webauthn),{credential_response:t.webauthn.type==="create"?FM(t.webauthn.credential_response):UM(t.webauthn.credential_response)})}:{code:t.code}),{data:o,error:l}=await xe(this.fetch,"POST",`${this.url}/factors/${t.factorId}/verify`,{body:a,headers:this.headers,jwt:(r=i==null?void 0:i.session)===null||r===void 0?void 0:r.access_token});return l?this._returnResult({data:null,error:l}):(await this._saveSession(Object.assign({expires_at:Math.round(Date.now()/1e3)+o.expires_in},o)),await this._notifyAllSubscribers("MFA_CHALLENGE_VERIFIED",o),this._returnResult({data:o,error:l}))})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}})}async _challenge(t){return this._acquireLock(this.lockAcquireTimeout,async()=>{try{return await this._useSession(async n=>{var r;const{data:i,error:s}=n;if(s)return this._returnResult({data:null,error:s});const a=await xe(this.fetch,"POST",`${this.url}/factors/${t.factorId}/challenge`,{body:t,headers:this.headers,jwt:(r=i==null?void 0:i.session)===null||r===void 0?void 0:r.access_token});if(a.error)return a;const{data:o}=a;if(o.type!=="webauthn")return{data:o,error:null};switch(o.webauthn.type){case"create":return{data:Object.assign(Object.assign({},o),{webauthn:Object.assign(Object.assign({},o.webauthn),{credential_options:Object.assign(Object.assign({},o.webauthn.credential_options),{publicKey:$M(o.webauthn.credential_options.publicKey)})})}),error:null};case"request":return{data:Object.assign(Object.assign({},o),{webauthn:Object.assign(Object.assign({},o.webauthn),{credential_options:Object.assign(Object.assign({},o.webauthn.credential_options),{publicKey:DM(o.webauthn.credential_options.publicKey)})})}),error:null}}})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}})}async _challengeAndVerify(t){const{data:n,error:r}=await this._challenge({factorId:t.factorId});return r?this._returnResult({data:null,error:r}):await this._verify({factorId:t.factorId,challengeId:n.id,code:t.code})}async _listFactors(){var t;const{data:{user:n},error:r}=await this.getUser();if(r)return{data:null,error:r};const i={all:[],phone:[],totp:[],webauthn:[]};for(const s of(t=n==null?void 0:n.factors)!==null&&t!==void 0?t:[])i.all.push(s),s.status==="verified"&&i[s.factor_type].push(s);return{data:i,error:null}}async _getAuthenticatorAssuranceLevel(t){var n,r,i,s;if(t)try{const{payload:m}=gl(t);let g=null;m.aal&&(g=m.aal);let h=g;const{data:{user:v},error:b}=await this.getUser(t);if(b)return this._returnResult({data:null,error:b});((r=(n=v==null?void 0:v.factors)===null||n===void 0?void 0:n.filter(A=>A.status==="verified"))!==null&&r!==void 0?r:[]).length>0&&(h="aal2");const y=m.amr||[];return{data:{currentLevel:g,nextLevel:h,currentAuthenticationMethods:y},error:null}}catch(m){if(pe(m))return this._returnResult({data:null,error:m});throw m}const{data:{session:a},error:o}

308=await this.getSession();if(o)return this._returnResult({data:null,error:o});if(!a)return{data:{currentLevel:null,nextLevel:null,currentAuthenticationMethods:[]},error:null};const{payload:l}=gl(a.access_token);let u=null;l.aal&&(u=l.aal);let c=u;((s=(i=a.user.factors)===null||i===void 0?void 0:i.filter(m=>m.status==="verified"))!==null&&s!==void 0?s:[]).length>0&&(c="aal2");const f=l.amr||[];return{data:{currentLevel:u,nextLevel:c,currentAuthenticationMethods:f},error:null}}async _getAuthorizationDetails(t){try{return await this._useSession(async n=>{const{data:{session:r},error:i}=n;return i?this._returnResult({data:null,error:i}):r?await xe(this.fetch,"GET",`${this.url}/oauth/authorizations/${t}`,{headers:this.headers,jwt:r.access_token,xform:s=>({data:s,error:null})}):this._returnResult({data:null,error:new mn})})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async _approveAuthorization(t,n){try{return await this._useSession(async r=>{const{data:{session:i},error:s}=r;if(s)return this._returnResult({data:null,error:s});if(!i)return this._returnResult({data:null,error:new mn});const a=await xe(this.fetch,"POST",`${this.url}/oauth/authorizations/${t}/consent`,{headers:this.headers,jwt:i.access_token,body:{action:"approve"},xform:o=>({data:o,error:null})});return a.data&&a.data.redirect_url&&Ft()&&!(n!=null&&n.skipBrowserRedirect)&&window.location.assign(a.data.redirect_url),a})}catch(r){if(pe(r))return this._returnResult({data:null,error:r});throw r}}async _denyAuthorization(t,n){try{return await this._useSession(async r=>{const{data:{session:i},error:s}=r;if(s)return this._returnResult({data:null,error:s});if(!i)return this._returnResult({data:null,error:new mn});const a=await xe(this.fetch,"POST",`${this.url}/oauth/authorizations/${t}/consent`,{headers:this.headers,jwt:i.access_token,body:{action:"deny"},xform:o=>({data:o,error:null})});return a.data&&a.data.redirect_url&&Ft()&&!(n!=null&&n.skipBrowserRedirect)&&window.location.assign(a.data.redirect_url),a})}catch(r){if(pe(r))return this._returnResult({data:null,error:r});throw r}}async _listOAuthGrants(){try{return await this._useSession(async t=>{const{data:{session:n},error:r}=t;return r?this._returnResult({data:null,error:r}):n?await xe(this.fetch,"GET",`${this.url}/user/oauth/grants`,{headers:this.headers,jwt:n.access_token,xform:i=>({data:i,error:null})}):this._returnResult({data:null,error:new mn})})}catch(t){if(pe(t))return this._returnResult({data:null,error:t});throw t}}async _revokeOAuthGrant(t){try{return await this._useSession(async n=>{const{data:{session:r},error:i}=n;return i?this._returnResult({data:null,error:i}):r?(await xe(this.fetch,"DELETE",`${this.url}/user/oauth/grants`,{headers:this.headers,jwt:r.access_token,query:{client_id:t.clientId},noResolveJson:!0}),{data:{},error:null}):this._returnResult({data:null,error:new mn})})}catch(n){if(pe(n))return this._returnResult({data:null,error:n});throw n}}async fetchJwk(t,n={keys:[]}){let r=n.keys.find(o=>o.kid===t);if(r)return r;const i=Date.now();if(r=this.jwks.keys.find(o=>o.kid===t),r&&this.jwks_cached_at+XL>i)return r;const{data:s,error:a}=await xe(this.fetch,"GET",`${this.url}/.well-known/jwks.json`,{headers:this.headers});if(a)throw a;return!s.keys||s.keys.length===0||(this.jwks=s,this.jwks_cached_at=i,r=s.keys.find(o=>o.kid===t),!r)?null:r}async getClaims(t,n={}){try{let r=t;if(!r){const{data:m,error:g}

308=await this.getSession();if(g||!m.session)return this._returnResult({data:null,error:g});r=m.session.access_token}const{header:i,payload:s,signature:a,raw:{header:o,payload:l}}=gl(r);n!=null&&n.allowExpired||vM(s.exp);const u=!i.alg||i.alg.startsWith("HS")||!i.kid||!("crypto"in globalThis&&"subtle"in globalThis.crypto)?null:await this.fetchJwk(i.kid,n!=null&&n.keys?{keys:n.keys}:n==null?void 0:n.jwks);if(!u){const{error:m}=await this.getUser(r);if(m)throw m;return{data:{claims:s,header:i,signature:a},error:null}}const c=yM(i.alg),p=await crypto.subtle.importKey("jwk",u,c,!0,["verify"]);if(!await crypto.subtle.verify(c,p,a,iM(`${o}.${l}`)))throw new Gp("Invalid JWT signature");return{data:{claims:s,header:i,signature:a},error:null}}catch(r){if(pe(r))return this._returnResult({data:null,error:r});throw r}}}ro.nextInstanceID={};const QM=ro,JM="2.93.2";let Na="";typeof Deno<"u"?Na="deno":typeof document<"u"?Na="web":typeof navigator<"u"&&navigator.product==="ReactNative"?Na="react-native":Na="node";const YM={"X-Client-Info":`supabase-js-${Na}/${JM}`},ZM={headers:YM},eN={schema:"public"},tN={autoRefreshToken:!0,persistSession:!0,detectSessionInUrl:!0,flowType:"implicit"},nN={};function io(e){"@babel/helpers - 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309Papa Parse
310v5.5.4
311https://github.com/mholt/PapaParse
312License: MIT
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390{if(typeof window>"u"||!window.speechSynthesis)return;window.speechSynthesis.cancel();const U=new SpeechSynthesisUtterance("Voici un aperçu de ma voix.");U.lang="fr-FR",U.rate=X.current;const ne=ve();ne&&(U.voice=ne),U.onstart=()=>F(!0),U.onend=()=>F(!1),Ze.current=!1,window.speechSynthesis.speak(U)},className:"h-9 px-3 rounded-lg border text-xs flex items-center gap-1.5",style:{borderColor:`${ue}22`,background:"white",color:ue},children:[d.jsx(U1,{className:"w-3 h-3"})," Tester"]})]})]}),d.jsxs("div",{className:"flex flex-col gap-1.5",children:[d.jsxs("div",{className:"flex items-center justify-between",children:[d.jsx("label",{className:"text-[10px] font-semibold uppercase tracking-wider",style:{color:wt,fontFamily:ct},children:"Vitesse"}),d.jsxs("span",{className:"text-[11px] tabular-nums px-2 py-0.5 rounded",style:{background:`${ue}0A`,color:ue,fontFamily:ct},children:[Fe.toFixed(2),"×"]})]}),d.jsx("input",{type:"range",min:Ox,max:Lx,step:.05,value:Fe,onChange:U=>Jt(parseFloat(U.target.value)),className:"w-full h-1.5"})]})]}),n==="data"?d.jsx("div",{className:"flex-1 overflow-y-auto",children:d.jsx(Dne,{onSendInsight:U=>{r("chat"),o(U),setTimeout(()=>ii(U,"data_panel"),100)}})}):d.jsxs(d.Fragment,{children:[d.jsxs("div",{className:"border-b flex-shrink-0",style:{borderColor:`${ue}18`,background:"white"},children:[d.jsxs("button",{onClick:()=>b(U=>!U),className:"w-full flex items-center justify-between px-6 max-sm:px-4 py-2.5 text-[11px] font-semibold uppercase tracking-wider hover:bg-black/[0.02]",style:{color:ue,fontFamily:ct},"aria-expanded":v,children:[d.jsxs("span",{className:"flex items-center gap-2",children:["Contexte mission",dn&&d.jsx("span",{className:"normal-case tracking-normal text-[10px] px-1.5 py-0.5 rounded",style:{background:`${wt}22`,color:wt},children:"renseigné"})]}),d.jsx(_f,{className:`w-3.5 h-3.5 transition-transform ${v?"rotate-180":""}`})]}),v&&d.jsx("div",{className:"px-6 max-sm:px-4 pb-3 grid grid-cols-2 gap-2",children:["secteur","surface","wms","volume"].map(U=>d.jsxs("label",{className:"flex flex-col gap-1",children:[d.jsx("span",{className:"text-[10px] uppercase tracking-wider",style:{color:wt,fontFamily:ct},children:U==="secteur"?"Secteur":U==="surface"?"Surface (m²)":U==="wms"?"WMS / ERP":"Volume / jour"}),d.jsx("input",{value:w[U],onChange:ne=>y({...w,[U]:ne.target.value}),className:"h-8 px-2 rounded border text-xs bg-white outline-none",style:{borderColor:`${ue}22`,color:ue}})]},U))})]}),d.jsxs("div",{className:"flex-1 overflow-y-auto p-6 max-sm:p-4 flex flex-col gap-4 min-h-[200px]",style:{scrollbarWidth:"thin"},children:[d.jsxs("div",{className:"flex gap-2.5 items-start chatbot-msg-anim",children:[d.jsx("div",{className:"w-7 h-7 rounded-lg flex items-center justify-center flex-shrink-0",style:{background:_t},children:d.jsx(Ol,{})}),d.jsx("div",{className:"text-sm leading-[1.65] px-[18px] py-[14px] max-w-[80%]",style:{background:"white",color:ue,border:`1px solid ${ue}12`,borderRadius:"4px 14px 14px 14px"},children:d.jsx("div",{className:"prose prose-sm max-w-none",style:{color:ue},children:d.jsx(Rp,{children:zne})})})]}),!c&&!B&&d.jsxs("div",{className:"ml-[38px] max-w-[80%]",children:[j?d.jsxs("div",{className:"flex flex-wrap items-center gap-2",children:[d.jsx("input",{value:z,onChange:U=>P(U.target.value),placeholder:"FLX-XXXX",className:"h-8 px-2 rounded border text-xs bg-white outline-none tracking-widest uppercase",style:{borderColor:`${ue}22`,color:ue,fontFamily:ct,minWidth:120}}),d.jsx("button",{onClick:()=>{fa(z,{autoDebrief:!0})&&(J(!1),P(""))},className:"h-8 px-3 rounded text-[11px] font-medium",style:{background:_t,color:"white"},children:"Analyser"}),d.jsx("button",{onClick:()=>{J(!1),P(""),ae("")},className:"h-8 px-2 text-[11px]",style:{color:`${ue}77`},children:"Annuler"})]}):d.jsx("button",{type:"button",onClick:()=>{J(!0),ae("")},className:"text-[11px] underline underline-offset-2",style:{color:wt,fontFamily:ct},children:"J'ai un code Flux Ops Trainer"}),G&&d.jsx("div",{className:"mt-1.5 text-[11px]",style:{color:"#B4491A"},children:G})]}),G&&(c||B)&&d.jsx("div",{className:"ml-[38px] text-[11px]",style:{color:"#B4491A",fontFamily:ct},children:G}),i.map((U,ne)=>d.jsxs(Gr.div,{initial:{opacity:0,y:8}

390,animate:{opacity:1,y:0},transition:{duration:.4},className:`flex gap-2.5 items-start ${U.role==="user"?"justify-end":""}`,children:[U.role==="assistant"&&d.jsx("div",{className:"w-7 h-7 rounded-lg flex items-center justify-center flex-shrink-0",style:{background:_t},children:d.jsx(Ol,{})}),d.jsx("div",{className:"text-sm leading-[1.65] px-[18px] py-[14px] max-w-[80%]",style:{background:"white",color:ue,border:`1px solid ${ue}12`,borderLeft:U.role==="user"?`3px solid ${_t}`:void 0,borderRadius:U.role==="user"?"14px 14px 4px 14px":"4px 14px 14px 14px"},children:U.role==="assistant"?d.jsx("div",{className:"prose prose-sm max-w-none",style:{color:ue},children:d.jsx(Rp,{children:U.content})}):d.jsx("p",{className:"whitespace-pre-wrap",children:U.content})})]},ne)),l&&((Kn=i[i.length-1])==null?void 0:Kn.role)==="user"&&d.jsxs("div",{className:"flex gap-2.5 items-start",children:[d.jsx("div",{className:"w-7 h-7 rounded-lg flex items-center justify-center flex-shrink-0",style:{background:_t},children:d.jsx(Ol,{})}),d.jsx("div",{style:{background:"white",border:`1px solid ${ue}12`,borderRadius:"4px 14px 14px 14px"},children:d.jsx(Kne,{})})]}),x&&d.jsxs("div",{className:"mt-2",children:[d.jsx(Xne,{d:x}),R?d.jsxs("div",{className:"mt-3 rounded-lg p-3 flex items-center gap-2 text-sm",style:{background:`${wt}12`,color:ue},children:[d.jsx(n_,{className:"w-4 h-4",style:{color:wt}}),"Pré-diagnostic envoyé — je te recontacte sous 24 h."]}):I?d.jsxs("div",{className:"mt-3 rounded-lg p-4",style:{background:"white",border:`1px solid ${ue}22`},children:[d.jsx("label",{htmlFor:"lead-email",className:"text-[10px] uppercase tracking-wider block mb-1.5",style:{color:wt,fontFamily:ct},children:"Email"}),d.jsx("input",{id:"lead-email",type:"email",value:k,onChange:U=>C(U.target.value),placeholder:"[email protected]",className:"w-full h-9 px-3 rounded border text-sm outline-none mb-2",style:{borderColor:`${ue}22`,color:ue}}),d.jsxs("label",{className:"flex items-start gap-2 text-[11px] leading-snug cursor-pointer",style:{color:ue},children:[d.jsx("input",{type:"checkbox",checked:T,onChange:U=>M(U.target.checked),className:"mt-0.5"}),d.jsx("span",{children:"J'accepte que CHAL·CONSULTING utilise mon email pour me recontacter à propos de ce pré-diagnostic. 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391        @keyframes chatbotBounce { 0%,60%,100% { transform: translateY(0); opacity: 0.4; } 30% { transform: translateY(-5px); opacity: 1; } }
392        .chatbot-msg-anim { animation: chatbotMsgIn 0.5s ease both; }
393        @keyframes chatbotMsgIn { from { opacity: 0; transform: translateY(8px); } to { opacity: 1; transform: translateY(0); } }
394        @keyframes voicePulse { 0% { box-shadow: 0 0 0 0 rgba(30,127,166,0.55); } 70% { box-shadow: 0 0 0 14px rgba(30,127,166,0); } 100% { box-shadow: 0 0 0 0 rgba(30,127,166,0); } }
395        @keyframes voicePing { 0% { transform: scale(1); opacity: 0.55; } 80% { transform: scale(2.2); opacity: 0; } 100% { transform: scale(2.2); opacity: 0; } }
396        .flux-chat-trigger {
397          position: fixed;
398          right: 1.75rem;
399          bottom: 1.75rem;
400          z-index: 1000;
401          display: flex;
402          min-width: 390px;
403          align-items: center;
404          gap: 13px;
405          border: 1px solid #E0DAD0;
406          border-left: 4px solid #B8734F;
407          border-radius: 12px;
408          background: #FFFFFF;
409          padding: 16px 14px 14px 18px;
410          color: #0D3B6E;
411          box-shadow: 0 18px 40px rgba(6,38,74,0.16);
412          cursor: pointer;
413          font-family: ${Mt};
414          transition: box-shadow 0.25s ease, border-color 0.25s ease;
415        }
416        .flux-chat-trigger:hover {
417          box-shadow: 0 24px 52px rgba(6,38,74,0.22);
418        }
419        .flux-chat-trigger:focus-visible {
420          outline: 2px solid #B8734F;
421          outline-offset: 4px;
422        }
423        .flux-chat-trigger__label {
424          position: absolute;
425          top: -9px;
426          left: 16px;
427          display: inline-flex;
428          align-items: center;
429          gap: 7px;
430          background: #FFFFFF;
431          padding: 0 8px;
432          color: #9C5B39;
433          font-family: ${ct};
434          font-size: 10.5px;
435          font-weight: 600;
436          letter-spacing: 0.1em;
437          line-height: 1;
438          text-transform: uppercase;
439        }
440        .flux-chat-trigger__status {
441          position: relative;
442          display: inline-flex;
443          width: 7px;
444          height: 7px;
445          border-radius: 999px;
446          background: #35A66A;
447        }
448        .flux-chat-trigger__status::after {
449          content: "";
450          position: absolute;
451          inset: 0;
452          border-radius: inherit;
453          background: #35A66A;
454          animation: fluxAgentStatus 2.4s ease-out infinite;
455        }
456        .flux-chat-trigger__ring {
457          display: inline-flex;
458          align-items: center;
459          justify-content: center;
460          flex: 0 0 auto;
461        }
462        .flux-chat-trigger__ring--mobile,
463        .flux-chat-trigger__mobile-text {
464          display: none;
465        }
466        .flux-chat-trigger__placeholder {
467          flex: 1 1 auto;
468          min-width: 0;
469          color: #7A8494;
470          font-size: 15px;
471          line-height: 1.35;
472          text-align: left;
473          white-space: nowrap;
474        }
475        .flux-chat-trigger__send {
476          display: inline-flex;
477          width: 38px;
478          height: 38px;
479          flex: 0 0 38px;
480          align-items: center;
481          justify-content: center;
482          border-radius: 9px;
483          background: #B8734F;
484          color: #FFFFFF;
485        }
486        @keyframes fluxAgentStatus {
487          0% { transform: scale(1); opacity: 0.45; }
488          70% { transform: scale(3); opacity: 0; }
489          100% { transform: scale(3); opacity: 0; }
490        }
491        @media (max-width: 767px) {
492          .flux-chat-trigger {
493            right: 1rem;
494            bottom: 1rem;
495            min-width: 0;
496            height: 46px;
497            gap: 9px;
498            border: 0;
499            border-radius: 999px;
500            background: #B8734F;
501            padding: 0 16px 0 14px;
502            color: #FFFFFF;
503            box-shadow: 0 14px 34px rgba(6,38,74,0.20);
504          }
505          body:has(aside[aria-label="Préférences de cookies"]) .flux-chat-trigger {
506            bottom: calc(33dvh + 0.75rem);
507          }
508          .flux-chat-trigger:hover {
509            box-shadow: 0 18px 42px rgba(6,38,74,0.26);
510          }
511          .flux-chat-trigger__label,
512          .flux-chat-trigger__ring--desktop,
513          .flux-chat-trigger__placeholder,
514          .flux-chat-trigger__send {
515            display: none;
516          }
517          .flux-chat-trigger__ring--mobile,
518          .flux-chat-trigger__mobile-text {
519            display: inline-flex;
520          }
521          .flux-chat-trigger__mobile-text {
522            color: #FFFFFF;
523            font-size: 14px;
524            font-weight: 700;
525            line-height: 1;
526            white-space: nowrap;
527          }
528        }
529        @media (min-width: 768px) and (max-width: 900px) {
530          body:has(aside[aria-label="Préférences de cookies"]) .flux-chat-trigger {
531            bottom: 13rem;
532          }
533        }
534        @media (prefers-reduced-motion: reduce) {
535          .chatbot-msg-anim,
536          .flux-chat-trigger__status::after {
537            animation: none !important;
538          }
539        }
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542ies Logistique détaillent comment Valois Emballages a standardisé son WMS Bext WS (Infflux) sur ses trois entrepôts (59 000 m²), mettant fin à des années de développements spécifiques site par site. Ce que cette discipline change pour les PME multi-sites.",coverImage:Qie,coverImageCaption:"Chariot élévateur circulant dans une allée d'entrepôt logistique entre des rayonnages de palettes, illustrant la standardisation du WMS multi-sites de Valois Emballages, CHAL·CONSULTING IA",content:"",publishDate:"2026-09-18",publishTime:"07:00",readTime:6,category:["Actualité","Gouvernance logicielle"],tags:["Valois Emballages Bext WS Infflux","WMS multi-site PME","standardisation logiciel entrepôt","gouvernance IT logistique","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Valois Emballages a standardisé son WMS Bext WS sur ses trois entrepôts après 22 ans de personnalisations locales site par site. La leçon pour les PME qui grandissent sur plusieurs sites.",embedType:"markdown",customRoute:"/blog/valois-emballages-bext-ws-infflux-wms-multisite-pme-2026"},{id:"gpe-saint-vulbas-hardis-transitic-entrepot-pme-2026",slug:"gpe-saint-vulbas-hardis-transitic-entrepot-pme-2026",title:"GPE (Sergent Major, DPAM, Natalys) : cinq ans pour faire passer un entrepôt de 95 % à 99,96 % de taux de service",subtitle:"Actualité — comment GPE a multiplié par quatre sa capacité e-commerce à Saint-Vulbas, avant d'ajouter un module de vision par IA",chapo:"Le 9 septembre 2026, Stratégies Logistique et Voxlog détaillent cinq ans de refonte logistique chez GPE (Sergent Major, DPAM, Natalys) : WMS Hardis, mécanisation Transitic, TMS TDI. Taux de service à 99,96 %, e-commerce multiplié par quatre — avant l'arrivée d'un module de vision par IA fin septembre.",coverImage:Xie,coverImageCaption:"Convoyeur industriel transportant des colis dans un grand entrepôt logistique, illustrant la mécanisation des flux déployée par GPE (Sergent Major, DPAM, Natalys) à Saint-Vulbas avec Transitic, CHAL·CONSULTING IA",content:"",publishDate:"2026-09-11",publishTime:"07:00",readTime:6,category:["Actualité","Automatisation entrepôt"],tags:["GPE Sergent Major DPAM Natalys","Hardis WMS entrepôt","Transitic mécanisation entrepôt","TDI TMS transport","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"GPE (Sergent Major, DPAM, Natalys) a mis cinq ans à fiabiliser son entrepôt de Saint-Vulbas avant d'y ajouter l'IA. Taux de service à 99,96 %, e-commerce multiplié par quatre. La leçon pour les PME.",embedType:"markdown",customRoute:"/blog/gpe-saint-vulbas-hardis-transitic-entrepot-pme-2026"},{id:"atelier-logistique-champs-elysees-deret-pme-france-2026",slug:"atelier-logistique-champs-elysees-deret-pme-france-2026",title:"Sous les Champs-Élysées, un entrepôt qui livre en dix minutes : la leçon de fiabilité de l'Atelier Logistique pour les PME",subtitle:"Actualité — Deret devient opérateur exclusif de l'entrepôt souterrain à neuf étages sous les Champs-Élysées",chapo:"Fin juillet 2026, Deret devient opérateur exclusif de l'Atelier Logistique, un entrepôt souterrain de neuf étages sous les Champs-Élysées avec des départs toutes les cinq à dix minutes. Ce que cette cadence extrême enseigne aux PME sur la fiabilité des flux.",coverImage:Kie,coverImageCaption:"Vélo-cargo utilisé pour une livraison urbaine en centre-ville, illustrant le modèle de livraison du dernier kilomètre déployé par l'Atelier Logistique sous les Champs-Élysées, CHAL·CONSULTING IA",content:"",publishDate:"2026-09-04",publishTime:"07:00",readTime:6,category:["Actualité","Logistique urbaine"],tags:["Atelier Logistique Champs-Élysées","Deret logistique urbaine","hôtel logistique souterrain Paris","vélo-cargo livraison dernier kilomètre","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Deret devient opérateur exclusif de l'Atelier Logistique, entrepôt souterrain de neuf étages sous les Champs-Élysées avec des départs toutes les cinq minutes. La leçon de fiabilité pour les PME.",embedType:"markdown",customRoute:"/blog/atelier-logistique-champs-elysees-deret-pme-france-2026"},{id:"recrutement-turnover-formation-logistique-pme-france-2026",slug:"recrutement-turnover-formation-logistique-pme-france-2026",title:"94 000 postes à pourvoir dans la logistique en 2026 : le vrai problème commence après l'embauche",subtitle:"Focus formation — France Travail annonce 94 000 recrutements en logistique en 2026, mais le vrai coût se joue dans les 90 premiers jours après l'embauche",chapo:"France Travail annonce 94 000 recrutements dans le transport et la logistique en 2026. Mais 34 % des salariés du secteur ont changé d'employeur en 2025 (Hays). Le vrai problème n'est pas de recruter, c'est ce qui se joue dans les 90 premiers jours.",coverImage:Gie,coverImageCaption:"Deux o

542pératrices logistiques discutent dans une allée d'entrepôt, l'une tenant une liste de vérification — illustration de l'accompagnement et de la formation des nouveaux arrivants en entrepôt, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-28",publishTime:"07:00",readTime:6,category:["Focus formation","Recrutement & RH"],tags:["recrutement logistique 2026","turnover entrepôt PME","formation logistique France","onboarding opérateur entrepôt","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"France Travail annonce 94 000 recrutements en logistique en 2026, mais un tiers des salariés change d'employeur chaque année. Ce qui se joue vraiment dans les 90 premiers jours d'un nouvel opérateur.",embedType:"markdown",customRoute:"/ressources/articles/recrutement-turnover-formation-logistique-pme-france-2026"},{id:"sunrock-photovoltaique-entrepots-pme-france-2026",slug:"sunrock-photovoltaique-entrepots-pme-france-2026",title:"Sunrock installe 12 MW de solaire sur des entrepôts français : ce que ça change pour les PME locataires",subtitle:"Actualité — Sunrock construit quatre centrales solaires sur des entrepôts français, l'autoconsommation collective entre dans les baux logistiques",chapo:"Sunrock construit quatre centrales photovoltaïques sur des entrepôts logistiques français, dont une de 8,3 MWc à Valence. Le modèle retenu, l'autoconsommation collective, promet une facture plus prévisible aux locataires. Ce qu'une PME doit vérifier avant d'y compter.",coverImage:Vie,coverImageCaption:"Vue aérienne d'un toit d'entrepôt industriel entièrement recouvert de panneaux photovoltaïques — illustration des centrales solaires Sunrock sur des entrepôts logistiques français, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-21",publishTime:"07:00",readTime:6,category:["Actualité","Immobilier logistique"],tags:["Sunrock photovoltaïque entrepôt","autoconsommation collective PME","immobilier logistique énergie France","solaire entrepôt logistique 2026","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Sunrock construit quatre centrales solaires sur des entrepôts français en autoconsommation collective. Ce qu'une PME locataire doit vérifier avant de compter sur des économies.",embedType:"markdown",customRoute:"/blog/sunrock-photovoltaique-entrepots-pme-france-2026"},{id:"kardex-madrigall-automatisation-fusion-flux-pme-2026",slug:"kardex-madrigall-automatisation-fusion-flux-pme-2026",title:"Madrigall automatise sa distribution avec Kardex : le vrai risque n'est pas le robot, c'est la fusion des flux",subtitle:"Tribune — ce que le chantier Kardex/Madrigall révèle sur l'automatisation après une fusion logistique",chapo:"Kardex va automatiser le futur centre de distribution du groupe Madrigall (Gallimard, Flammarion) avec 300 robots et 300 000 bacs de stockage. Mais le projet doit surtout regrouper deux distributeurs historiquement distincts, Sodis et Union Distribution. Ce que cette fusion révèle sur le vrai risque de l'automatisation.",coverImage:Hie,coverImageCaption:"Rayonnages métalliques d'un entrepôt logistique moderne avec un préparateur de commandes au loin — illustration du chantier d'automatisation et de fusion des flux Kardex/Madrigall, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-14",publishTime:"07:00",readTime:5,category:["Automatisation","Opinion"],tags:["Kardex Madrigall automatisation","AutoStore entrepôt France","fusion flux logistique PME","consolidation distribution logistique","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Kardex va automatiser le futur centre de distribution du groupe Madrigall avec 300 robots. Mais le vrai enjeu est ailleurs : regrouper deux distributeurs historiquement distincts, Sodis et Union Distribution, dans un seul système.",embedType:"markdown",customRoute:"/blog/kardex-madrigall-automatisation-fusion-flux-pme-2026"},{id:"senegal-ifria-hub-froid-diamniadio-pme-france-2026",slug:"senegal-ifria-hub-froid-diamniadio-pme-france-2026",title:"Sénégal : IFRIA lance un hub frigorifique de 10 000 palettes à Diamniadio, la chaîne du froid change d'échelle en Afrique de l'Ouest",subtitle:"Décryptage international — Sénégal : ce que le hub frigorifique IFRIA de Diamniadio change pour les PME françaises en Afrique de l'Ouest",chapo:"Le 16 juillet 2026, l'opérateur panafricain IFRIA a posé la première pierre d'un hub frigorifique de 10 000 palettes à Diamniadio, au Sénégal. Un investissement de 11,5 milliards de FCFA destiné à réduire des pertes post-récolte estimées à 30-40 %. Ce que cette montée en gamme du froid ouest-africain change pour les PME françaises qui achètent ou vendent dans la zone.",coverImage:Wie,coverImageCaption:"Chariot élévateur circulant dans un entrepôt logistique entre des rangées de palettes — illustration du hub frigorifique IFRIA en construction à Diamniadio, Sénégal, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-13",publishTime:"07:00",readTime:6,category:["International","Chaîne du froid"],tags:["Sénégal logistique froid 2026","IFRIA Diamniadio hub frigorifique","chaîne du froid Afrique de l'Ouest","PME France export Sénégal","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"IFRIA a posé la première pierre d'un hub frigorifique de 10 000 palettes à Diamniadio, au Sénégal, pour réduire des pertes post-récolte estimées à 30-40 %. Ce que ça change pour les PME françaises en Afrique de l'Ouest.",embedType:"markdown",customRoute:"/blog/senegal-ifria-hub-froid-diamniadio-pme-france-2026"},{id:"rep-emballages-professionnels-pme-logistique-france-2026",slug:"rep-emballages-professionnels-pme-logistique-france-2026",title:"REP Emballages Professionnels : la nouvelle obligation qui pèse sur les PME logistiques françaises depuis janvier",subtitle:"Décryptage réglementaire — REP Emballages Professionnels : ce que la nouvelle filière change pour les PME logistiques françaises",chapo:"Depuis le 1er janvier 2026, une nouvelle filière REP oblige les PME françaises qui utilisent des emballages professionnels — cartons, palettes, films — à contribuer financièrement et à mesurer leurs flux. Beaucoup de dirigeants n'en ont pas encore pris la mesure. Ce qui change, ce que ça coûte, et comment vérifier si vous êtes concerné.",coverImage:Bie,coverImageCaption:"Chariot élévateur entre des rayonnages chargés de cartons et palettes en entrepôt — illustration de la nouvelle REP Emballages Professionnels, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-12",publishTime:"07:00",readTime:6,category:["France","Réglementation logistique"],tags:["REP emballages professionnels 2026","éco-contribution PME logistique","loi AGEC réemploi emballages","Citeo Pro éco-organisme","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Depuis janvier 2026, la filière REP Emballages Professionnels oblige les PME françaises à contribuer et à mesurer leurs flux de cartons, palettes et films. Ce qui change, ce que ça coûte, et comment vérifier si vous êtes concerné.",embedType:"markdown",customRoute:"/blog/rep-emballages-professionnels-pme-logistique-france-2026"},{id:"kenya-naivasha-corridor-logistique-afrique-est-pme-france-2026",slug:"kenya-naivasha-corridor-logistique-afrique-est-pme-france-2026",title:"Kenya : le port sec de Naivasha, censé désengorger Mombasa, ne tourne qu'à 19 % de sa capacité",subtitle:"Décryptage international — Kenya : ce que le sous-usage du corridor de Naivasha révèle pour les PME françaises en Afrique de l'Est",chapo:"Le port sec de Naivasha devait désengorger Mombasa. Six ans après sa mise en service, il ne tourne qu'à 19 % de sa capacité — et Nairobi vient d'ordonner, plutôt que de proposer, son utilisation pour le fret régional. Ce que cet écart entre capacité installée et usage réel révèle pour les PME françaises actives en Afrique de l'Est.",coverImage:zie,coverImageCaption:"Train chargé de conteneurs sur rail — illustration du corridor ferroviaire reliant le port de Mombasa au port sec de Naivasha, au Kenya, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-11",publishTime:"07:00",readTime:6,category:["International","Performance Entrepôt"],tags:["Kenya logistique 2026","port de Mombasa congestion","Naivasha ICD corridor Afrique de l'Est","PME France export Afrique de l'Est","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le port sec de Naivasha ne tourne qu'à 19 % de sa capacité six ans après sa mise en service. Décryptage de cet écart entre capacité installée et usage réel — et de ce qu'il révèle pour les PME françaises en Afrique de l'Est.",embedType:"markdown",customRoute:"/blog/kenya-naivasha-corridor-logistique-afrique-est-pme-france-2026"},{id:"prologis-segro-rachat-entrepots-pme-france-2026",slug:"prologis-segro-rachat-entrepots-pme-france-2026",title:"Prologis rachète Segro pour 16 milliards d'euros : ce que la concentration de l'immobilier logistique change pour les PME françaises",subtitle:"Actualité — Prologis rachète Segro pour 16 milliards d'euros : ce que la concentration de l'immobilier logistique change pour les PME françaises",chapo:"Prologis, premier propriétaire d'entrepôts au monde, rachète son rival européen Segro pour plus de 16 milliards d'euros — sa présence en Europe bondit de près de 47 %. Une semaine après un autre rachat d'envergure (Logicor-EQT, 532 M€), le marché de l'immobilier logistique se concentre. Ce que ça change vraiment pour une PME française qui loue un entrepôt.",coverImage:Uie,coverImageCaption:"Intérieur d'un grand entrepôt logistique avec racks de stockage — illustration de la concentration de l'immobilier logistique en Europe, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-10",publishTime:"07:00",readTime:6,category:["France","Immobilier logistique"],tags:["Prologis Segro rachat 2026","immobilier logistique France","entrepôt PME bail commercial","consolidation foncières logistiques","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Prologis rachète Segro pour plus de 16 milliards d'euros et bondit de 47 % en Europe. Décryptage de cette vague de consolidation de l'immobilier logistique — et de ce qu'elle change pour les PME françaises locataires d'entrepôts.",embedType:"markdown",customRoute:"/blog/prologis-segro-rachat-entrepots-pme-france-2026"}

542,{id:"cote-ivoire-port-abidjan-hub-logistique-pme-france-2026",slug:"cote-ivoire-port-abidjan-hub-logistique-pme-france-2026",title:"Côte d'Ivoire : le port d'Abidjan bondit de 16 %, et devient la porte d'entrée logistique de l'Afrique de l'Ouest",subtitle:"Décryptage international — Côte d'Ivoire : ce que la croissance du port d'Abidjan et le plan à 175 milliards d'euros changent pour les PME françaises",chapo:"Le Port Autonome d'Abidjan a traité 46,6 millions de tonnes en 2025, en hausse de 16 %, porté par un corridor vers le Mali et le Burkina Faso qui bondit de 34 %. Un plan national à 175 milliards d'euros vise à faire de la Côte d'Ivoire le hub logistique de l'Afrique de l'Ouest. Ce que ce boom change vraiment pour les PME françaises qui exportent ou importent via la région.",coverImage:Fie,coverImageCaption:"Grue portuaire et conteneurs sur un terminal maritime — illustration de la croissance du trafic portuaire en Afrique de l'Ouest, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-09",publishTime:"07:00",readTime:7,category:["International","Performance Entrepôt"],tags:["Côte d'Ivoire logistique 2026","port d'Abidjan","hub logistique Afrique de l'Ouest","corridor Mali Burkina Faso","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le port d'Abidjan a traité 46,6 millions de tonnes en 2025 (+16 %), porté par un corridor vers le Mali et le Burkina Faso en hausse de 34 %. Décryptage de ce boom logistique ivoirien — et de ce qu'il change vraiment pour les PME françaises qui exportent vers l'Afrique de l'Ouest.",embedType:"markdown",customRoute:"/blog/cote-ivoire-port-abidjan-hub-logistique-pme-france-2026"},{id:"wms-sous-exploite-etude-cas-pme-2026",slug:"wms-sous-exploite-etude-cas-pme-2026",title:"Étude de cas : ce WMS à 380 000 € qu'une PME n'utilise qu'à 30 %, un an après le go-live",subtitle:"Étude de cas — diagnostic terrain avant le pic de fin d'année : pourquoi la sous-exploitation d'un WMS coûte plus cher qu'un mauvais éditeur",chapo:"Un an après un go-live à 380 000 €, cette PME familiale n'utilise que 30 % des fonctionnalités de son WMS — un schéma que confirment deux études indépendantes, Wavestone et Gartner. À six semaines du pic de fin d'année, le vrai problème n'était pas le logiciel. C'était l'ordre des priorités.",coverImage:Die,coverImageCaption:"Entrepôt logistique avec rayonnages de stockage et opérateur au travail en arrière-plan — illustration de la gestion des flux en entrepôt, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-08",publishTime:"07:00",readTime:7,category:["Étude de cas","Performance Entrepôt"],tags:["étude de cas WMS PME","sous-exploitation WMS","pic de fin d'année entrepôt","diagnostic WMS PME","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Un an après un go-live à 380 000 €, cette PME familiale n'utilise que 30 % des fonctionnalités de son WMS. Diagnostic terrain, chiffres Wavestone et Gartner, méthode F.L.U.X™ — six semaines avant le pic de fin d'année.",embedType:"markdown",customRoute:"/ressources/articles/wms-sous-exploite-etude-cas-pme-2026"},{id:"afrique-du-sud-boom-entrepots-ports-pme-france-2026",slug:"afrique-du-sud-boom-entrepots-ports-pme-france-2026",title:"Afrique du Sud : 305 millions de dollars d'entrepôts, et des ports qui sortent enfin de la crise",subtitle:"Décryptage international — Afrique du Sud, ce que le pari de 305 millions de dollars sur l'entreposage dit de la sortie de crise des ports",chapo:"Newlyn Group vient de lever 305 millions de dollars pour construire des entrepôts en Afrique du Sud, pile au moment où Transnet sort enfin de quinze ans de crise portuaire et ferroviaire. Le vrai chiffre derrière ce pari n'est pas celui de la faim en Afrique — c'est celui, mesuré, que coûte un flux logistique non fiabilisé.",coverImage:$ie,coverImageCaption:"Conteneurs empilés au port de Dar es Salaam, en Tanzanie — illustration de la logistique portuaire en Afrique subsaharienne, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-07",publishTime:"07:00",readTime:8,category:["International","Performance Entrepôt"],tags:["Afrique du Sud logistique 2026","Newlyn Group Absa","entrepôts privés Afrique","ports Transnet Durban","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Newlyn Group lève 305 millions de dollars pour bâtir des entrepôts en Afrique du Sud, alors que les ports sortent enfin de quinze ans de crise. Le vrai chiffre derrière ce pari n'est pas la faim en Afrique — c'est le coût mesuré d'un flux logistique non fiabilisé.",embedType:"markdown",customRoute:"/blog/afrique-du-sud-boom-entrepots-ports-pme-france-2026"},{id:"rendez-vous-quai-yard-management-entrepot-pme",slug:"rendez-vous-quai-yard-management-entrepot-pme",title:"Rendez-vous quai : l'angle mort de vos projets WMS et TMS",subtitle:"Méthode & Outils — pourquoi la gestion des créneaux de livraison reste le point aveugle des transformations logistiques en PME",chapo:"Un WMS qui optimise le picking, un TMS qui optimise les tournées — et les camions s'entassent encore devant les quais aux heures de pointe. Coûts chiffrés (ATRI, Dashdoc), diagnostic terrain et méthode pour fiabiliser le point de bascule que la plupart des projets logistiques de PME oublient.",coverImage:Rie,coverImageCaption:"Rangée de semi-remorques garées côte à côte dans une cour logistique, en attente de leur créneau de chargement, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-06",publishTime:"07:00",readTime:7,category:["Méthode & Outils","Performance Entrepôt"],tags:["gestion rendez-vous quai","yard management PME","WMS TMS entrepôt","attente camions logistique","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Un WMS qui optimise le picking, un TMS qui optimise les tournées — et les camions s'entassent encore devant les quais. Ce que coûte l'attente aux quais et comment la PME peut la résorber sans attendre un gros projet logiciel.",embedType:"markdown",customRoute:"/ressources/articles/rendez-vous-quai-yard-management-entrepot-pme"},{id:"formation-ia-logistique-ecart-salaries-entreprises-2026",slug:"formation-ia-logistique-ecart-salaries-entreprises-2026",title:"Formation IA en logistique : vos équipes sont prêtes à 77 %, les entreprises à peine à 2 %",subtitle:"Focus formation — l'écart entre l'appétence des salariés et l'investissement des entreprises françaises",chapo:"77 % des salariés de la logistique se dise

542nt prêts à travailler avec l'IA, mais seules 2 % des entreprises du secteur sont jugées réellement prêtes à les accompagner. Ce que révèlent les études Adecco, Parlons RH et Bpifrance publiées cet été — et ce que ça change pour une PME qui prépare son prochain projet IA.",coverImage:Nie,coverImageCaption:"Deux collaboratrices échangent en marchant dans un entrepôt logistique, l'une tenant une planche à pince — illustration de la transmission de compétences sur le terrain, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-05",publishTime:"07:00",readTime:8,category:["Formation","IA & Logistique"],tags:["formation IA logistique","Adecco étude logistique 2026","compétences entrepôt IA","PME formation salariés","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"77 % des salariés de la logistique se disent prêts à travailler avec l'IA, mais seules 2 % des entreprises du secteur sont jugées réellement prêtes à les accompagner. Ce que révèlent les études Adecco, Parlons RH et Bpifrance publiées cet été.",embedType:"markdown",customRoute:"/ressources/articles/formation-ia-logistique-ecart-salaries-entreprises-2026"},{id:"dubai-jafza-boom-entrepots-pme-france-2026",slug:"dubai-jafza-boom-entrepots-pme-france-2026",title:"Dubaï construit 5,4 millions de pieds carrés d'entrepôts en un an : la leçon logistique derrière le boom du Golfe",subtitle:"Décryptage international — Golfe, ce que le boom immobilier de Dubaï change pour les PME françaises",chapo:"Plus de 5,4 millions de pieds carrés d'entrepôts neufs sortent de terre à Dubaï en 2026, et Jafza a attiré 854 millions de dirhams d'investissements en quatre mois. Derrière la vitrine immobilière, une leçon pour toute PME française qui regarde vers l'export : l'espace ne fait jamais l'exécution.",coverImage:Mie,coverImageCaption:"Conteneurs empilés dans un port logistique — illustration du boom des entrepôts et zones franches du Golfe, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-04",publishTime:"07:00",readTime:8,category:["International","Performance Entrepôt"],tags:["Dubaï logistique 2026","Jafza DP World","entrepôts Golfe","export PME Moyen-Orient","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Plus de 5,4 millions de pieds carrés d'entrepôts neufs sortent de terre à Dubaï en 2026, et Jafza a attiré 854 millions de dirhams d'investissements en quatre mois. Derrière la vitrine immobilière, une leçon pour toute PME française qui regarde vers l'export : l'espace ne fait jamais l'exécution.",embedType:"markdown",customRoute:"/blog/dubai-jafza-boom-entrepots-pme-france-2026"},{id:"e-commerce-chinois-logistique-france-pme-2026",slug:"e-commerce-chinois-logistique-france-pme-2026",title:"828 millions de colis chinois en France en 2025 : la taxe à 5 € ne réglera pas le vrai problème",subt

542itle:"Actualité — ce que la taxe à 5 € sur les petits colis chinois change vraiment pour les PME françaises",chapo:"Shein et Temu livrent désormais plus de colis en France qu'Amazon : plus de 2 millions de paquets chinois arrivent chaque jour. Face à la nouvelle taxe à 5 € par ligne tarifaire, la vraie question n'est pas fiscale — elle est logistique.",coverImage:Lie,coverImageCaption:"Cartons empilés sur des racks d'entrepôt — illustration du volume de colis e-commerce transfrontalier, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-03",publishTime:"07:00",readTime:7,category:["Actualité","Performance Entrepôt"],tags:["e-commerce chinois France","Shein Temu taxe colis","logistique PME e-commerce","taxe petits colis 2026","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Shein et Temu livrent désormais plus de colis en France qu'Amazon : plus de 2 millions de paquets chinois arrivent chaque jour. Face à la nouvelle taxe à 5 € par ligne tarifaire, la vraie question n'est pas fiscale — elle est logistique.",embedType:"markdown",customRoute:"/blog/e-commerce-chinois-logistique-france-pme-2026"},{id:"nearshoring-mexique-pme-france-2026",slug:"nearshoring-mexique-pme-france-2026",title:"Nearshoring au Mexique : les annonces s'effondrent de 78 %, les entrepôts se remplissent quand même",subtitle:"Décryptage international — Mexique, entre narratif du déclin et réalité de l'exécution",chapo:"Les annonces d'investissement au Mexique ont chuté de 78 % au premier trimestre 2026, tandis que les investissements réellement concrétisés ont été multipliés par 2,5. Pour une PME française qui envisage de diversifier ses flux, la leçon : ne jamais confondre l'annonce et l'exécution.",coverImage:Oie,coverImageCaption:"Chariot élévateur en entrepôt logistique — nearshoring et diversification industrielle, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-02",publishTime:"07:00",readTime:8,category:["International","Performance Entrepôt"],tags:["nearshoring Mexique","diversification supply chain","PME import export","tarifs douaniers USMCA","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Les annonces d'investissement au Mexique ont chuté de 78 % au premier trimestre 2026, tandis que les investissements réellement concrétisés ont été multipliés par 2,5. Pour une PME française qui envisage de diversifier ses flux, la leçon : ne jamais confondre l'annonce et l'exécution.",embedType:"markdown",customRoute:"/blog/nearshoring-mexique-pme-france-2026"},{id:"rachat-prestataire-logistique-pme-geodis-deret",slug:"rachat-prestataire-logistique-pme-geodis-deret",title:"Votre prestataire logistique vient d'être racheté : ce qui va vraiment changer",subtitle:"Actualité — ce que la consolidation Geodis / Malherbe / Deret change pour les PME sous-traitantes",chapo:"Geodis a finalisé le rachat de Malherbe en mars 2026 et négocie désormais celui d'une partie du groupe Deret, 7 000 salariés. Pour une PME cliente, la vraie question n'est jamais le prix du deal — c'est la continuité de ses flux.",coverImage:Iie,coverImageCaption:"Rangée de camions semi-remorques garés côte à côte sur un site logistique — illustration de la consolidation des réseaux de transport en France, CHAL·CONSULTING IA",content:"",publishDate:"2026-08-01",publishTime:"07:00",readTime:7,category:["Actualité","Performance Entrepôt"],tags:["Geodis Deret","consolidation logistique France","sous-traitance 3PL PME","continuité WMS","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Geodis a finalisé le rachat de Malherbe en mars 2026 et négocie désormais celui d'une partie du groupe Deret, 7 000 salariés. Pour une PME cliente, la vraie question n'est jamais le prix du deal — c'est la continuité de ses flux.",embedType:"markdown",customRoute:"/blog/rachat-prestataire-logistique-pme-geodis-deret"},{id:"ia-logistique-pme-france-donnees-2026",slug:"ia-logistique-pme-france-donnees-2026",title:"IA en logistique : pourquoi 37 % des PME françaises abandonnent leur projet avant le moindre résultat",subt

542itle:"Tribune — ce que les chiffres 2026 de Bpifrance et France Logistique révèlent",chapo:"26 % des PME françaises utilisent l'IA au quotidien, contre 6 % il y a trois ans. Mais Bpifrance vient de livrer le chiffre qui compte vraiment : 37 % de celles qui se lancent renoncent en cours de route, faute de données fiables.",coverImage:Tie,coverImageCaption:"Contrôle de stock au scanner dans un entrepôt — la donnée fiable, préalable à toute IA logistique, CHAL·CONSULTING IA",content:"",publishDate:"2026-07-31",publishTime:"07:00",readTime:7,category:["IA & Logistique","Opinion"],tags:["IA logistique PME","Bpifrance IA PME 2026","données WMS","méthode FLUX","France Logistique IA"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"26 % des PME françaises utilisent l'IA au quotidien, contre 6 % il y a trois ans. Mais Bpifrance vient de livrer le chiffre qui compte vraiment : 37 % de celles qui se lancent renoncent en cours de route, faute de données fiables.",embedType:"markdown",customRoute:"/blog/ia-logistique-pme-france-donnees-2026"},{id:"tanger-med-maroc-nearshoring-pme-france",slug:"tanger-med-maroc-nearshoring-pme-france",title:"Tanger Med, 6ᵉ port mondial : ce que le boom marocain change vraiment pour les PME françaises",subtitle:"Décryptage international — nearshoring, Maroc et flux d'information",chapo:"Tanger Med grimpe au 6ᵉ rang mondial des ports à conteneurs et le Maroc mise sur le nearshoring pour capter les PME européennes qui fuient l'Asie. Ce que la proximité change vraiment — et ce qu'elle ne résout jamais.",coverImage:Pie,coverImageCaption:"Grues et conteneurs sur un quai portuaire international — illustration du hub logistique de Tanger Med, CHAL·CONSULTING IA",content:"",publishDate:"2026-07-30",publishTime:"07:00",readTime:8,category:["International","Performance Entrepôt"],tags:["Tanger Med","nearshoring Maroc","supply chain internationale","PME logistique international","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Tanger Med grimpe au 6ᵉ rang mondial des ports à conteneurs et le Maroc mise sur le nearshoring pour capter les PME européennes qui fuient l'Asie. Ce que la proximité change vraiment — et ce qu'elle ne résout jamais.",embedType:"markdown",customRoute:"/blog/tanger-med-maroc-nearshoring-pme-france"},{id:"agent-de-quai-metier-invisible-entrepot-pme",slug:"agent-de-quai-metier-invisible-entrepot-pme",title:"Agent de quai : le métier invisible qui décide si votre entrepôt tient la cadence",subtitle:"Portrait métier — le maillon décisif de la réception en entrepôt",chapo:"15 000 postes de cariste restent vacants en France, alors que 350 000 personnes exercent déjà cette fonction. Portrait d'un métier discret, sans lequel aucun WMS, aucune IA, aucune méthode ne tient ses promesses.",coverImage:jie,coverImageCaption:"Agent d'entrepôt réceptionnant des colis sur un poste de stockage — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-29",publishTime:"07:00",readTime:7,category:["Métiers de l'entrepôt","RH & Compétences"],tags:["agent de quai","métier logistique entrepôt","pénurie cariste","CACES formation","réception marchandises PME","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"15 000 postes d'agent de quai restent vacants en France malgré 350 000 caristes en poste. Portrait d'un métier invisible qui décide pourtant de la fiabilité de tous vos flux.",embedType:"markdown",customRoute:"/ressources/articles/agent-de-quai-metier-invisible-entrepot-pme"},{id:"incendie-entrepot-coupang-continuite-pme",slug:"incendie-entrepot-coupang-continuite-pme",title:"109 heures de feu chez Coupang : la panne que l'automatisation d'entrepôt n'empêche jamais",subtitle:"Actualité internationale — risque incendie et continuité d'activité en entrepôt automatisé",chapo:"Samedi 18 juillet, 6h54 du matin : un feu se déclare au sixième étage d'un centre de distribution Coupang à Incheon, en Corée du Sud. Il ne sera totalement maîtrisé que 109 heures plus tard. Ce sinistre spectaculaire pose la question que la plupart des PME logistiques françaises n'ont jamais posée à leur propre entrepôt.",coverImage:Cie,coverImageCaption:"Entrepôt logistique avec hauts rayonnages de stockage — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-28",publishTime:"07:00",readTime:7,category:["International","Gestion des risques"],tags:["incendie entrepôt","Coupang","continuité d'activité","risque logistique automatisation","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Un entrepôt Coupang a brûlé 109 heures en Corée du Sud — le deuxième plus long incendie logistique jamais enregistré dans le pays. Ce que ce sinistre révèle sur le risque incendie des entrepôts automatisés, et ce qu'une PME française doit vérifier avant de s'y fier.",embedType:"markdown",customRoute:"/blog/incendie-entrepot-coupang-continuite-pme"},{id:"ferrero-entrepot-cleon-decarbonation-pme",slug:"ferrero-entrepot-cleon-decarbonation-pme",title:"Ferrero et son entrepôt à 33 M€ en Normandie : la vraie bataille commence après l'inauguration",subtitle:"Actualité — décarbonation et performance d'entrepôt",chapo:"Le 2 juillet 2026, le ministre des Transports coupait le ruban d'un entrepôt Ferrero à 33 millions d'euros près de Rouen, autonome en énergie. Derrière la vitrine, une question plus utile pour les PME : que se passe-t-il le lundi suivant ?",coverImage:kie,coverImageCaption:"Camions à quai devant un entrepôt logistique moderne — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-27",publishTime:"07:00",readTime:7,category:["Actualité logistique","Performance Entrepôt"],tags:["entrepôt Ferrero Cléon","décarbonation entrepôt","immobilier logistique France","entreposage France 2026","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Ferrero a inauguré le 2 juillet un entrepôt de 33 M€ à Cléon, autonome en énergie et salué par le ministre des Transports. Ce que la cérémonie ne dit jamais sur la vraie performance logistique — et ce qu'une PME peut en retenir.",embedType:"markdown",customRoute:"/blog/ferrero-entrepot-cleon-decarbonation-pme"},{id:"robots-entrepot-japon-automatisation-pme-france",slug:"robots-entrepot-japon-automatisation-pme-france",title:"1 million de robots, 15 millions de bras en moins : la leçon japonaise sur l'automatisation d'entrepôt",subtitle:"Décryptage international — automatisation entrepôt et pénurie démographique",chapo:"RoboDEX 2026, le millionième robot Amazon déployé au Japon, Sagawa Express qui automatise ses quais sous la contrainte réglementaire : le Japon automatise ses entrepôts par nécessité démographique. Ce que cette discipline révèle pour les PME françaises.",coverImage:_ie,coverImageCaption:"Véhicule autonome guidé (AGV) sur un terminal logistique — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-26",publishTime:"07:00",readTime:7,category:["International","Automatisation entrepôt"],tags:["automatisation entrepôt Japon","robots logistique Japon","AMR AGV entrepôt","pénurie main d'oeuvre logistique","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le Japon automatise ses entrepôts par nécessité démographique, pas par mode. Amazon, Sagawa Express, RoboDEX 2026 : ce que cette discipline révèle pour les PME françaises.",embedType:"markdown",customRoute:"/blog/robots-entrepot-japon-automatisation-pme-france"},{id:"robotisation-entrepot-amazon-lyon-pme",slug:"robotisation-entrepot-amazon-lyon-pme",title:"4 000 robots, 200 millions d'euros : ce que le nouvel entrepôt Amazon de Lyon dit vraiment de la robotisation",subtitle:"Actualité — le vrai coût de la robotisation d'entrepôt",chapo:"Le 1er juillet 2026, Amazon a ouvert près de Lyon un entrepôt de 180 000 m² équipé de 4 000 robots, pour 200 millions d'euros. Ce que ce site révèle sur le vrai coût de la robotisation — et ce qu'une PME peut réellement en retenir.",coverImage:Eie,coverImageCaption:"Chariot élévateur circulant entre les rayonnages d'un entrepôt logistique — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-25",publishTime:"07:00",readTime:7,category:["Actualité logistique","Automatisation entrepôt"],tags:["robotisation entrepôt","Amazon Lyon Colombier-Saugnieu","automatisation logistique PME","AMR AGV entrepôt","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"4 000 robots, 200 M€, 180 000 m² : le nouvel entrepôt Amazon de Lyon décrypté. Ce que la robotisation coûte vraiment, et ce qui est transposable pour une PME.",embedType:"markdown",customRoute:"/blog/robotisation-entrepot-amazon-lyon-pme"},{id:"ia-logistique-allemagne-etude-ehi-2026",slug:"ia-logistique-allemagne-etude-ehi-2026",title:"IA en logistique : les mastodontes allemands du retail se notent eux-mêmes 2,6 sur 10",subtitle:"Décryptage international — étude EHI Retail Institute 2026",chapo:"36 entreprises de la distribution allemande, dont la majorité dépasse le milliard d'euros de chiffre d'affaires, notent leur propre usage de l'IA logistique à 2,6/10 — contre 5,3 pour l'automatisation. Ce que révèle l'étude EHI, et ce que ça change pour les PME françaises.",coverImage:Aie,coverImageCaption:"Chariot élévateur circulant entre des palettes dans un entrepôt logistique — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-24",publishTime:"07:00",readTime:7,category:["International","IA & Logistique"],tags:["IA logistique Allemagne","étude EHI 2026","automatisation entrepôt","IA entrepôt PME","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"36 grands du retail allemand notent leur IA logistique 2,6/10, contre 5,3 pour l'automatisation. L'étude EHI 2026 et ses leçons pour les PME françaises.",embedType:"markdown",customRoute:"/blog/ia-logistique-allemagne-etude-ehi-2026"},{id:"transporteurs-logistique-stockage-pme",slug:"transporteurs-logistique-stockage-pme",title:"Près de 70 % des transporteurs français font aussi de la logistique : ce qu'il faut vérifier avant de signer",subtitle:"Actualité — étude CNR 2025 sur la diversification logistique des transporteurs",chapo:"69,4% des transporteurs routiers français exercent désormais une activité logistique — stockage, préparation de commandes, parfois cross-docking. Ce que révèle l'étude du Comité National Routier, et ce qu'il faut vérifier avant d'élargir un contrat de transport.",coverImage:Sie,coverImageCaption:"Semi-remorques garées sur le parking d'un transporteur routier — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-23",publishTime:"07:00",readTime:6,category:["Actualité logistique","Prestataires & Transport"],tags:["transporteur logistique PME","étude CNR transport","3PL France","prestataire logistique PME","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"69,4% des transporteurs français font aussi de la logistique, selon une étude du CNR. Ce que cela change pour une PME, et les 4 questions à poser avant de signer.",embedType:"markdown",customRoute:"/blog/trans

542porteurs-logistique-stockage-pme"},{id:"slotting-entrepot-reimplantation-stock-pme",slug:"slotting-entrepot-reimplantation-stock-pme",title:"Slotting : le geste invisible qui plombe la productivité de 9 entrepôts PME sur 10",subtitle:"Décryptage méthode — la réimplantation de stock que personne ne revisite",chapo:"Vos préparateurs marchent plus qu'ils ne préparent. Dans la majorité des entrepôts PME, l'emplacement des références n'a pas bougé depuis le go-live du WMS. Le slotting peut changer 10 à 30% de la productivité picking — voici pourquoi presque personne ne s'en occupe, et comment s'y prendre.",coverImage:qie,coverImageCaption:"Préparateur de commandes marchant dans une allée d'entrepôt — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-22",publishTime:"07:00",readTime:7,category:["Performance Entrepôt","Méthode & Outils"],tags:["slotting","réimplantation stock entrepôt","productivité picking","gestion des stocks PME","méthode ABC logistique","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le slotting, cette réimplantation des stocks que personne ne revisite après le go-live WMS, peut réduire de 10 à 30% le temps de picking. Méthode, chiffres et conditions pour PME.",embedType:"markdown",customRoute:"/ressources/articles/slotting-entrepot-reimplantation-stock-pme"},{id:"logistique-france-grands-groupes-pme-2026",slug:"logistique-france-grands-groupes-pme-2026",title:"Le marché logistique français s'effondre, les géants s'agrandissent : l'écart qui isole les PME",subtitle:"Actualité — immobilier logistique & discipline des flux",chapo:"Le marché logistique français recule de 62 % au premier trimestre 2026. Pendant ce temps, Ceva Logistics installe un méga-site de 48 000 m² pour Amazon à Mably. Ce que cet écart révèle — et pourquoi il ne se règle pas en mètres carrés.",coverImage:Ire,coverImageCaption:"Chariot élévateur et rayonnages dans un entrepôt logistique — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-21",publishTime:"07:00",readTime:8,category:["Actualité logistique","PME & Grands groupes"],tags:["immobilier logistique France","PME logistique","automatisation entrepôt","Ceva Logistics Amazon","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le marché logistique français recule de 62 % au T1 2026 pendant qu'Amazon installe un méga-site à Mably. Pourquoi l'écart entre grands groupes et PME se creuse — et ce qu'il faut fiabiliser avant d'investir.",embedType:"markdown",customRoute:"/blog/logistique-france-grands-groupes-pme-2026"},{id:"inde-boom-entrepots-lecon-pme-france",slug:"inde-boom-entrepots-lecon-pme-france",title:"Inde : le boom des entrepôts logistiques cache un chiffre que les PME françaises devraient regarder de près",subtitle:"Décryptage international — immobilier logistique & discipline des flux",chapo:"L'Inde a loué près de 22 millions de pieds carrés d'entrepôts en six mois. Mais le même rapport révèle un taux de vacance de 17,2 %. Décryptage d'un paradoxe qui parle directement aux dirigeants de PME françaises.",coverImage:Ore,coverImageCaption:"Rayonnages et quai de chargement d'un entrepôt logistique moderne",content:"",publishDate:"2026-07-20",publishTime:"07:00",readTime:7,category:["International","Immobilier logistique"],tags:["Inde","entrepôts Grade A","immobilier logistique","vacance locative","3PL","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Boom des entrepôts en Inde, vacance à 17 % : la leçon de concentration des flux pour les PME françaises.",embedType:"markdown",customRoute:"/blog/inde-boom-entrepots-lecon-pme-france"},{id:"penurie-competences-logistique-formation-pme",slug:"penurie-competences-logistique-formation-pme",title:"Pénurie de caristes et magasiniers : pourquoi la formation bat le recrutement, chiffres à l'appui",subtitle:"Formation & compétences terrain",chapo:"40,5 % des postes logistiques sont jugés difficiles à pourvoir en France en 2026. Face à ce mur, la plupart des PME activent le seul levier qu'elles connaissent : recruter plus vite. C'est précisément le mauvais réflexe.",coverImage:Lre,coverImageCaption:"Formation d'un cariste sur chariot élévateur en entrepôt logistique",content:"",publishDate:"2026-07-19",publishTime:"07:00",readTime:7,category:["Formation","RH & Compétences"],tags:["Formation","Pénurie de compétences","CACES","Recrutement PME","France Travail"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Pourquoi la formation interne des équipes logistiques rapporte plus que le recrutement d'urgence — méthode F.L.U.X et dispositifs concrets pour PME/ETI.",embedType:"markdown",customRoute:"/ressources/articles/penurie-competences-logistique-formation-pme"},{id:"pologne-entrepots-automatises-pme-france",slug:"pologne-entrepots-automatises-pme-france",title:"Entrepôts automatisés en Pologne : le laboratoire logistique qui inquiète les PME françaises",subtitle:"Décryptage international — immobilier logistique & automatisation",chapo:"Pendant que l'immobilier logistique français recule de 62 % au premier trimestre 2026, la Pologne construit des hubs automatisés géants (ID Logistics, Shein). Ce que ce contraste annonce pour les PME françaises.",coverImage:Mre,coverImageCaption:"Entrepôt logistique moderne — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-18",publishTime:"07:00",readTime:7,category:["International","Automatisation entrepôt"],tags:["Pologne","International","Automatisation entrepôt","Immobilier logistique","Robotique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"L'immobilier logistique français recule de 62 % au T1 2026 pendant que la Pologne construit des hubs automatisés géants. Décryptage et enjeux pour les PME.",embedType:"markdown",customRoute:"/blog/pologne-entrepots-automatises-pme-france"},{id:"cross-docking-entrepot-pme",slug:"cross-docking-entrepot-pme",featured:!0,title:"Cross-docking : la méthode que les grands maîtrisent et sur laquelle les PME se cassent les dents",subtitle:"Décryptage terrain — ce que les brochures ne disent pas",chapo:"Un mardi matin, deux quais neufs, un panneau « cross-docking » encore brillant. Six semaines plus tard, le quai déborde. Enquête sur la promesse la plus vendue et la moins tenue de la logistique — et sur ce qu'il faut avoir réglé avant de retirer le filet.",coverImage:Nre,coverImageCaption:"Quais et flux de marchandises en entrepôt — cross-docking — CHAL·CONSULTING IA",content:"",publishDate:"2026-07-17",publishTime:"07:00",readTime:11,

542category:["Performance Entrepôt","Méthode"],tags:["cross-docking","cross-docking PME","flux tendu entrepôt","réduction coûts stockage","WMS cross-docking","méthode FLUX"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"La promesse la plus vendue et la moins tenue de la logistique. Ce que les brochures ne disent pas sur le cross-docking — et pourquoi les PME qui réussissent sont celles qui en avaient le moins besoin.",embedType:"markdown",customRoute:"/blog/cross-docking-entrepot-pme"},{id:"logistique-mondiale-avril-2026",slug:"logistique-mondiale-avril-2026",title:"Logistique mondiale : ce qu'avril 2026 a révélé (et ce que les PME doivent en retenir)",subtitle:"Actualité logistique",chapo:"SITL 2026, automatisation, durabilité, supply chains fragmentées : ce qu'avril 2026 révèle de la logistique mondiale et ce que les PME doivent en retenir.",coverImage:$x,coverImageCaption:"Logistique mondiale — avril 2026",content:"Avril 2026 a confirmé un basculement : l'automatisation, la donnée et la durabilité ne sont plus des sujets de grands groupes. SITL 2026, robotisation à l'échelle PME, décarbonation intégrée aux arbitrages, visibilité des flux : ce qu'il faut retenir pour les dirigeants d'ETI.",publishDate:"2026-07-10",publishTime:"09:00",readTime:7,category:["Actualité logistique","Veille & Tendances"],tags:["logistique mondiale 2026","SITL 2026","automatisation entrepôt PME","durabilité logistique","visibilité supply chain"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"SITL 2026, automatisation, durabilité, supply chains fragmentées : ce qu'avril 2026 révèle de la logistique mondiale et ce que les PME doivent en retenir.",embedType:"markdown",customRoute:"/blog/logistique-mondiale-avril-2026"},{id:"sitl-2026-tendances",slug:"sitl-2026-tendances-entrepot-supply-chain",title:"SITL 2026 : les 10 tendances qui vont transformer vos entrepôts (et ce que ça change pour les PME)",subtitle:"Veille & Tendances",chapo:"583 produits exposés, 560 exposants, 80 conférences. Derrière le bruit du salon, les signaux faibles — et forts — qui méritent votre attention si vous dirigez un entrepôt ou une supply chain de PME/ETI.",coverImage:wie,coverImageCaption:"SITL 2026 — Salon International du Transport et de la Logistique",content:"J'ai épluché le cahier des nouveautés du SITL 2026. 583 produits exposés, 560 exposants, 80 conférences. Derrière le bruit du salon, voici les signaux faibles — et forts — qui méritent votre attention si vous dirigez un entrepôt ou une supply chain de PME/ETI.",publishDate:"2026-04-08",publishTime:"09:00",readTime:12,category:["Veille & Tendances","Entrepôt"],tags:["SITL 2026","tendances entrepôt","supply chain PME","IA logistique","robotique","décarbonation"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"SITL 2026 décrypté : IA, robotique, jumeaux numériques, décarbonation. Les 10 tendances qui transforment les entrepôts PME et ce que ça change concrètement.",embedType:"markdown",customRoute:"/blog/sitl-2026-tendances-entrepot-supply-chain"},{id:"guide-ia-logistique-2026",slug:"guide-ia-logistique-france-2026-chal-consulting",title:"IA en logistique : ce que dit le guide national, ce que je fais concrètement pour vos entrepôts",subtitle:"IA & Logistique",chapo:"Analyse complète du guide IA France Logistique 2026. Point par point, découvrez comment CHAL·CONSULTING IA prépare vos entrepôts à l'IA avec la méthode F.L.U.X.",coverImage:xie,coverImageCaption:"Guide IA France Logistique 2026 — CHAL·CONSULTING IA",content:"Le guide national IA & Logistique publié par France Logistique identifie 11 pièges stratégiques pour les entreprises qui veulent intégrer l'intelligence artificielle dans leurs opérations. Point par point, voici ce que je fais concrètement dans vos entrepôts avec la méthode F.L.U.X.™.",publishDate:"2026-04-08",publishTime:"08:00",readTime:25,category:["IA & Logistique","Guide Sectoriel"],tags:["IA logistique","guide France Logistique 2026","méthode FLUX","entrepôt PME","intelligence artificielle terrain"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Analyse complète du guide IA France Logistique 2026. Point par point, découvrez comment CHAL·CONSULTING IA prépare vos entrepôts à l'IA avec la méthode F.L.U.X.",embedType:"markdown",customRoute:"/blog/guide-ia-logistique-france-2026-chal-consulting"},{id:"decarbonation-transport-ormuz",slug:"decarbonation-transport-logistique-ormuz",title:"Détroit d'Ormuz, guerre en Iran, CO₂ : pourquoi la décarbonation du transport n'est plus une option pour les supply chains",subtitle:"Trans

542port & Géopolitique",chapo:"Guerre en Iran, détroit d'Ormuz bloqué : pourquoi la décarbonation du transport est devenue un impératif de résilience pour les PME logistiques françaises.",coverImage:bie,coverImageCaption:"Détroit d'Ormuz — CHAL·CONSULTING IA",content:"Depuis le 28 février 2026, la fermeture du détroit d'Ormuz est réelle. Les frappes militaires conjointes des États-Unis et d'Israël contre l'Iran ont déclenché une escalade majeure. Pour les responsables transport et supply chain des PME françaises, la leçon est sans appel : toute stratégie logistique construite sur une dépendance aux énergies fossiles est une stratégie avec une faille géopolitique.",publishDate:"2026-04-05",publishTime:"08:00",readTime:14,category:["Transport & Géopolitique","Décarbonation"],tags:["décarbonation transport","détroit Ormuz","supply chain résilience","transport logistique PME","géopolitique logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Guerre en Iran, détroit d'Ormuz bloqué : pourquoi la décarbonation du transport est devenue un impératif de résilience pour les PME logistiques françaises.",embedType:"markdown",customRoute:"/blog/decarbonation-transport-logistique-ormuz"},{id:"lean-logistics-gaspillages",slug:"lean-logistics-gaspillages-marge-pme",title:"Ces 3 gaspillages invisibles qui mangent la marge de votre PME",subtitle:"Lean Logistics",chapo:"Surstock, erreurs picking, ergonomie : calculez vos pertes réelles avec nos outils interactifs. Le Lean logistique appliqué aux PME par CHAL·CONSULTING IA.",coverImage:Rre,coverImageCaption:"Lean Logistics — CHAL·CONSULTING IA",content:"",publishDate:"2025-08-15",publishTime:"09:00",readTime:12,category:["Lean Logistics","Réduction des Coûts"],tags:["lean logistique PME","réduction coûts entrepôt","gaspillage logistique","surstock coût caché","erreur picking coût"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Surstock, erreurs picking, ergonomie : calculez vos pertes réelles avec 6 outils interactifs. Le Lean logistique appliqué aux PME.",embedType:"markdown",customRoute:"/blog/lean-logistics-gaspillages-marge-pme"},{id:"excel-vs-wms",slug:"excel-vs-wms-automatiser-gestion-stock-pme",title:"Excel vs WMS : est-il temps pour votre PME d'automatiser sa gestion de stock ?",subtitle:"Transition Digitale",chapo:"Erreurs de stock, dépendance à une personne, lenteur : 3 signaux qui montrent qu'Excel ne suffit plus. Ce que change vraiment un WMS Cloud pour une PME.",coverImage:$re,coverImageCaption:"Excel vs WMS — CHAL·CONSULTING IA",content:"",publishDate:"2026-03-30",publishTime:"09:00",readTime:9,category:["Transition Digitale","WMS"],tags:["WMS PME","gestion de stock Excel","logiciel entrepôt PME","WMS Cloud PME","automatisation gestion stock"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Erreurs de stock, dépendance à une personne, lenteur : 3 signaux qui montrent qu'Excel ne suffit plus. Ce que change vraiment un WMS Cloud pour une PME.",embedType:"markdown",customRoute:"/blog/excel-vs-wms-automatiser-gestion-stock-pme"},{id:"entrepot-sature",slug:"entrepot-sature-gagner-place-sans-demenager",featured:!0,title:"Entrepôt saturé : 5 astuces pour gagner 20% de place sans déménager",subtitle:"Optimisation terrain",chapo:"Votre entrepôt déborde ? Zoning, exploitation de la hauteur, cross-docking : 5 leviers concrets pour récupérer 20% de capacité sans changer de local.",coverImage:Dre,coverImageCaption:"Optimisation espace entrepôt — CHAL·CONSULTING IA",content:"",publishDate:"2026-03-30",publishTime:"08:00",readTime:7,category:["Performance Entrepôt","Terrain"],tags:["optimisation entrepôt PME","gain de place entrepôt","zoning logistique","cross-docking PME","rayonnages accumulation"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Votre entrepôt déborde ? 5 leviers concrets pour récupérer 20% de capacité sans changer de local. Zoning, hauteur, cross-docking, ABC, zones grises.",embedType:"markdown",customRoute:"/blog/entrepot-sature-gagner-place-sans-demenager"},{id:"metiers-entrepot-2026",slug:"metiers-entrepot-2026",title:"Tous les métiers de l'entrepôt en 2026 — et ceux qui n'existent pas encore",subt

542itle:"Cartographie exhaustive & Vision terrain",chapo:"De l'opérateur de quai au pilote de flotte robotisée, de la réception à l'expédition, en passant par la qualité, la maintenance, le juridique et la finance. Une cartographie exhaustive et sans filtre des métiers logistiques d'aujourd'hui — et une vision terrain sur les postes qui émergent, se transforment ou n'existent pas encore.",coverImage:Fre,coverImageCaption:"Métiers de l'entrepôt 2026 — cartographie complète — CHAL·CONSULTING IA",content:"",publishDate:"2026-03-29",publishTime:"08:00",readTime:12,category:["RH & Métiers","Analyse Terrain","Futur du Travail"],tags:["métiers entrepôt","métiers logistique 2026","cariste","préparateur de commandes","directeur entrepôt","cobotique","IA logistique RH","futur travail entrepôt"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"De l'opérateur de quai au pilote de flotte robotisée. Cartographie exhaustive des métiers logistiques d'aujourd'hui — et vision terrain sur les postes de demain.",embedType:"markdown",customRoute:"/ressources/articles/metiers-entrepot-2026"},{id:"mars-2026-logistique",slug:"mars-2026-logistique",title:"Mars 2026 : ce que le secteur logistique dit — et ce qu'il ne dit pas",subtitle:"Veille terrain & opinion",chapo:"SITL, LogiMAT, automatisation, IA, durabilité — mars 2026 a été un mois chargé pour la logistique mondiale. Beaucoup de discours. Quelques vraies avancées. Et des angles morts que personne ne veut nommer.",coverImage:$x,coverImageCaption:"Veille logistique mars 2026 — CHAL·CONSULTING IA",content:"",publishDate:"2026-03-25",publishTime:"08:00",readTime:8,category:["Veille Sectorielle","Analyse Terrain","Opinion"],tags:["veille logistique","SITL 2026","LogiMAT 2026","automatisation PME","durabilité logistique","supply chain 2026"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"SITL, LogiMAT, automatisation, IA — un mois chargé pour la logistique mondiale. Ce que ça change vraiment pour les PME. Vu depuis le terrain, pas depuis une salle de conférence.",embedType:"markdown",customRoute:"/ressources/articles/mars-2026-logistique"},{id:"faut-il-automatiser-son-entrepot-ou-mieux-le-piloter",slug:"faut-il-automatiser-son-entrepot-ou-mieux-le-piloter",title:"Faut-il automatiser son entrepôt ou juste mieux le piloter ?",subtitle:"Comparateur, diagnostic, simulateur ROI",chapo:"Automatisation, robotisation, WMS, pilotage terrain : découvrez comment décider si votre entrepôt doit s'équiper davantage ou d'abord mieux fonctionner. Diagnostic interactif CHAL·CONSULTING IA.",coverImage:Ure,coverImageCaption:"Automatiser ou piloter — aide à la décision entrepôt — CHAL·CONSULTING IA",content:"",publishDate:"2026-03-08",publishTime:"08:00",readTime:10,category:["Transformation logistique & performance entrepôt"],tags:["automatiser entrepôt","pilotage entrepôt","robotisation logistique PME","productivité entrepôt","consultant logistique automatisation","ROI automatisation entrepôt"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Automatisation, robotisation, WMS, pilotage terrain : découvrez comment décider si votre entrepôt doit s'équiper davantage ou d'abord mieux fonctionner.",embedType:"markdown",customRoute:"/blog/faut-il-automatiser-son-entrepot-ou-mieux-le-piloter"},{id:"cold-chain-gdp-logistique-pharmaceutique",slug:"cold-chain-gdp-logistique-pharmaceutique",title:"Cold Chain & GDP — la logistique pharma que personne ne maîtrise vraiment",subtitle:"Monitoring, qualification GDP, simulation déviation",chapo:"Monitoring température, qualification fournisseurs GDP, simulation déviation et scénario incident réel. L'expérience Cenexi mise en pratique par CHAL·CONSULTING IA.",coverImage:zre,coverImageCaption:"Cold Chain & GDP — logistique pharmaceutique terrain — CHAL·CONSULTING IA",content:"",publishDate:"2025-07-15",publishTime:"08:00",readTime:15,category:["Logistique Pharmaceutique & Réglementation"],tags:["logistique pharmaceutique GDP","cold chain PME","audit GDP ANSM","chaîne du froid médicament","conformité BPD logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Monitoring température, qualification fournisseurs GDP, simulation déviation et scénario incident réel. L'expérience Cenexi mise en pratique.",embedType:"markdown",customRoute:"/blog/cold-chain-gdp-logistique-pharmaceutique"},{id:"analyser-flux-entrepot-methode-complete",slug:"analyser-flux-entrepot-methode-complete",featured:!0,title:"Analyser les flux d'un entrepôt — la méthode complète",subtitle:"Sankey, heatmap, ABC, goulots, capacité",chapo:"Cartographie flux, heatmap picking, analyse ABC, goulots, capacité : le guide complet pour analyser et optimiser les flux de votre entrepôt. Méthode F.L.U.X™ CHAL·CONSULTING IA.",coverImage:Dx,coverImageCaption:"Analyser les flux d'un entrepôt — méthode terrain complète — CHAL·CONSULTING IA",content:"",publishDate:"2025-08-01",publishTime:"08:00",readTime:18,category:["Performance Entrepôt"],tags:["analyse flux entrepôt","optimisation picking PME","heatmap entrepôt","analyse ABC logistique","goulot entrepôt"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Cartographie flux, heatmap picking, analyse ABC, goulots, capacité : le guide complet pour analyser et optimiser les flux de votre entrepôt.",embedType:"markdown",customRoute:"/blog/analyser-flux-entrepot-methode-complete"},{id:"audit-logistique-protocole-terrain",slug:"audit-logistique-protocole-terrain",featured:!0,title:"Audit logistique en 1 journée : le protocole terrain",subtitle:"8 phases, 38 points de contrôle, scoring radar",chapo:"8 phases, 38 points de contrôle, un scoring radar en temps réel. Le protocole d'audit logistique terrain de CHAL·CONSULTING IA — diagnostic en 1 journée, rapport en 5 jours.",coverImage:Bre,coverImageCaption:"Audit logistique en 1 journée : le protocole terrain — CHAL·CONSULTING IA",content:"",publishDate:"2025-07-01",publishTime:"08:00",readTime:14,category:["Diagnostic & Audit"],tags:["audit logistique PME","diagnostic entrepôt","audit WMS terrain","consultant logistique audit","performance entrepôt diagnostic"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"8 phases, 38 points de contrôle, un scoring radar en temps réel. Le protocole d'audit terrain condensé en 1 journée.",embedType:"markdown",customRoute:"/blog/audit-logistique-protocole-terrain-1-journee"},{id:"ia-logistique-realite-terrain-2025",slug:"ia-logistique-realite-terrain-2025",title:"IA en logistique : ce qui marche vraiment",subtitle:"Hype vs réalité terrain — 6 cas d'usage décryptés",chapo:"43% des projets IA logistique ratent leur ROI. Comparez hype vs réalité terrain, testez 6 cas d'usage et calculez votre ROI en 2 minutes.",coverImage:Wre,coverImageCaption:"IA en logistique : ce qui marche vraiment — CHAL·CONSULTING IA",content:"",publishDate:"2025-06-18",publishTime:"08:00",readTime:12,category:["Intelligence Artificielle","Supply Chain"],tags:["IA logistique","ROI IA","hype vs réalité","cas usage IA entrepôt","calculateur ROI"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"43% des projets IA logistique ratent leur ROI. Comparez hype vs réalité terrain, testez 6 cas d'usage et calculez votre ROI en 2 minutes.",embedType:"markdown",customRoute:"/blog/ia-logistique-realite-terrain-2025"},{id:"wms-go-live-7-cercles-enfer-logistique",slug:"wms-go-live-7-cercles-enfer-logistique",title:"WMS Go-Live : Les 7 Cercles de l'Enfer Logistique",subt

542itle:"Diagnostic interactif post go-live WMS pour PME/ETI",chapo:"87% des go-lives WMS régressent dans les 90 premiers jours. Découvrez les 7 erreurs terrain observées sur 23 missions — avec quiz diagnostic, benchmark PME vs Grand Groupe et méthode F.L.U.X™.",coverImage:Hre,coverImageCaption:"WMS Go-Live : Les 7 Cercles de l'Enfer Logistique — CHAL·CONSULTING IA",content:"",publishDate:"2025-06-10",publishTime:"08:00",readTime:15,category:["Performance entrepôt","WMS","Logistique PME"],tags:["go-live WMS PME","post implémentation WMS","erreurs WMS entrepôt","consultant logistique post go-live","méthode FLUX logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"87% des go-lives WMS régressent. Découvrez les 7 erreurs terrain observées sur 23 missions — avec diagnostic interactif et méthode F.L.U.X™.",embedType:"markdown",customRoute:"/blog/wms-go-live-7-cercles-enfer-logistique"},{id:"contrat-prestataire-logistique",slug:"contrat-prestataire-logistique",title:"Avant de signer avec un prestataire logistique : 6 points à vérifier que votre contrat ne mentionne pas",subtitle:"Pour dirigeants et responsables supply chain",chapo:"Le contrat est propre. Les annexes sont détaillées. Les SLA sont définis. Vous signez. Six mois plus tard, vous découvrez que votre prestataire sous-traite 40 % des flux à un transporteur que vous n'avez jamais validé, que les pénalités ne couvrent rien, et que le plan de continuité tient sur une demi-page. Voici les 6 points à vérifier avant de signer — ceux que le contrat effleure ou ignore.",coverImage:yie,coverImageCaption:"Négociation de contrat logistique et opérations en entrepôt — CHAL·CONSULTING IA",content:`## Point 1 — La sous-traitance : qui livre vraiment votre client ?
543
544La plupart des prestataires logistiques sous-traitent une partie de leurs flux — transport de nuit, zones géographiques tendues, pics saisonniers. C'est une réalité du marché. Ce n'est pas un problème en soi.
545
546Le problème, c'est quand vous ne savez pas qui livre votre client en votre nom.
547
548**Ce qu'il faut demander explicitement :** la liste des sous-traitants habituels, le pourcentage de flux concernés, et les conditions dans lesquelles un nouveau sous-traitant peut être intégré sans votre accord. Certains contrats permettent au prestataire de sous-traiter librement tant que les SLA sont respectés. Ce qui veut dire que votre client peut être livré par n'importe qui — du moment que c'est à l'heure.
549
550**Ce qu'il faut exiger :** une clause de notification préalable pour tout nouveau sous-traitant sur vos flux, et un droit de refus motivé. Pas pour contrôler chaque camion — pour ne pas découvrir un incident de livraison impliquant un transporteur que vous n'avez jamais validé.
551
552## Point 2 — Les pénalités : ce qu'elles couvrent vraiment
553
554Les pénalités pour non-respect des SLA sont présentes dans presque tous les contrats. Ce qui varie énormément, c'est leur plafond — et leur mode de calcul.
555
556Un prestataire qui rate 3 % de vos livraisons sur un mois peut devoir une pénalité forfaitaire de 500 euros. Si ces 3 % représentent vos clients les plus exigeants, votre perte commerciale réelle est sans commune mesure avec ce montant.
557
558**Ce qu'il faut vérifier :** le plafond mensuel des pénalités (souvent exprimé en pourcentage de la facture mensuelle — 5 à 10 % est courant, ce qui est très faible), le mode de calcul (forfaitaire par incident ou proportionnel au préjudice), et les exclusions — force majeure, pics non prévus, erreurs d'information de votre côté.
559
560**Ce qu'il faut négocier :** des pénalités différenciées par type de commande. Une livraison bloc opératoire ratée ne se traite pas comme un colis standard en retard d'un jour. Si votre prestataire refuse cette différenciation, c'est une information sur sa capacité réelle à gérer vos flux prioritaires.
561
562## Point 3 — L'interlocuteur dédié : qui décroche vraiment quand ça brûle
563
564À la signature, on vous présente un account manager. Souriant, réactif, disponible. Il connaît votre dossier.
565
566Six mois après, il a été remplacé. Ou il gère 12 autres clients. Ou il n'est joignable que par ticket sur une plateforme avec un délai de réponse de 4 heures.
567
568**Ce qu'il faut demander avant de signer :** le nom précis de votre interlocuteur opérationnel — pas commercial — et le périmètre exact de sa disponibilité. Combien de clients gère-t-il ? Quel est son délai de réponse contractuel en cas d'incident critique ? Qui le remplace en cas d'absence ?
569
570**Ce qu'il faut mettre dans le contrat :** un délai de réponse maximal en cas d'incident de niveau 1 (livraison bloquée, erreur de picking critique, rupture de chaîne du froid) — 30 minutes est un standard raisonnable pour ce niveau. Et une clause de notification si votre interlocuteur dédié change, avec un délai de transition.
571
572Un prestataire qui refuse de contractualiser les délais de réponse sur incidents critiques vous dit quelque chose sur la priorité que vous représentez dans son portefeuille.
573
574## Point 4 — Le plan de continuité : ce qui se passe quand leur entrepôt tombe
575
576Incendie, inondation, cyberattaque, grève, panne système majeure. Ces événements sont rares. Ils arrivent.
577
578La question n'est pas si votre prestataire a un plan de continuité — il en a forcément un, et il vous le montrera volontiers. La question est si ce plan a été testé, à quelle date, et ce qu'il prévoit concrètement pour vos flux spécifiques.
579
580**Ce qu'il faut demander :** la date du dernier test du plan de continuité, les résultats (temps de reprise effectif, pas théorique), et ce que le plan prévoit pour les flux à contrainte particulière — chaîne du froid, produits réglementés, commandes urgentes médicales.
581
582**Ce qu'il faut exiger :** un RTO (Recovery Time Objective) contractualisé — le délai maximal avant reprise des opérations. Et la liste des sites de repli dis

582ponibles si leur entrepôt principal est indisponible.
583
584Un plan de continuité non testé est un document de réassurance. Pas une garantie opérationnelle.
585
586## Point 5 — La visibilité sur les données : à qui appartient votre stock
587
588Quand vous confiez votre stock à un prestataire logistique, vos données de stock vivent dans son système. WMS propriétaire, plateforme maison, accès client via portail web.
589
590Ce point est sous-estimé jusqu'au jour où vous changez de prestataire — ou jusqu'au jour où vous avez besoin de données précises que le portail ne vous donne pas.
591
592**Ce qu'il faut vérifier :** le format d'export de vos données de stock (CSV, API, EDI), la fréquence à laquelle vous pouvez les extraire, et ce qu'il se passe en cas de résiliation — dans quel délai récupérez-vous l'historique complet de vos mouvements de stock ?
593
594**Ce qu'il faut mettre dans le contrat :** une clause de portabilité des données précisant le format, le délai de restitution en cas de fin de contrat (30 jours maximum), et la profondeur historique (minimum 3 ans de mouvements).
595
596Vos données de stock sont les vôtres. Assurez-vous que le contrat le dit explicitement — et que la procédure de récupération ne dépend pas de la bonne volonté du prestataire sortant.
597
598## Point 6 — La clause de sortie : combien ça coûte vraiment de partir
599
600C'est le point que personne ne lit à la signature parce que personne ne pense à partir au moment où l'on commence.
601
602C'est pourtant l'un des leviers de négociation les plus importants — et celui qui détermine si vous avez réellement un fournisseur ou une dépendance.
603
604**Ce qu'il faut vérifier :** le préavis de résiliation (6 à 12 mois est courant — négociez 3 mois si possible), les pénalités de sortie anticipée et leur mode de calcul, et les conditions dans lesquelles vous pouvez résilier sans pénalité (non-respect répété des SLA, changement de propriétaire du prestataire, hausse tarifaire unilatérale au-delà d'un seuil).
605
606**Ce qu'il faut exiger :** une clause de résiliation pour motif légitime liée à la performance — si le prestataire rate vos SLA pendant X mois consécutifs, vous pouvez sortir sans pénalité. Sans cette clause, vous êtes captif même si le service se dégrade.
607
608Un prestataire qui refuse toute clause de sortie liée à sa performance vous dit, avant même de commencer, qu'il ne se sent pas tenu par ses engagements.
609
610## Ce qu'il faut faire avec ces 6 points
611
612Ce ne sont pas des points de méfiance. Ce sont des points de professionnalisme.
613
614Un bon prestataire logistique accueille ces questions sans inconfort. Il y a des réponses claires, des pratiques documentées, des engagements contractualisables. Si ces questions créent de la résistance ou des réponses évasives — c'est une information précieuse à avoir avant de signer, pas après.
615
616**La règle simple :** tout ce qui est verbal à la signature et non écrit dans le contrat n'existe pas le jour de l'incident. Pas par mauvaise foi — par réalité opérationnelle. Les équipes changent, les contextes changent, les priorités changent. Ce qui est écrit, reste.
617
618Prenez le temps de négocier ces 6 points. C'est deux heures de travail supplémentaire avant la signature. C'est potentiellement deux ans de tranquillité opérationnelle — ou deux ans de conflits évitables.
619
620## Pour aller plus loin
621
622Vous êtes en cours de sélection d'un prestataire logistique ou en renégociation de contrat ?
623
624**Échange de cadrage — 30 min, sans engagement.** On passe en revue votre situation et j'identifie les points de votre contrat actuel ou en cours qui méritent attention.
625
626**[→ Réserver un échange](/contact)**`,publishDate:"2026-03-08",publishTime:"08:30",readTime:5,category:["Contrat","Prestataire","Guide de décision"],tags:["contrat prestataire logistique","choisir prestataire logistique PME","externalisation logistique contrat","SLA logistique","sous-traitance transport","plan continuité logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Le contrat est propre, les SLA définis. Six mois plus tard, vous découvrez les zones grises. Voici les 6 points à vérifier avant de signer."},{id:"recruter-responsable-logistique",slug:"recruter-responsable-logistique",title:"Vous recrutez un responsable logistique : les 7 questions à poser que personne ne pose",subtitle:"Pour dirigeants et DRH",chapo:"Un responsable logistique qui gère bien le chaos n'est pas la même chose qu'un responsable logistique qui réduit le chaos. Le premier tient sous pression. Le second transforme. La plupart des entretiens de recrutement ne font pas la différence entre les deux — parce que les questions posées ne le permettent pas. Voici les 7 questions qui changent ça.",coverImage:vie,coverImageCaption:"Entretien de recrutement — poser les bonnes questions pour identifier le bon profil logistique.",content:`## Question 1 — "Racontez-moi un problème récurrent que vous avez définitivement réglé — pas géré, réglé."
627
628C'est la première question qui sépare les deux profils.
629
630Gérer un problème récurrent, c'est le traiter chaque fois qu'il apparaît. Le régler, c'est en supprimer la cause pour qu'il n'apparaisse plus.
631
632Un bon opérationnel a beaucoup d'exemples de gestion. Un bon responsable logistique a des exemples de résolution — avec une cause identifiée, une action corrective mise en place, et un résultat mesuré dans le temps.
633
634**Ce que vous cherchez dans la réponse :** une cause nommée précisément, une action structurelle (pas un contournement), et la capacité à dire "depuis, le problème ne s'est plus reproduit."
635
636Si la réponse décrit une série d'interventions répétées sans résolution durable — vous avez un gestionnaire du chaos, pas un réducteur de chaos.
637
638## Question 2 — "Qu'est-ce que vous avez refusé de faire dans votre dernier poste — et pourquoi ?"
639
640Cette question déstabilise. C'est fait exprès.
641
642Un responsable logistique qui n'a jamais refusé quoi que ce soit est soit quelqu'un qui n'a jamais eu de conviction opérationnelle, soit quelqu'un qui vous dit ce que vous voulez entendre.
643
644Les meilleurs profils ont refusé des choses — une automatisation lancée trop tôt, un déploiement WMS sans formation suffisante, une réduction de stock 

644imposée sans analyse préalable. Et ils peuvent expliquer pourquoi, avec des arguments terrain, pas des arguments de confort.
645
646**Ce que vous cherchez dans la réponse :** une prise de position claire, argumentée sur des faits opérationnels, et l'issue — est-ce que le refus a été entendu, contourné, ou imposé malgré tout ?
647
648Un profil qui n'a jamais de friction avec sa direction sur des sujets opérationnels n'a probablement jamais eu de conviction forte sur quoi que ce soit.
649
650## Question 3 — "Comment saviez-vous, le lundi matin, que votre entrepôt allait bien ?"
651
652C'est une question sur le pilotage réel — pas sur le pilotage déclaré.
653
654Beaucoup de candidats vont vous citer des KPI. Taux de service, productivité picking, taux d'erreur. C'est bien. Mais la vraie question est : comment ils les lisaient, à quelle fréquence, et ce qu'ils faisaient quand un chiffre dérivait.
655
656**Ce que vous cherchez dans la réponse :** 3 à 5 indicateurs précis, un rythme de lecture clair (quotidien, hebdomadaire), et surtout — un exemple de dérive détectée tôt et traitée avant que ça devienne un incident. Un responsable qui découvre les problèmes quand ils arrivent dans le tableau de bord de son directeur n'anticipe pas. Il réagit.
657
658## Question 4 — "Décrivez-moi le pire état dans lequel vous avez trouvé un entrepôt — et par quoi vous avez commencé."
659
660Cette question révèle le sens des priorités — et la capacité à séquencer sous pression.
661
662Face à un entrepôt dégradé, les réflexes varient énormément. Certains attaquent le visible : le désordre physique, le rangement, la signalétique. C'est utile mais superficiel. D'autres attaquent le structurel : la précision de stock, les règles de flux, la fiabilité des données WMS. C'est plus lent à démarrer, mais c'est ce qui tient dans le temps.
663
664**Ce que vous cherchez dans la réponse :** une logique de séquençage explicite. Pourquoi commencer par ça et pas par autre chose ? Est-ce que le candidat distingue ce qui est urgent et visible de ce qui est prioritaire et structurel ?
665
666Un bon responsable logistique sait que remettre en ordre un entrepôt, c'est toujours commencer par les données et les flux — pas par le coup de balai.
667
668## Question 5 — "Racontez-moi une fois où l'outil n'était pas le problème — alors que tout le monde pensait que si."
669
670Cette question teste la capacité de diagnostic indépendant.
671
672Dans beaucoup d'entreprises, quand quelque chose ne fonctionne pas, la réponse instinctive est : "c'est le WMS", "c'est l'ERP", "c'est le transporteur." L'outil est un bouc émissaire commode parce qu'il ne se défend pas.
673
674Un bon responsable logistique a appris à distinguer un problème d'outil d'un problème de processus, de formation, ou de données. Et il a des exemples où cette distinction a évité un projet coûteux et inutile.
675
676**Ce que vous cherchez dans la réponse :** un cas concret où le diagnostic initial pointait l'outil et où le candidat a démontré que la vraie cause était ailleurs — avec la méthode utilisée pour l'établir.
677
678## Question 6 — "Comment vous comportez-vous avec un chef d'équipe qui fait mal son travail depuis longtemps — et que tout le monde ménage ?"
679
680C'est une question sur le courage managérial — et sur la capacité à ne pas reproduire les situations acquises.
681
682Dans les PME et ETI, il existe souvent un ou plusieurs profils "intouchables" — des anciens, des loyaux, des indispensables présumés — dont la performance réelle est dégradée depuis longtemps et que personne n'ose adresser.
683
684Un responsable logistique qui reproduit ce schéma par confort ou par évitement va consolider les dysfonctionnements existants plutôt que de les corriger.
685
686**Ce que vous cherchez dans la réponse :** une approche structurée — observation, dialogue direct, fixation d'objectifs clairs, accompagnement ou décision — et la capacité à distinguer la loyauté envers une personne de la loyauté envers la performance de l'équipe. Pas de la brutalité. De la clarté.
687
688## Question 7 — "Qu'est-ce qui vous ferait partir d'un poste en moins de 6 mois ?"
689
690C'est la question qui révèle les conditions réelles de réussite — celles que le candidat ne mettra pas spontanément sur la table.
691
692Un bon responsable logistique a des exigences opérationnelles. Il a besoin d'une direction qui prend les décisions difficiles quand elles s'imposent. D'un accès aux données réelles. D'une autorité claire sur son périmètre. D'un minimum de stabilité pour mettre en place ce qu'il a commencé.
693
694Si la réponse est vague ou trop consensuelle — "un mauvais climat", "pas de perspective d'évolution" — c'est que le candidat n'a pas encore réfléchi à ce dont il a besoin pour bien travailler. Ou qu'il vous dit ce qu'il croit que vous voulez entendre.
695
696**Ce que vous cherchez dans la réponse :** des conditions opérationnelles précises, formulées sans agressivité mais sans ambiguïté. Ce sont aussi vos conditions à vous — si vous ne pouvez pas les offrir, mieux vaut le savoir maintenant.
697
698## Ce que ces questions révèlent ensemble
699

700Aucune de ces questions n'évalue le CV. Le CV, vous l'avez déjà lu.
701
702Ces questions évaluent trois choses que le CV ne dit jamais : la capacité à diagnostiquer plutôt qu'à réagir, le courage opérationnel face aux situations installées, et la lucidité sur ses propres conditions de réussite.
703
704Un responsable logistique qui répond bien à ces 7 questions n'est pas forcément le plus expérimenté du lot. Il est probablement celui qui va réduire votre chaos — pas le gérer indéfiniment.
705
706**La question finale à vous poser après l'entretien :** est-ce que ce candidat m'a appris quelque chose sur mon propre entrepôt pendant cet échange ? Si oui — c'est souvent le bon signe.
707
708## Pour aller plus loin
709
710Vous êtes en train de recruter ou de restructurer votre fonction logistique ?
711
712**Échange de cadrage — 30 min, sans engagement.** On regarde ensemble ce dont votre entrepôt a vraiment besoin avant de définir le profil.
713
714[→ Réserver un échange](/contact)`,publishDate:"2026-02-12",publishTime:"08:30",readTime:5,category:["Recrutement","Dirigeant","Guide de décision"],tags:["recruter responsable logistique","questions entretien logistique","profil responsable supply chain PME","recrutement entrepôt","compétences chef logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"La plupart des entretiens de recrutement ne distinguent pas un gestionnaire du chaos d'un réducteur de chaos. Voici les 7 questions qui font la différence pour recruter le bon responsable logistique."},{id:"signaux-entrepot-decroche",slug:"signaux-entrepot-decroche",title:"Les 5 signaux qui indiquent que votre entrepôt va décrocher — avant que ça se voie dans les chiffres",subtitle:"Pour dirigeants et responsables supply chain",chapo:"Les tableaux de bord mentent. Pas par malveillance — par décalage. Un taux de service se calcule sur ce qui a été expédié. Pas sur ce qui a failli ne pas l'être. Pas sur les heures supplémentaires passées à tenir le chiffre. Pas sur l'énergie brûlée chaque semaine pour que rien ne se voie. Voici les 5 signaux à surveiller — avant que ça devienne une crise visible.",coverImage:gie,coverImageCaption:"Contrôle terrain en entrepôt — détecter les signaux faibles avant qu'ils ne deviennent des crises visibles.",content:`## Signal 1 — Les urgences sont devenues le mode de fonctionnement normal
715
716Dans un entrepôt sain, une urgence est une exception. Elle mobilise, elle se traite, elle se referme.
717
718Dans un entrepôt qui va décrocher, les urgences sont le flux principal. Les chefs d'équipe ne pilotent plus — ils arbitrent en permanence. Chaque matin recommence comme si la veille n'avait pas existé.
719
720**Ce qu'on entend sur le terrain :** "On gère au coup par coup." "On fait ce qu'on peut." "C'est comme ça depuis le rush de l'année dernière."
721
722Ce n'est pas de la résilience. C'est de l'épuisement organisé.
723
724Quand les urgences ne surprennent plus personne, c'est qu'elles ont remplacé la planification. Et une organisation sans planification tient jusqu'au premier pic qu'elle ne peut plus absorber.
725
726## Signal 2 — Les chefs d'équipe passent plus de temps à chercher l'information qu'à prendre des décisions
727
728Demandez à vos chefs d'équipe comment se passe leur matinée. S'ils vous décrivent 45 minutes passées à croiser des données entre le WMS, Excel et leurs messages, avant de pouvoir briefer leurs équipes — c'est un signal.
729
730Le pilotage d'un entrepôt suppose que l'information soit disponible, fiable et lisible en quelques minutes. Quand ce n'est pas le cas, le chef d'équipe devient un consolidateur de données — pas un manager opérationnel.
731
732**Ce que ça coûte en vrai :** des décisions prises avec 2 heures de retard. Des ressources mal affectées en début de poste. Des réajustements en cours de journée qui génèrent des erreurs. Et un chef d'équipe épuisé dès 10h00.
733
734Ce signal est invisible dans vos KPI. Il est parfaitement visible si vous passez une matinée avec eux.
735
736## Signal 3 — Les erreurs reviennent toujours du même endroit — et ça ne change pas
737
738Toute organisation logistique produit des erreurs. Ce n'est pas ça, le signal. Le signal, c'est quand les mêmes erreurs reviennent au même endroit, semaine après semaine, sans que personne ne remonte la cause.
739
740Une zone de picking qui génère 60 % des erreurs de préparation. Un fournisseur dont les réceptions posent toujours problème. Un type de commande qui rate systématiquement les cut-offs.
741
742Quand ces patterns existent et que personne ne les a formalisés — parce qu'on est trop dans le flux pour lever la tête — c'est que l'organisation a perdu sa capacité d'auto-correction.
743
744**La question à poser :** "Quelle est votre principale source d'erreurs en ce moment ?" Si la réponse arrive en moins de 10 

744secondes mais qu'aucune action corrective n'est en cours — vous avez votre réponse.
745
746## Signal 4 — Le stock "sur le papier" et le stock réel ont arrêté de se parler
747
748Ce signal est particulièrement sournois parce qu'il se développe lentement, et qu'on s'y habitue.
749
750Au début : quelques écarts inexpliqués lors des préparations. Des opérateurs qui vont vérifier physiquement avant de confirmer une disponibilité. Des ruptures sur des références qui devraient être en stock.
751
752Puis : une méfiance généralisée envers le WMS. Des contournements informels. Des "stocks tampons" constitués sans le dire pour compenser l'incertitude. Et des clients qui commencent à poser des questions.
753
754La précision de stock ne se dégrade pas du jour au lendemain. Elle se dégrade par accumulation de petits écarts non traités — mouvements non tracés, réceptions approximatives, retours mal retraités. Chacun pris isolément est anodin. Ensemble, ils rendent le stock illisible.
755
756**Le seuil d'alerte :** en dessous de 98 

756% de précision de stock, les perturbations opérationnelles commencent à se multiplier. En dessous de 95 %, c'est structurel.
757
758## Signal 5 — Les bonnes personnes commencent à partir — ou à se taire
759
760C'est le signal le plus tardif — et le plus grave.
761
762Quand un entrepôt dysfonctionne depuis trop longtemps, deux choses se passent. Les opérateurs et chefs d'équipe compétents — ceux qui voient les problèmes et qui pourraient contribuer à les résoudre — finissent par partir. Ou par se taire. Parce qu'ils ont remonté des problèmes qui n'ont pas été traités, et qu'ils ont appris que ça ne servait à rien.
763
764Ce qui reste : une organisation qui continue à fonctionner en surface, portée par des habitudes et des routines, mais sans la capacité de s'améliorer de l'intérieur.
765
766**Ce qu'on ne voit pas dans les chiffres :** le turnover logistique est souvent traité comme un problème RH. Il est rarement lu comme un signal opérationnel. C'est pourtant l'un des diagnostics les plus fiables de l'état réel d'un entrepôt.
767
768## Ce qu'il faut faire si vous reconnaissez un de ces signaux
769
770Un signal seul peut s'expliquer. Deux signaux simultanés méritent attention. Trois signaux ou plus — c'est une conversation à avoir rapidement, avant que ça devienne visible dans vos chiffres de taux de service ou dans une commande perdue.
771
772La bonne nouvelle : ces signaux se traitent. Pas avec un nouveau WMS, pas avec une automatisation d'urgence. Avec une lecture précise de ce qui se passe — et des actions correctives dans le bon ordre.
773
774**Ce qu'il faut regarder en premier :** prenez 2 heures avec vos chefs d'équipe. Pas en réunion. Sur le terrain. Demandez-leur ce qui les empêche de bien travailler. Ce qu'ils répondent dans les 3 premières minutes est le diagnostic le plus fiable que vous puissiez avoir.
775
776## Pour aller plus loin
777
778Vous reconnaissez un ou plusieurs de ces signaux dans votre entrepôt ?
779
780**Diagnostic flash — 2h, sans engagement.** J'identifie les 2 ou 3 points de friction prioritaires et ce qu'il faut stabiliser en premier.
781
782→ [Réserver un échange](/contact)`,publishDate:"2026-03-07",publishTime:"23:00",readTime:5,category:["Diagnostic","Terrain","Dirigeant"],tags:["signaux alerte entrepôt","performance logistique PME","taux de service entrepôt","précision de stock","dysfonctionnement logistique invisible","pilotage entrepôt dirigeant"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Un entrepôt peut afficher 96 % de taux de service tout en étant en train de se fissurer. Voici les 5 signaux à surveiller — avant que ça devienne une crise visible."},{id:"inventaire-annuel-entrepot",slug:"inventaire-annuel-entrepot",title:"Inventaire annuel en entrepôt : ce qu'il faut vraiment faire — et ce qu'on rate presque toujours",subtitle:"Méthode F.L.U.X™ — Guide opérationnel pour PME/ETI",chapo:"Il est 7h00. L'entrepôt est fermé aux flux. Personne ne reçoit, personne n'expédie. Tout le monde est là — opérateurs, intérimaires, chefs d'équipe. Certains n'ont jamais fait d'inventaire dans cette entreprise. Ce guide terrain couvre tout : préparation, rangement, comptage, clôture, et surtout l'après.",coverImage:Gre,coverImageCaption:"Checklist inventaire annuel — application de la méthode F.L.U.X™ en entrepôt.",content:`Il est 7h00. L'entrepôt est fermé aux flux. Personne ne reçoit, personne n'expédie. Tout le monde est là — opérateurs, intérimaires, chefs d'équipe. Certains n'ont jamais fait d'inventaire dans cette entreprise. Quelques-uns n'ont aucune idée de ce qu'on attend d'eux précisément.
783
784Les feuilles de comptage ont été imprimées ce matin. Le stock n'a pas été rangé depuis une semaine. Il reste des palettes à cheval entre deux emplacements, des retours clients non retraités en fond de zone, des articles en quarantaine mélangés au stock courant.
785
786À 7h30, le comptage commence. À 11h30, les premiers écarts remontent. Certains font 20 %. Certains sont inexplicables. Personne ne sait si c'est un problème de stock ou un problème de comptage. À 17h00, on ajuste dans le WMS. On clôture. On signe.
787
788L'an prochain, les mêmes écarts reviendront. Parce que leur cause n'a jamais été cherchée.
789
790## Le vrai problème
791
792L'inventaire annuel est souvent raté — pas le jour J, mais bien avant. Ce n'est pas un problème de méthode de comptage. Ce n'est pas un problème de personnel. C'est un problème de préparation — ou plutôt de l'absence de préparation structurée dans les semaines qui précèdent.
793
794La majorité des entreprises traitent l'inventaire comme un événement. Une journée à bloquer dans l'agenda, un rapport à produire pour la comptabilité, une contrainte légale à honorer. Ce n'est pas ça. L'inventaire est un diagnostic. Le seul moment de l'année où l'entrepôt dit la vérité complète sur lui-même — si on lui pose les bonnes questions, dans les bonnes conditions.
795
796Un inventaire mal préparé produit un chiffre. Un inventaire bien préparé produit un chiffre **et** une lecture de ce qui dysfonctionne dans la gestion quotidienne du stock. La différence entre les deux se joue quatre à six semaines avant le jour J.
797
798## Les bases d'abord
799
800Trois formes d'inventaire existent — et on les confond souvent.
801
802**L'inventaire annuel exhaustif** : comptage de toutes les références à une date définie, obligatoire juridiquement (Code de commerce, Art. L123-12), il valorise le stock pour le bilan comptable.
803
804**L'inventaire tournant** : comptage continu par rotation tout au long de l'année, reconnu fiscalement sous conditions, c'est la forme la plus saine opérationnellement mais elle suppose une maturité que beaucoup de PME n'ont pas encore.
805
806**L'inventaire de contrôle** : comptage ciblé après un incident ou un écart suspect, il ne remplace pas l'annuel.
807
808## Ce qui se joue 6 à 4 semaines avant
809
810C'est là que tout se décide. Pas le jour J.
811
812**Désigner un responsable inventaire dédié** — pas le directeur logistique qui gérera aussi les urgences du jour. Un responsable avec une autorité claire, un périmètre défini, un planning. Sans ça, tout le monde est responsable, ce qui veut dire que personne ne l'est vraiment.
813
814**Définir le périmètre par écrit** : quelles zones, les stocks en consignation, les marchandises en transit, les retours clients non retraités, les palettes en attente de contrôle qualité. Chaque zone ambiguë doit être tranchée avant le jour J.
815
816**Planifier l'arrêt des flux** : fermer la réception la veille au soir, décaler les expéditions au lendemain.
817

818**Préparer les feuilles de comptage depuis le WMS** — numérotées, traçables, nominatives, pas imprimées le matin même.
819
820**Constituer des binômes mixtes** : un opérateur terrain + un référent administratif ou chef d'équipe. Ne pas laisser un opérateur compter seul les emplacements qu'il gère habituellement — le biais de confirmation est réel.
821
822## Le chantier le plus sous-estimé : le rangement
823
824Quatre à deux semaines avant. C'est le travail le plus déterminant — et le plus souvent sauté.
825
826**Une référence par emplacement**, sans mélange.
827
828**Isoler physiquement les stocks particuliers** : articles en quarantaine ou litige qualité, articles à détruire (DDM dépassée, abîmés), retours clients non retraités, articles en attente de décision. Ces articles ne doivent pas être comptés dans le stock valorisable — s'ils ne sont pas séparés physiquement avant le jour J, ils ne le seront pas le jour J non plus.
829
830**Régler le cas des conditionnements partiels** : une boîte ouverte avec 7 unités sur 12, on compte en unités ou en boîtes ? Ces règles se décident avant, par écrit.
831
832**Traiter les emplacements fantômes** : tout emplacement physiquement occupé doit exister dans le WMS.
833
834**Réduire les en-cours** : réceptions partiellement saisies, transferts non finalisés.
835
836## La semaine avant : technique et formation
837
838**Geler les paramétrages WMS** — aucune modification de nomenclature, d'unités, d'emplacements dans les sept jours précédant l'inventaire. Une référence qui change d'unité la veille génère des écarts inexplicables le lendemain.
839
840**Préparer le snapshot WMS horodaté** : état figé du stock théorique — quantités, emplacements, lots, dates de péremption. C'est la référence contre laquelle chaque comptage sera comparé.
841
842**Former les équipes — vraiment** : pas une note de service, une session de 30 à 45 minutes sur les règles précises.
843
844**Tester le matériel** : scanners, tablettes, imprimantes, batteries — avec des pièces de rechange disponibles.
845
846## Le jour J : déroulé et points critiques
847
848Arrêt total des mouvements WMS avant le début du comptage. Extraction du snapshot final horodaté. Briefing de 15 minutes maximum. Distribution des feuilles numérotées.
849
850### Méthode à l'aveugle ou guidée ?
851
852La méthode à l'aveugle — quantité théorique non affichée — produit des comptages plus fiables : l'opérateur compte ce qu'il voit, sans être influencé. La méthode guidée est plus rapide mais génère un biais de confirmation documenté.
853
854**Recommandation terrain** : méthode à l'aveugle sur les références à forte valeur ou à historique d'écart, méthode guidée sur les références à faible valeur et fort volume.
855
856### Le double comptage n'est pas optionnel
857
858Tout écart dépassant un seuil défini doit être recompté par un second binôme indépendant. Ce seuil se définit avant, par écrit — typiquement écart supérieur à 5 % ou à X unités ou à Y euros.
859
860### Clôture
861
862Toutes les feuilles remises, saisie et réconciliation, rapport d'écarts, décision sur chaque écart (dans les seuils → ajustement direct / hors seuils → second comptage / inexpliqué → fiche d'anomalie), puis signature du procès-verbal d'inventaire.
863
864## Ce que tout le monde saute : l'après
865
866Les écarts ne sont pas des chiffres à corriger dans le WMS. Ce sont des **symptômes**.
867
868Les causes les plus fréquentes :
869
870- Erreurs de picking (slotting flou, signalétique insuffisante)
871- Réceptions mal saisies (procédure non respectée)
872- Mouvements non tracés (transferts informels, prélèvements sans sortie WMS)
873- Problèmes d'étiquetage
874
875Chaque cause identifiée doit générer une action corrective dans les semaines suivantes — pas dans six mois.
876
877## Ce que ça change selon le secteur
878
879### Pharmaceutique/médical GDP/GMP
880
881Comptage par lot et par date de péremption obligatoire, articles en quarantaine réglementaire exclus du stock valorisable, procès-verbal susceptible d'audit ANSM, vérification du FEFO lors du comptage.
882
883### Agroalimentaire/chaîne du froid
884
885Rotations d'équipes courtes en zone froide négative (20 à 30 minutes), planning intégrant les rotations et les équipements.
886
887### Multi-sites
888
889Snapshot WMS extrait simultanément sur tous les sites, stocks en transit rattachés à un seul périmètre.
890
891## Lecture F.L.U.X™
892
893**Fiabiliser** le stock physique avant le jour J.
894
895**Lire** les données correctement — snapshot, double comptage, analyse des écarts par cause.
896
897**Unifier** les informations entre comptabilité, logistique, qualité, ach

897ats.
898
899**eXécuter** les actions correctives dans les semaines qui suivent.
900
901<!-- CHECKLIST_INVENTAIRE_COMPONENT -->
902
903## Ce qu'il faut regarder en premier
904
905Quatre questions avant de parler méthode de comptage :
906
907- Mon stock est-il rangé — vraiment, un emplacement = une référence ?
908- Mes articles hors stock valorisable sont-ils physiquement isolés ?
909- Mon WMS est-il figé pendant le comptage ?
910- Mon équipe sait-elle exactement quoi faire avec un cas particulier ?
911
912Si une réponse est floue, le reste de la préparation ne servira pas à grand-chose.
913
914## Vous voulez savoir où en est votre entrepôt avant le prochain inventaire ?
915
916**Diagnostic flash logistique — 2h, sans engagement.**
917
918J'identifie les 2 ou 3 points qui faussent vos inventaires avant même le jour J.
919
920→ [Réserver un échange](/contact)`,publishDate:"2026-03-07",publishTime:"22:00",readTime:10,category:["Méthode","Opérationnel","PME/ETI"],tags:["inventaire annuel","entrepôt PME","WMS","écarts de stock","inventaire tournant","GDP","double comptage","méthode F.L.U.X™"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"L'inventaire annuel est souvent raté — pas le jour J, mais bien avant. Guide terrain complet : préparation, rangement, comptage, clôture, et ce que tout le monde saute — l'après."},{id:"cas-terrain-ia-chef-equipe-entrepot",slug:"cas-terrain-ia-chef-equipe-entrepot",title:"Cas terrain : comment un entrepôt a libéré 3 heures par jour à ses chefs d'équipe grâce à l'IA opérationnelle",subtitle:"Secteur : dispositifs médicaux — Entrepôt multi-température, Île-de-France",chapo:"Dans un entrepôt médical, le chef d'équipe ne court pas après les palettes. Il court après l'information. Ce cas terrain montre comment un copilote IA a transformé le quotidien d'une ETI — sans remplacer le WMS, sans big bang, en 8 semaines.",coverImage:Vre,coverImageCaption:"Pilotage opérationnel en entrepôt — tablette et dashboard IA au poste de travail.",content:`## Ce que personne ne voit — et qui coûte cher
921
922Chaque matin : extraction des rapports WMS, vérification des commandes urgentes, tour de la zone froide, réunion de lancement, affectation des opérateurs, gestion des intérimaires, arbitrage sur les priorités bloc opératoire. Avant même que la préparation commence, 2 à 3 heures sont déjà consommées.
923
924Ce cas, je l'ai vu dans plusieurs configurations. Des entrepôts différents, des secteurs différents, mais le même pattern : des chefs d'équipe compétents, expérimentés, qui passent la moitié de leur énergie à reconstruire une image de la situation au lieu de la piloter.
925
926Ce n'est pas un problème de ressources. C'est un problème d'organisation de l'information.
927
928## Le contexte : une ETI avec des flux qu'on n'a pas le droit de rater
929
930L'entreprise gère un entrepôt en Île-de-France spécialisé dans les dispositifs médicaux. Ses clients : hôpitaux, cliniques, laboratoires, blocs opératoires. Ses contraintes : réelles.
931
932- Plus de 6 000 références, dont une partie à criticité médicale élevée
933- Trois zones de température : ambiant, froid positif (+2/+8°C), froid négatif
934- SLA clients stricts — un retard sur une commande bloc opératoire n'est pas un incident commercial, c'est un incident médical
935- Demande volatile : urgences, ajouts de dernière minute, pic de certains dispositifs sans préavis
936
937Les chefs d'équipe sont le pivot. Ce sont eux qui décident, en temps réel, où mettre les ressources, quelles commandes prioriser, comment absorber les aléas sans dégrader la qualité de service.
938
939Et avant ce projet, ils le faisaient à la main. Avec Excel, le WMS, leur expérience — et beaucoup de stress.
940
941## Le diagnostic terrain
942
943Trois problèmes ont été identifiés dès les premières observations :
944
945### 1. Une perte de temps structurelle
946
9472 à 3 heures par jour absorbées par la consolidation d'informations dispersées entre le WMS, les plannings et les échanges informels. Ce n'est pas du pilotage — c'est de la remontée de données manuelle.
948
949### 2. Un risque permanent
950
951Peur de rater une commande critique. Peur d'un écart de chaîne du froid non détecté à temps. Peur de surcharger une zone sans s'en rendre compte. La prise de décision reposait trop sur le ressenti, pas assez sur des données actualisées.
952
953### 3. Des données sous-exploitées
954

955Le WMS contenait les informations utiles. Elles n'étaient pas transformées en décisions opérationnelles en temps réel. L'outil était là — le lien entre l'outil et le pilotage ne l'était pas.
956
957## L'objectif : un copilote, pas un remplaçant
958
959L'ambition du projet était claire dès le départ : ne pas remplacer le chef d'équipe. Le doter d'un copilote.
960
961La différence est fondamentale. Un copilote propose. Il alerte. Il synthétise ce que le chef d'équipe n'a pas le temps de reconstituer seul. Mais c'est le chef d'équipe qui décide. Toujours.
962
963Les trois questions auxquelles l'outil devait répondre en temps réel :
964
965> *"Quelles commandes dois-je traiter maintenant pour ne rater aucun SLA critique ?"*
966
967> *"Où dois-je affecter mes opérateurs pour éviter un goulet dans l'heure ?"*
968
969> *"Quelle zone risque de saturer si je ne renforce pas ?"*
970
971Ces questions, chaque chef d'équipe se les posait déjà — en les reconstituant à la main. L'objectif : que l'outil y réponde automatiquement, à partir des données déjà existantes dans le système.
972
973## La solution : tableau de bord temps réel + moteur de recommandations
974
975Côté utilisateur : un écran unique, accessible depuis le poste de pilotage ou une tablette.
976
977Il affiche en continu :
978- Les commandes à traiter, triées par priorité (criticité médicale, SLA, type de client, contrainte température)
979- La charge estimée par zone (froid positif, froid négatif, ambiant)
980- L'affectation recommandée des opérateurs par zone et par créneau horaire
981
982Ce tableau de bord remplace plusieurs extractions Excel, des rapports papier et des dizaines d'échanges informels par jour.
983
984Sous le capot : un moteur IA qui analyse en continu l'historique des commandes et des incidents, l'avancement réel dans chaque zone, la polyvalence des opérateurs et leur présence effective. Il propose un ordre de traitement, des recommandations de renfort ("renforce la zone froid positif dans les 20 minutes"), et des alertes anticipant les saturations.
985
986Le chef d'équipe valide, ajuste, ou ignore. Et quand il ajuste, l'outil apprend.
987
988## Le déploiement : 8 semaines, sans big bang
989
990Un projet court et pragmatique — conçu pour une PME/ETI, pas pour un grand groupe avec une équipe IT dédiée.
991
992### Semaines 1–2 — Cadrage terrain
993
994Observation des journées de chefs d'équipe. Cartographie des décisions qu'ils prennent et de ce qui leur prend du temps. Sélection de 5 à 8 indicateurs clés à suivre en temps réel.
995
996### Semaines 3–5 — Connexion aux données et premier moteur
997
998Connexion au WMS, aux plannings RH et aux règles métiers (SLA, contraintes produits). Construction d'un modèle simple de capacité par zone et par créneau. Premier moteur de priorisation opérationnel.
999
1000### Semaines 6–8 — Tests en réel et ajustements
1001
1002Utilisation en mode conseil : l'outil propose, le chef d'équipe valide. Ajustement des règles de priorité selon les retours terrain. Passage progressif en usage quotidien sur plusieurs équipes.
1003
1004Aucune robotisation. Aucun remplacement de WMS. Le même système, mieux exploité.
1005
1006## Les résultats après deux mois
1007
1008### Temps libéré : 2 à 3 heures par jour et par chef d'équipe
1009
1010Les réunions de début de poste sont réduites et structurées autour du plan proposé par le copilote. La matinée commence sur une base claire, pas sur une reconstruction.
1011
1012### Mieux-disant opérationnel
1013
1014Meilleure tenue des délais sur les commandes médicales critiques. Les saturations dans les zones froides sont anticipées — avec des renforts planifiés au lieu de réactions en catastrophe.
1015
1016### Impact humain positif
1017
1018Les chefs d'équipe sont davantage sur le terrain, disponibles pour accompagner leurs équipes et gérer la qualité. Les arbitrages sont mieux acceptés : les décisions s'appuient sur des données, pas uniquement sur le ressenti ou l'autorité.
1019
1020## Avant / Après : une journée de chef d'équipe
1021
1022<!-- AVANT_APRES_COMPONENT -->
1023
1024## Ce que ce cas dit pour d'autres secteurs
1025
1026Ce cas est tiré d'un environnement médical. La même approche fonctionne dans tout contexte de logistique complexe ou sensible :
1027
1028- **Agroalimentaire** : chaîne du froid, pics de saisonnalité, DLC à piloter
1029- **Pharmaceutique** : contraintes GDP/GMP, traçabilité lot, FEFO strict
1030- **Industrie multi-sites** : flux croisés, références critiques, planification ressources
1031
1032L'essentiel est de partir de la réalité opérationnelle des chefs d'équipe — leurs décisions quotidiennes, leurs contraintes propres — et non d'une technologie cherchant un cas d'usage.
1033
1034## Principe F.L.U.X™
1035
1036Ce projet illustre la séquence que j'applique systématiquement :
1037
1038- **Fiabiliser** d'abord les flux physiques et les données de base.
1039- **Lire** correctement ce que les données disent — sans les noyer dans de

1039s outils qui amplifient leur imprécision.
1040- **Unifier** l'information entre fonctions, en temps réel.
1041- **eXécuter** avec des décisions fondées sur des données, pas sur des reconstructions manuelles.
1042
1043L'IA ne corrige pas le chaos. Elle l'amplifie. Ce projet a fonctionné parce que les données du WMS étaient fiables, les processus existants étaient documentés, et l'outil a été conçu pour augmenter le chef d'équipe — pas pour le contourner.
1044
1045## Vous vous reconnaissez dans ce cas ?
1046
1047Vous gérez un entrepôt avec des flux sensibles — médical, pharma, agro, froid — et vos chefs d'équipe passent plus de temps à reconstituer l'information qu'à piloter ?
1048
1049**Diagnostic IA Logistique — 2h, sans engagement.**
1050En moins de deux heures, j'identifie 1 à 3 cas d'usage concrets pour libérer du temps à vos équipes et sécuriser vos flux.
1051
1052→ [Réserver un échange](/contact)`,publishDate:"2026-03-07",publishTime:"14:00",readTime:8,category:["IA opérationnelle","Cas terrain","Entrepôt"],tags:["IA logistique","copilote IA","chef d'équipe","dispositifs médicaux","chaîne du froid","PME ETI","F.L.U.X™","WMS"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Comment un entrepôt médical a libéré 2 à 3 heures par jour à ses chefs d'équipe grâce à un copilote IA opérationnel — sans remplacer le WMS, en 8 semaines."},{id:"checklist-location-entrepot-50-points",slug:"checklist-location-entrepot-50-points",title:"Checklist : 50 points à vérifier avant de signer un contrat de location d'entrepôt",subtitle:"Pièges juridiques (clauses de résiliation, charges cachées) et critères techniques (hauteur sous plafond, accès PL) : tout ce qu'on ne vérifie pas — et qu'on regrette.",chapo:"Un bail d'entrepôt, c'est souvent 6, 9 ou 12 ans d'engagement. Des centaines de milliers d'euros de loyers cumulés. Cette checklist en 50 points couvre les pièges juridiques du bail et les critères techniques du bâtiment — les deux dimensions que personne ne regroupe dans un même document.",coverImage:Kre,coverImageCaption:"Quais de chargement d'un entrepôt logistique — les critères techniques se vérifient avant la signature du bail.",content:`Un bail d'entrepôt, c'est souvent 6, 9 ou 12 ans d'engagement. Des centaines de milliers d'euros de loyers cumulés. Des investissements lourds en rayonnages, systèmes de sécurité, WMS. Et une promesse implicite : que ce bâtiment va permettre de faire fonctionner l'opération correctement, chaque jour, pendant toute la durée du contrat.
1053
1054Si vous voulez comprendre ce que représente concrètement ce quotidien opérationnel, [une journée type dans un entrepôt logistique](/analyses-outils/journee-entrepot-logistique) donne une idée très précise de ce que le site doit pouvoir accueillir.
1055
1056Pourtant, la majorité des baux d'entrepôt sont signés après une visite de 2 heures, une lecture rapide du contrat, et une négociation focalisée sur le loyer au m². Les clauses qui font vraiment la différence — résiliation anticipée, répartition des travaux, charges récupérables, conformité ICPE — sont lues trop vite ou pas du tout.
1057
1058Cette checklist en 50 points couvre les deux dimensions que personne ne regroupe dans un même document : les pièges juridiques du bail, et les critères techniques du bâtiment. Les deux sont indissociables. Un entrepôt techniquement parfait sur un bail défavorable est un piège. Un bail bien rédigé sur un bâtiment inadapté est un autre piège. Il faut les deux.
1059
1060> **Le contexte de marché en 2025** — Loyer moyen d'entrepôt sur la dorsale logistique française (Paris-Lyon-Lille) : 63 €/m²/an — avec une hausse annuelle de 12 %. Paris : 89 €/m²/an. Lyon : 71 €/m²/an. Lille : 57 €/m²/an. Marchés secondaires (Bordeaux, Marseille, Nantes) : ~55 €/m²/an. Le contrat signé engage bien plus que le loyer facial. Il engage le schéma directeur logistique sur toute la durée du bail.
1061
1062---
1063
1064## BLOC A — PIÈGES JURIDIQUES DU BAIL (25 points)
1065
1066### A1 — Durée et résiliation
1067
1068**☐ 1. La durée ferme du bail est-elle clairement identifiée ?**
1069Le bail 3-6-9 classique permet une résiliation à chaque période triennale sous réserve d'un préavis de 6 mois. Mais attention : pour les entrepôts (locaux de stockage), la Loi Pinel autorise les bailleurs à supprimer la faculté de résiliation triennale. Un bail d'entrepôt sans sortie triennale garantie engage pour toute la durée ferme — vérifiez si c'est 6, 9 ou 12 ans.
1070

1071**☐ 2. Le préavis de résiliation est-il de 6 mois minimum ?**
1072Le délai légal pour donner congé est de 6 mois avant l'échéance. Tout préavis plus long contractuellement imposé est une contrainte supplémentaire à négocier.
1073
1074**☐ 3. La clause résolutoire est-elle encadrée avec un délai raisonnable ?**
107592 % des baux commerciaux français contiennent une clause résolutoire (2025). 63 % prévoient un délai de mise en demeure inférieur à 30 jours. Vérifiez le délai de régularisation accordé avant résiliation automatique — et assurez-vous que la clause respecte le formalisme légal (commandement préalable par commissaire de justice).
1076
1077**☐ 4. La cession du bail est-elle libre ou soumise à accord du bailleur ?**
1078Une clause d'agrément trop restrictive (conditions financières impossibles à satisfaire, accord discrétionnaire sans recours) peut bloquer toute cession de bail en cas de cession d'activité ou de rachat.
1079
1080**☐ 5. La destination des locaux est-elle rédigée suffisamment large ?**
1081La clause de destination détermine les activités autorisées dans l'entrepôt. Une rédaction trop étroite ("stockage et distribution de produits alimentaires secs") interdit toute évolution d'activité sans accord du bailleur — et peut justifier une résiliation judiciaire (Cass. com., 18/09/2024 : résiliation validée pour une activité représentant seulement 15 % du CA).
1082
1083### A2 — Loyer et indexation
1084
1085**☐ 6. L'indice d'indexation est-il symétrique (hausse ET baisse) ?**
1086Une clause d'indexation qui ne prévoit qu'une révision à la hausse est réputée non écrite (Cass. com., 12/01/2023). Vérifiez que la clause prévoit explicitement que l'indice s'applique tant à la hausse qu'à la baisse.
1087
1088**☐ 7. La révision triennale du loyer est-elle plafonnée ?**
1089La révision ne peut excéder la variation de l'indice (ILC ou ILAT selon le type de local) sur la période. Certains contrats incluent des clauses de "rattrapage" ou de "lissage" permettant d'appliquer rétroactivement des hausses non appliquées — pratique contestée par les tribunaux (CA Paris, 4/03/2020).
1090
1091**☐ 8. Un pas-de-porte est-il demandé ? Est-il justifié et chiffré ?**
1092Le pas-de-porte est légal s'il est distinct du loyer, clairement identifié, et d'un montant proportionné. Un montant disproportionné ou non motivé peut être contesté.
1093
1094**☐ 9. Le loyer est-il négociable en valeur économique totale sur la durée, et non seulement en €/m²/an ?**
1095En 2025, avec un taux de vacance de 6,3 % et une demande en recul de 4 %, les bailleurs acceptent plus facilement des franchises de loyer, des participations aux aménagements, ou des durées fermes plus courtes. La négociation doit porter sur la valeur totale, pas uniquement sur le facial.
1096
1097### A3 — Charges et travaux
1098
1099**☐ 10. La liste des charges récupérables sur le locataire est-elle précise et conforme au décret R.145-35 du Code de commerce ?**
1100Depuis 2014, certaines charges ne peuvent pas être imputées au locataire : grosses réparations de l'article 606 du Code civil, honoraires de gestion du bailleur, travaux de mise en conformité relevant de vétusté ou de non-conformité initiale.
1101
1102**☐ 11. La taxe foncière est-elle refacturée ? Cette refacturation est-elle explicitement prévue au contrat ?**
1103La refacturation de la taxe foncière est légale mais doit être contractualisée. Vérifiez qu'elle ne comprend pas la taxe d'enlèvement des ordures ménagères, déjà incluse dans les charges récupérables.
1104
1105**☐ 12. Les charges sont-elles provisionnées avec régularisation annuelle, ou forfaitisées sans régularisation ?**
1106Une provision forfaitaire sans régularisation annuelle est contraire à l'article R.145-35. Exigez un décompte annuel des charges réelles.
1107
1108**☐ 13. La répartition des travaux de gros entretien est-elle clairement définie entre bailleur et locataire ?**
1109Les grosses réparations (toiture, structure, fondations) sont à la charge du bailleur (article 606 du Code civil). Toute clause transférant ces obligations au locataire est réputée non écrite.
1110
1111**☐ 14. Qui prend en charge les travaux de mise en conformité (accessibilité, sécurité incendie, décret tertiaire) ?**
1112Point juridique délicat : sans clause spécifique, la répartition est source de litige. Exigez une rédaction précise distinguant les travaux liés à la vétusté (bailleur) des adaptations liées à l'activité du locataire (locataire).
1113
1114**☐ 15. L'annexe environnementale est-elle présente si la surface dépasse 2 000 m² ?**
1115Obligatoire depuis la Loi Grenelle II pour les locaux de plus de 2 000 m². Son absence peut être invoquée par le locataire comme vice du contrat.
1116
1117### A4 — Conformité réglementaire et autorisations
1118
1119**☐ 16. L'entrepôt dispose-t-il des autorisations ICPE compatibles avec votre activité ?**
1120Un bail signé sur un entrepôt dont le classement ICPE est incompatible avec l'activité prévue (rubrique 1510, 1530 ou autres) place le locataire dans l'impossibilité de démarrer — ou l'oblige à des travaux majeurs. Le bail doit comporter des engagements explicites du bailleur sur la [conformité réglementaire en entrepôt pharmaceutique](/analyses-outils/logistique-pharmaceutique-tracabilite).
1121
1122**☐ 17. Les autorisations administratives nécessaires à votre activité sont-elles obtenues ou obtenables dans les délais du projet ?**
1123Une demande d'autorisation ou d'enregistrement ICPE peut prendre 6 à 18 mois. Si le démarrage de l'activité en dépend, cette c

1123ontrainte doit être intégrée dans la négociation du bail (clause suspensive, franchise de loyer pendant l'instruction).
1124
1125**☐ 18. Le bâtiment est-il conforme aux normes incendie actuelles (arrêté du 11 avril 2017, rubrique 1510) ?**
1126Vérifiez : système de détection automatique d'incendie, désenfumage, cellules ≤ 3 000 m² sans sprinklers (ou ≤ 6 000 m² avec sprinklers), voie "engins" de 6 m de large et 4,5 m de haut libre autour du bâtiment.
1127
1128**☐ 19. Le permis de construire et les documents d'urbanisme sont-ils accessibles et conformes à l'usage prévu ?**
1129Demandez communication du permis de construire, de l'attestation de conformité, et vérifiez que l'usage "entrepôt logistique" est bien compatible avec le PLU (Plan Local d'Urbanisme) de la commune.
1130
1131**☐ 20. Y a-t-il des servitudes (passages, canalisations, droits de voisinage) qui pourraient restreindre l'exploitation ?**
1132Consultez le titre de propriété et le plan cadastral. Certaines servitudes limitent les horaires de circulation PL, les niveaux sonores, ou les travaux d'extension.
1133
1134### A5 — Protection du locataire à la sortie
1135
1136**☐ 21. L'état des lieux d'entrée est-il formalisé de façon précise et détaillée ?**
1137L'état des lieux conditionne ce qui sera réclamé à la sortie. Un état des lieux vague expose à des contestations sur la remise en état.
1138
1139**☐ 22. Les travaux d'aménagement réalisés par le locataire seront-ils incorporés au bâtiment ou devront-ils être déposés à la sortie ?**
1140Sans clause explicite, le bailleur peut exiger la dépose des aménagements (mezzanines, cloisonnements, systèmes sprinklers ajoutés) à la charge du locataire en fin de bail.
1141
1142**☐ 23. Le dépôt de garantie est-il proportionné et ses conditions de restitution sont-elles précisées ?**
1143Le dépôt est généralement de 3 mois de loyer hors charges. Vérifiez les délais de restitution et les conditions de rétention (notamment sur la base d'un état des lieux de sortie contradictoire).
1144
1145**☐ 24. Le droit au renouvellement est-il prévu ? À quelles conditions ?**
1146Le droit au renouvellement protège le locataire en fin de bail. Vérifiez qu'aucune clause ne le conditionne à des critères difficilement atteignables, et intégrez le risque de déplafonnement du loyer au renouvellement.
1147
1148**☐ 25. Une procédure de médiation préalable est-elle prévue en cas de litige ?**
1149Depuis le décret n°2023-1098 du 29 novembre 2023, une tentative de règlement amiable préalable est imposée pour les litiges relatifs aux baux commerciaux. La clause de médiation doit désigner un organisme et fixer les délais.
1150
1151---
1152
1153> **Pourquoi les critères techniques sont aussi importants que le juridique** — Un entrepôt avec 6 mètres de hauteur sous tablette exploitable stocke 40 % de marchandises supplémentaires par rapport à un entrepôt à 4,5 mètres, à surface égale. Un quai de niveau inadapté signifie des ruptures de charge quotidiennes et une perte de productivité permanente. Ces contraintes ne se négocient pas après la signature. Elles se vérifient avant.
1154
1155---
1156
1157## BLOC B — CRITÈRES TECHNIQUES DU BÂTIMENT (25 points)
1158
1159### B1 — Géométrie et volume utile
1160
1161**☐ 26. Quelle est la hauteur libre sous ferme (et non au faîtage) ?**
1162La hauteur utile pour le stockage est la hauteur libre sous ferme (sous les éléments de structure), pas la hauteur au point le plus haut de la toiture. Seuils pratiques : ≥ 7 m pour du stockage palettes sur racks 5 niveaux, ≥ 10 m pour des engins à mât rétractable haute performance, ≥ 12 m pour des opérations automatisées.
1163
1164**☐ 27. La surface au sol annoncée correspond-elle à la surface utile nette ?**
1165Vérifiez la différence entre la surface brute (incluant murs, poteaux, bureaux intégrés) et la surface nette réellement exploitable en stockage. Les poteaux structuraux réduisent la densité de racks possible.
1166
1167**☐ 28. La trame des poteaux est-elle compatible avec vos allées de stockage ?**
1168La trame standard pour un entrepôt avec chariots contrebalancés est de 12 × 12 m minimum. Pour des chariots à mât rétractable, une trame de 10,8 × 12 m est préférable. Une trame inadaptée force des allées sous-dimensionnées ou des espaces perdus.
1169
1170**☐ 29. La superficie totale est-elle évolutive (possibilité d'extension ou de cellules supplémentaires) ?**
1171Vérifiez si des cellules adjacentes sont disponibles ou si le bail prévoit un droit de préférence sur des surfaces voisines en cas de développement de l'activité.
1172
1173### B2 — Sol et charge
1174
1175**☐ 30. Quelle est la charge au sol admissible (en t/m²) ?**
1176Seuil minimal pour une activité de stockage palettes standard : 3 t/m². Pour des racks grande hauteur ou des chariots lourds : 5 à 7 t/m². Pour des systèmes automatisés ou des allées très denses : demandez une étude de sol spécifique.
1177
1178**☐ 31. Le sol est-il plan et dressé selon la norme FM Global ou EN 15620 ?**
1179Pour les entrepôts à grande hauteur (> 6 m), la planéité du sol conditionne la sécurité et la stabilité des racks. Vérifiez si un rapport de planéité récent est disponible.
1180
1181**☐ 32. Le sol est-il imperméable et équipé de rétention ?**
1182Obligation réglementaire ICPE : le sol doit être étanche, avec des dispositifs de rétention permettant de collecter les eaux de lavage et les eaux d'extinction en cas d'incen

1182die.
1183
1184**☐ 33. Les joints de dilatation du sol sont-ils en bon état ?**
1185Des joints dégradés sur un sol industriel peuvent endommager les chariots, provoquer des chutes de charges et générer des coûts de maintenance récurrents. Vérifiez l'état lors de la visite.
1186
1187### B3 — Quais et accès poids lourds
1188
1189**☐ 34. Combien de quais de chargement/déchargement le bâtiment compte-t-il ?**
1190Dimensionnement indicatif : 1 quai pour 2 500 à 4 000 m² de surface, selon la fréquence de flux. Vérifiez si le nombre de quais est cohérent avec votre volume de réceptions/expéditions journalières.
1191
1192**☐ 35. Les quais sont-ils de niveau (quais à niveau de camion) ou nécessitent-ils des niveleurs hydrauliques ?**
1193Les niveleurs sont standard mais leur état conditionne la sécurité et la fluidité du chargement. Vérifiez l'état des tabliers et des lèvres de quai lors de la visite.
1194
1195**☐ 36. Les portes sectionnelles des quais sont-elles aux dimensions standard (H 4,5 m × L 4 m minimum pour un PL 40 tonnes) ?**
1196Une porte sous-dimensionnée bloque certains types de remorques (frigorifiques, mega-volume). Vérifiez la hauteur libre utile avec portes ouvertes.
1197
1198**☐ 37. La cour de manœuvre est-elle suffisante pour les PL 40 tonne

1198s ?**
1199Profondeur minimale pour qu'un semi-remorque de 16,5 m puisse manœuvrer et se mettre à quai : 35 m minimum (préférable : 40 m). En dessous, les manœuvres sont contraintes et chronophages.
1200
1201**☐ 38. L'accès routier au site est-il compatible avec la circulation des poids lourds 24h/24 ?**
1202Vérifiez : réglementation locale (arrêtés de circulation PL, zones à faibles émissions), gabarit des voies d'accès, état de la voirie, accès depuis le réseau autoroutier.
1203
1204**☐ 39. Y a-t-il une aire de retournement ou de stationnement PL sécurisée ?**
1205Un parking PL dimensionné permet d'absorber les attentes aux quais sans congestionner la voirie. Son absence génère des tensions avec le voisinage et des risques de verbalisations.
1206
1207### B4 — Équipements et installations techniques
1208
1209**☐ 40. Quelle est la puissance électrique disponible sur le site (en kVA) ?**
1210Pour un entrepôt standard avec une flotte de chariots électriques, prévoir au minimum 200 à 400 kVA selon la taille du parc. Pour des systèmes automatisés : bien davantage. Demandez le titre d'abonnement EDF actuel ou les possibilités d'extension.
1211
1212**☐ 41. Y a-t-il un local de charge de batteries conforme (ventilé, équipé de rétention acide) ?**
1213Obligation réglementaire pour les ateliers de charge de batteries d'engins de manutention (rubrique ICPE 2925). Vérifiez sa superficie par rapport à la taille de la flotte prévue.
1214
1215**☐ 42. Le système de chauffage/ventilation est-il adapté à votre activité ?**
1216Pour du stockage sec standard : température positive maintenue en hiver. Pour du pharmaceutique ou de l'agroalimentaire : températures contrôlées et systèmes de monitoring à valider contractuellement.
1217
1218**☐ 43. Le système sprinkler est-il présent, conforme et dont la maintenance est à jour ?**
1219Un sprinkler conforme à la norme EN 12845 (ou NFPA 13) permet de porter la surface des cellules ICPE à 6 000 m². Vérifiez la date de la dernière inspection réglementaire et qui prend en charge la maintenance annuelle.
1220
1221**☐ 44. L'éclairage est-il suffisant et à quelle charge le remplacement revient-il ?**
1222Standard actuel : éclairage LED à au minimum 200 lux dans les allées de stockage. Un éclairage vieilli représente un investissement en remplacement à négocier ou à faire prendre en charge par le bailleur.
1223
1224**☐ 45. Le réseau télécom et fibre optique est-il disponible sur le site ?**
1225Indispensable pour le WMS, les terminaux RF, et les systèmes de surveillance. Vérifiez la couverture réseau mobile (4G/5G) dans les zones de stockage — les entrepôts en tôle métallique créent souvent des zones blanches.
1226
1227### B5 — Environnement, sécurité et exploitation
1228
1229**☐ 46. L'entrepôt est-il clôturé et dispose-t-il d'un système de contrôle d'accès ?**
1230Sécurité des marchandises stockées, assurance marchandises, obligations contractuelles clients (retail, pharma) : vérifiez le niveau de sécurité périmétrique et la compatibilité avec vos exigences.
1231
1232**☐ 47. Quelles sont les contraintes d'horaires d'exploitation (voisinage, PLU, arrêtés municipaux) ?**
1233Certains sites sont soumis à des restrictions d'horaires de livraison (exemple : pas de PL entre 22h et 6h, pas de week-end). Si votre activité implique du flux nocturne ou 7j/7, vérifiez en mairie avant de signer.
1234
1235**☐ 48. Y a-t-il des bureaux et vestiaires suffisants pour les effectifs prévus ?**
1236Surface réglementaire minimale des vestiaires et sanitaires (Code du travail, R.4228-2 et suivants) en fonction des effectifs. Un entrepôt sous-dimensionné en locaux sociaux implique des travaux d'aménagement à la charge du locataire.
1237
1238**☐ 49. Le DPE (Diagnostic de Performance Énergétique) est-il disponible et quelle est la classe du bâtiment ?**
1239Un entrepôt classé E, F ou G sera progressivement soumis à des obligations de rénovation. La question de qui finance ces travaux (bailleur ou locataire) doit être tranchée contractuellement avant signature.
1240
1241**☐ 50. Le site a-t-il subi des sinistres (incendies, inondations, pollutions des sols) ? L'historique est-il documenté ?**
1242Un site avec antécédent de pollution des sols peut engager la responsabilité de l'exploitant lors de la remise en état à la sortie. Demandez communication des études de sol existantes et vérifiez l'historique ICPE du site auprès de la préfecture (base de données Géorisques / BASIAS).
1243
1244---
1245

1246## Conclusion
1247
124850 points, c'est beaucoup. Et pour un bail d'entrepôt sur 9 ans avec 2 millions d'euros de loyers cumulés, c'est une matinée de travail préparatoire.
1249
1250Ces 50 points ne remplacent pas une lecture attentive du contrat par un avocat spécialisé en baux commerciaux. Ils servent à préparer cette lecture — à identifier les points à négocier, les questions à poser au bailleur, les éléments à vérifier lors de la visite technique.
1251
1252Un entrepôt mal choisi ou un bail mal négocié se paie pendant toute la durée du contrat. Un entrepôt bien choisi sur un bail bien rédigé, c'est la fondation silencieuse de toute la performance logistique qui suivra.
1253
1254Pour [un audit de site avant signature](/services/diagnostic), CHAL·CONSULTING IA vous accompagne sur le terrain.
1255
1256> **Ce que je vérifie en priorité lors d'une visite site** — Après des années en entrepôts chez IKEA, Nike, Bio-Rad, Cenexi, j'ai développé un réflexe : avant de regarder les documents, je marche dans l'entrepôt. Je regarde la hauteur de la ferme. Je compte les quais. Je vérifie si un PL peut manœuvrer. Je cherche l'atelier de charge. Je teste le réseau mobile dans les allées du fond. Tout ça prend 20 minutes. Et ça révèle plus que 2 heures de lecture des fiches techniques.
1257
1258---
1259
1260*Sources : WK Transport-Logistique 2025 (loyers entrepôts France, taux vacance 6,3 %) · Code de commerce — article R.145-35 (charges récupérables bail commercial) · Loi Pinel n°2014-626 du 18 juin 2014 (résiliation triennale baux stockage) · Cass. com., 12/01/2023 (clause indexation symétrique) · Cass. com., 18/09/2024 (résiliation bail pour violation destination) · Décret n°2023-1098 du 29/11/2023 (médiation préalable baux commerciaux) · Arrêté du 11 avril 2017 — rubrique ICPE 1510 (prescriptions entrepôts couverts) · Légifrance — Code de l'environnement, titre Ier livre V · Juridique Magazine / Conseil National des Barreaux 2025 (92 % baux avec clause résolutoire, 43 % clauses indexation irrégulières) · Observations terrain CHAL·CONSULTING IA — audits entrepôts PME/ETI 2023–2025.*`,publishDate:"2026-02-16",publishTime:"08:00",readTime:8,category:["Outil pratique","Immersion terrain","Réglementation"],tags:["checklist location entrepôt","pièges bail logistique","bail entrepôt","location entrepôt PME","contrat logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"50 points à vérifier avant de signer un bail d'entrepôt : clauses de résiliation, charges récupérables, ICPE, hauteur sous plafond, accès poids lourds. Checklist terrain pour responsables logistiques PME et ETI.",embedType:"markdown"},{id:"analyser-flux-entrepot-une-journee",slug:"analyser-flux-entrepot-une-journee",title:"Comment analyser les flux d'un entrepôt en une journée",subtitle:"Une approche terrain pour optimiser la logistique",chapo:"Dans un environnement logistique en constante évolution, optimiser les flux d'un entrepôt est un enjeu majeur. Grâce à une approche terrain basée sur l'observation directe, il est possible d'analyser les flux en une seule journée — et d'en tirer des actions concrètes.",coverImage:Dx,coverImageCaption:"Observation terrain et analyse des flux logistiques en entrepôt — méthode CHAL·CONSULTING IA",content:`Dans un environnement logistique en constante évolution, optimiser les flux d'un entrepôt est un enjeu majeur pour garantir une productivité maximale et une gestion des ressources optimale. Mais comment procéder lorsque le temps est limité ? Grâce à une approche terrain basée sur l'observation directe, il est possible d'analyser les flux d'un entrepôt en une seule journée.
1261
1262Cette méthode, inspirée de retours d'expérience concrets, permet d'identifier les goulots d'étranglement, de mesurer les temps clés et de proposer des solutions immédiates. Voici comment procéder.
1263
1264> **L'essentiel en une phrase** — L'observation directe sur le terrain permet de comprendre les dynamiques réelles de l'entrepôt et d'agir rapidement pour améliorer la fluidité des flux.
1265
1266---
1267
1268## 1. Préparation : définir les objectifs et les outils
1269
1270Avant de vous rendre sur le terrain, identifiez les objectifs principaux de votre analyse :
1271
1272- Réduire les temps de manutention ?
1273- Optimiser l'espace de stockage ?
1274- Améliorer la fluidité des mouvements entre les zones ?
1275
1276**Outils nécessaires :**
1277
1278- Un plan détaillé de l'entrepôt.
1279- Un chronomètre ou une application de mesure du temps.
1280- Un carnet de notes ou une tablette pour enregistrer les observations.
1281- Un appareil photo pour capturer les points critiques.
1282
1283---
1284
1285## 2. Observation directe : immergez-vous dans le flux
1286
1287### a. Cartographier les mouvements
1288
1289- Suivez physiquement le parcours d'un produit, depuis son arrivée jusqu'à son expédition.
1290- Notez les temps d'attente, les goulots d'étranglement, et les zones de congestion.
1291- Identifiez les mouvements inutiles ou les retours en arrière.
1292
1293### b. Analyser les interactions humaines
1294
1295- Observez les échanges entre les opérateurs et les responsables logistiques.
1296- Relevez les difficultés rencontrées (manque de matériel, consignes floues, etc.).
1297

1298### c. Mesurer les temps clés
1299
1300- Chronométrez les étapes critiques : déchargement, stockage, préparation de commandes, chargement.
1301- Comparez ces temps avec les standards théoriques pour [mesurer les temps clés](/analyses-outils/10-kpi-logistiques-entrepot).
1302
1303> **Ordre de grandeur** — Dans un entrepôt de 5 000 m², une observation a révélé que les opérateurs perdaient 20 minutes par heure à chercher des produits mal rangés. Une simple réorganisation a réduit ce temps de 60 %.
1304
1305---
1306
1307## 3. Identifier les points de friction
1308
1309À partir de vos observations, listez les problèmes récurrents :
1310
1311- **Zones de blocage** : espaces trop étroits, équipements mal placés.
1312- **Retards** : attentes pour les chariots élévateurs, files d'attente aux quais.
1313- **Erreurs** : produits mal étiquetés, commandes incomplètes.
1314
1315---
1316
1317## 4. Proposer des solutions immédiates
1318
1319Synthétisez vos observations et proposez des actions correctives rapides :
1320
1321- **Réaménagement des zones** : regrouper les produits fréquemment commandés ensemble.
1322- **Optimisation des parcours** : réduire les distances parcourues par les opérateurs.
1323- **Formation ciblée** : clarifier les consignes pour éviter les erreurs.
1324
1325> **Attention aux détails** — Les solutions les plus efficaces sont souvent les plus simples : un marquage au sol ou une réorganisation des zones peut faire gagner des heures de travail par semaine.
1326
1327---
1328
1329## 5. Restitution et plan d'action
1330
1331En fin de journée, organisez une réunion de restitution avec les responsables :
1332
1333- Présentez vos observations de manière visuelle (photos, schémas).
1334- Hiérarchisez les problèmes en fonction de leur impact.
1335- Proposez un plan d'action priorisé pour les 48 heures, 1 semaine et 1 mois à venir.
1336
1337**Exemple de plan d'action :**
1338
1339| Priorité | Action | Responsable | Échéance |
1340|----------|--------|-------------|----------|
1341| Haute | Réorganiser la zone de préparation | Chef d'équipe | 48h |
1342| Moyenne | Former les opérateurs aux nouvelles consignes | RH | 1 semaine |
1343| Basse | Automatiser les rapports de flux | IT | 1 mois |
1344
1345---
1346
1347## Conclusion
1348
1349Analyser les flux d'un entrepôt en une journée est un défi réalisable grâce à une approche terrain rigoureuse. En combinant observation directe, mesure des temps et écoute des équipes, vous obtiendrez des résultats concrets et actionnables.
1350
1351Pour aller plus loin sur la démarche globale d'optimisation d'entrepôt : [la méthode complète pour optimiser un entrepôt logistique](/analyses-outils/comment-optimiser-un-entrepot-logistique-methode-complete).
1352
1353Découvrez également [nos services d'audit logistique](/services/diagnostic) pour un accompagnement personnalisé.
1354
1355---
1356
1357*Sources : Observations terrain CHAL·CONSULTING IA — audits PME/ETI France 2024–2026 · Méthodologie Lean Logistics · Retours d'expérience clients.*`,publishDate:"2026-03-06",publishTime:"08:00",readTime:7,category:["Méthode","Optimisation","Flux logistiques"],tags:["Flux logistiques","Optimisation entrepôt","Observation terrain","Productivité","PME logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Découvrez comment analyser les flux d'un entrepôt en une seule journée grâce à une approche terrain. Méthode concrète pour identifier les goulots d'étranglement, optimiser les mouvements et améliorer la productivité sans investissement lourd.",embedType:"markdown"},{id:"ia-logistique-2026-mon-regard-terrain",slug:"ia-logistique-2026-mon-regard-terrain",title:"IA, robots, agents, modélisation — ce que j'en pense vraiment",subtitle:"Pigment, Alstef, RedLynk, Conex, sedApta, Kinaxis, Wavestone : six actualités logistiques récentes. Un regard sans langue de bois. Et une question centrale : qu'est-ce que tout ça change pour une PME française aujourd'hui ?",chapo:"Les newsletters logistiques débordent d'annonces IA. Agents modélisateurs, AGV intelligents, jumeaux numériques, gestionnaires virtuels. Je décortique sept actualités récentes avec un seul filtre : qu'est-ce que ça change concrètement pour une PME française avec un entrepôt de 3 000 m² ?",coverImage:oie,coverImageCaption:"Intelligence artificielle et robotique en entrepôt logistique — décryptage terrain 2026",content:`Je lis beaucoup de newsletters logistique et supply chain. Pas pour faire de la veille passive — pour comprendre où va le marché, ce que les éditeurs sont en train de promettre, et surtout ce que ça signifie concrètement pour les entreprises que j'accompagne.
1358
1359Ces dernières semaines ont été particulièrement denses. Pigment annonce un agent IA qui génère des modèles de planification en langage naturel. Alstef dote ses AGV d'une "bulle de perception avancée". Un nouveau cabinet de conseil hybride, RedLynk, revendique l'expertise augmentée. Conex lance un agent conversationnel pour la classification douanière. sedApta présente LUMI VM, son "gestionnaire virtuel IA". Et Kinaxis s'allie à Databricks pour unifier la data de sa plateforme d'orchestration. Sans oublier le radar WMS 2025 de Wavestone, toujours utile, qui braque les projecteurs sur l'IA et le jumeau numérique.
1360
1361C'est beaucoup. Et beaucoup peut facilement devenir du bruit si on ne sait pas comment le lire.
1362
1363Alors je vais faire ce que j'essaie de toujours faire : poser le filtre terrain. Pas pour invalider ces innovations — plusieurs sont réellement intéressantes. Mais pour dire clairement ce qui change maintenant, ce qui changera dans 3 ans, et ce qui ne changera probablement pas grand-chose pour une PME française de 50 à 500 salariés avec un entrepôt de 3 000 m².
1364
1365> **Mon filtre de lecture** — Je ne commente pas les communiqués de presse. Je commente ce que ces annonces signifient pour les entreprises que je vois de l'intérieur. La question que je pose systématiquement : *"Dans quelle condition précise ce produit ou cette fonctionnalité crée-t-il de la valeur réelle — et pour qui ?"*
1366
1367---
1368
1369## #1 — Pigment · L'Intent Modeling et l'agent modélisateur
1370
1371Pigment est une licorne française — ce qui est déjà rare, et mérite d'être souligné. Créée fin 2019, la plateforme s'est positionnée dès le départ sur la planification stratég

1371ique et la gestion de la performance. Elle fait maintenant un pas de plus : l'Intent Modeling, soit la capacité pour des équipes métier de décrire en langage naturel ce qu'elles veulent modéliser — et d'obtenir un modèle déployable en quelques heures, voire minutes, via un agent dédié en cours de brevet.
1372
1373La promesse : supprimer "la lourdeur technique qui ralentit l'adaptation des modèles". La co-CEO Éléonore Crespo dit que "les entreprises ne peuvent plus se permettre d'attendre des semaines ou des mois pour que leurs modèles rattrapent la réalité". Elle a raison sur le diagnostic.
1374
1375> **MON AVIS TERRAIN — Pigment / Intent Modeling**
1376>
1377> Ce que Pigment fait est techniquement impressionnant. Et le diagnostic qu'ils posent sur la planification en entreprise est juste : les modèles sont trop lents à évoluer, trop dépendants des équipes IT, trop figés face à une réalité commerciale qui bouge vite.
1378>
1379> Maintenant, disons ce qui est vrai aussi : Pigment s'adresse à des organisations qui ont déjà des équipes de planification structurées, des données propres et consolidées, et une maturité analytique suffisante pour utiliser ce type d'outil. On parle de grandes ETI, de groupes cotés, d'entreprises avec une fonction Supply Chain dédiée et des modèles existants à faire évoluer.
1380>
1381> Pour une PME de 80 personnes dont le responsable logistique gère encore la planification dans Excel, l'Intent Modeling arrive après plusieurs étapes qui n'ont pas encore été franchies. Vous ne pouvez pas modéliser intelligemment en langage naturel si vos données de base — stock, demande, lead times — ne sont ni fiables ni consolidées.
1382>
1383> Ce n'est pas une critique de Pigment. C'est un rappel de séquençage. La technologie est bonne. La maturité nécessaire pour en tirer de la valeur n'est pas encore là dans la majorité des PME françaises.
1384>
1385> **Ce que je retiens positivement** : le principe de l'Intent Modeling — décrire un besoin en langage naturel et obtenir un outil opérationnel — va descendre en gamme. Dans 2 à 4 ans, des WMS PME intégreront des fonctionnalités analogues, beaucoup plus simples. C'est le signal, pas encore le produit.
1386
1387---
1388
1389## #2 — Alstef Group · La "bulle de perception avancée" sur les AGV
1390
1391Alstef Group est un acteur sérieux de l'intralogistique automatisée. Ce qu'ils annoncent est concret : des AGV (Autonomous Guided Vehicles) qui deviennent des AIV (Autonomous Intelligent Vehicles) grâce à des caméras embarquées et des modèles IA. Ces véhicules peuvent désormais distinguer un piéton d'une palette, un chariot manuel d'un panneau de signalisation, et adapter leur comportement en temps réel.
1392
1393La "bulle de perception avancée" est disponible en deux versions : une configuration avant/arrière (disponible cet été), et une perception 360° (prévue pour 2027). Deux avantages opérationnels concrets : plus besoin de programmer manuellement les passages piétons, et plus besoin de positionner très précisément une palette pour que le véhicule la prenne en charge.
1394
1395> **MON AVIS TERRAIN — Alstef / AGV intelligents**
1396>
1397> Ça, c'est du concret. Pas du futur lointain — du présent déployable.
1398>
1399> Ce qui m'intéresse particulièrement dans cette annonce, c'est la dimension "sites existants et en exploitation". L'un des freins majeurs à l'automatisation des entrepôts PME et ETI, c'est précisément qu'on part du principe qu'il faut reconstruire le site, repenser les allées, refaire le marquage au sol. Une IA embarquée capable de s'adapter à un environnement existant, imparfait, évolutif — c'est un changement de paradigme réel pour ce marché.
1400>
1401> Maintenant, deux nuances. La première : "un prix de marché très compétitif" reste relatif. Pour une PME avec 3 chariots manuels et un transpalette électrique vieillissant, l'AIV reste une décision d'investissement significative qui suppose une justification de ROI solide — et une organisation logistique déjà structurée pour absorber la technologie.
1402>
1403> La deuxième : un AGV intelligent ne remplace pas des processus défaillants. Si votre flux de picking est chaotique, si vos emplacements sont mal adressés, si votre précision de stock est à 94 % — l'AIV va naviguer intelligemment dans un entrepôt désorganisé. C'est une amélioration. Ce n'est pas une transformation.
1404>
1405> **Ce que je retiens** : Alstef fait exactement ce que je préconise en matière d'automatisation — partir de la réalité terrain et y adapter l'out

1405il, pas l'inverse. La direction est bonne.
1406
1407---
1408
1409## #3 — RedLynk · Le cabinet "hybride" qui combine expertise et outils digitaux
1410
1411RedLynk est fondé par Charly Limou et Hervé Duparcq — deux vétérans de la Supply Chain avec plus de 50 ans d'expérience cumulée, co-fondateurs du cabinet Forizons en 2017, racheté par Square en 2021. Après 3 ans et demi chez Square, ils créent leur propre structure autour d'un concept "hybride" : un expert métier senior + un chercheur-développeur spécialisé IA et modélisation, qui travaillent en duo sur chaque mission. Les livrables ne sont pas des slides figées mais des outils digitaux — jumeaux numériques, applications de network design — proposés en abonnement et mis à jour régulièrement.
1412
1413> **MON AVIS TERRAIN — RedLynk / Le modèle hybride**
1414>
1415> Je vais être direct : c'est le modèle vers lequel le conseil en Supply Chain devait évoluer. Et je dis ça en tant que concurrent indirect, ce qui rend l'observation d'autant plus honnête.
1416>
1417> La critique classique du conseil logistique — "on produit des recommandations en slides que personne ne met en œuvre" — est juste. Je l'ai vécue de l'intérieur, dans plusieurs grandes entreprises. Les diagnostics sont souvent excellents. La traduction opérationnelle, trop souvent, disparaît dans le quotidien.
1418>
1419> Ce que RedLynk fait en couplant l'expert métier et le développeur IA, c'est supprimer ce gap. La recommandation devient un outil que le client pilote lui-même, mis à jour, re-simulable en quelques heures. C'est exactement ce que les équipes opérationnelles demandent et n'obtiennent jamais des cabinets traditionnels.
1420>
1421> Maintenant, ce modèle a une limite structurelle : il suppose que le client soit prêt à investir dans un outil sur-mesure, à maintenir un abonnement, et à avoir des équipes capables d'utiliser un jumeau numérique ou une application de network design de façon autonome. Pour les ETI et les grands groupes — pertinent. Pour la PME de 40 personnes dont le responsable logistique n'a pas de budget outil et dix autres priorités — pas encore le bon niveau.
1422>
1423> **Ce qui me différencie de RedLynk** : ma cible est précisément ce segment PME/ETI que les cabinets senior évitent parce que les tickets sont plus petits et les processus plus fragiles. Je ne fais pas des outils sur-mesure — je fais de la mise en ordre opérationnelle. La séquence d'abord, l'outil ensuite.
1424
1425---
1426
1427## #4 — Conex · L'agent Alba pour la classification tarifaire douanière
1428
1429Conex, 40 ans d'expertise en logiciel de dédouanement, lance Alba — un agent conversationnel spécialisé dans la classification tarifaire, intégré nativement aux outils des déclarants en douane. L'agent analyse texte, photos et documents, pose des questions de clarification, croise les sources réglementaires, et propose la classification la plus pertinente. Taux de classification exacte revendiqué : 95 %, sur la base de milliers d'interrogations validées par des experts humains. Le déclarant reste maître de la décision finale.
1430
1431> **MON AVIS TERRAIN — Conex / Agent Alba**
1432>
1433> C'est l'une des annonces qui me semble la plus mûre et la plus honnête de cette sélection. Et c'est précisément parce que Conex ne prétend pas remplacer le déclarant — il donne un outil à quelqu'un qui a déjà la compétence, pour l'exercer plus vite et avec moins d'incertitude.
1434>
1435> La classification tarifaire en douane est un domaine où l'erreur a des conséquences réelles : blocages de marchandises, contentieux, redressements financiers. Ce n'est pas un jeu. Et c'est aussi un domaine où la complexité réglementaire est telle que même des experts chevronnés passent un temps considérable à croiser des sources.
1436>
1437> Un agent qui fait ce croisement en quelques secondes, tout en gardant la décision dans les mains d'un humain qualifié — c'est de l'augmentation de compétence, pas de la substitution.
1438>
1439> **Ce que j'aurais aimé savoir** : le 95 % de classifications exactes — sur quelles catégories de produits ? Les 5 % restants, c'est quoi ? Une erreur sur une classification banale ou une erreur sur un produit réglementé à fort enjeu ? Les taux globaux masquent souvent des performances très variables selon les segments produits.
1440>
1441> **Ce que je retiens positivement** : Conex illustre ce que l'IA fait de mieux quand elle est bien encadrée — transformer une compétence rare en outil accessible, sans retirer la responsabilité à l'humain qui la détient. C'est exactement le bon modèle.
1442
1443---
1444
1445## #5 — sedApta · DDM+ 2025 et LUMI VM, le "gestionnaire virtuel IA"
1446
1447L'éditeur italien sedApta présente DDM+ 2025, évolution de sa suite end-to-e

1447nd O.S.A+, avec au cœur LUMI VM — un "Virtual Manager" développé depuis 3 ans, capable d'interagir en langage naturel (oral ou écrit) avec les managers et opérationnels SC. La promesse : suggestions proactives après détection d'aléas en temps réel, jusqu'à la prise de décision automatique.
1448
1449> **MON AVIS TERRAIN — sedApta / LUMI VM**
1450>
1451> "Gestionnaire virtuel basé sur l'IA" est une formulation qui mérite qu'on s'y arrête. Pas pour la critiquer — pour la lire correctement.
1452>
1453> Ce que LUMI VM fait concrètement : détecter des aléas en temps réel, suggérer des réponses proactives, et potentiellement prendre des décisions en automatique. C'est une chaîne de valeur analytique complète — et si les données en entrée sont fiables et si le paramétrage est bien fait, c'est réellement utile.
1454>
1455> Mais voilà où je mets un bémol : "prise de décision en automatique" dans un contexte Supply Chain n'est pas anodin. Une décision automatique de réapprovisionnement sur une référence critique, ou un re-routage automatique d'une expédition urgente — ces décisions ont des conséquences réelles, financières et relationnelles. La question n'est pas "l'IA peut-elle prendre cette décision ?" — elle peut. La question est "dans quelles conditions l'entreprise est-elle prête à déléguer cette décision à un système ?"
1456>
1457> Pour les organisations qui ont 3 ans de données propres, une équipe SC formée à l'analytique, et des processus documentés — oui, LUMI VM peut apporter de la valeur réelle. Pour les autres — et elles sont nombreuses — ce type de promesse crée plus de risque qu'il n'en résout.
1458>
1459> **Ce que je retiens** : la direction est inévitable. Dans 5 ans, les outils de planification Supply Chain auront tous une couche d'IA qui suggère, alerte et propose. La question n'est pas si — c'est quand, et dans quel état d'organisation vous l'accueillez.
1460
1461---
1462
1463## #6 — Kinaxis + Databricks · La data fabric pour Maestro
1464
1465Kinaxis, acteur majeur de l'orchestration Supply Chain avec sa plateforme Maestro, annonce un partenariat avec Databricks pour construire un socle unifié de données. L'enjeu : intégrer et fiabiliser rapidement des données hétérogènes — ERP, WMS, IoT, prévisions météo, réseaux sociaux — pour alimenter l'IA de Maestro.
1466
1467> **MON AVIS TERRAIN — Kinaxis / Databricks**
1468>
1469> Ce partenariat est le plus "infrastructure" de cette sélection, et c'est aussi le plus fondamental.
1470>
1471> Tout le monde parle d'IA en Supply Chain. Personne ou presque ne parle du problème réel qui empêche l'IA de fonctionner dans 80 % des entreprises : **la donnée est sale, fragmentée, incohérente entre les systèmes**. Vous pouvez avoir le meilleur modèle prédictif du monde — si votre ERP et votre WMS ne se synchronisent pas correctement, si vos données de stock sont à 95 % de précision, si vos lead times fournisseurs sont saisies manuellement — l'IA produit du bruit sophistiqué.
1472>
1473> Ce que Kinaxis et Databricks font ensemble, c'est s'attaquer à ce problème à la racine. Et c'est la bonne priorité.
1474>
1475> Maintenant : Kinaxis et Databricks, c'est le segment Enterprise. Ce sont des investissements à plusieurs millions d'euros, des projets d'intégration longs, des équipes data dédiées. La leçon est universelle. Le produit ne l'est pas.
1476>
1477> **La leçon pour une PME** : avant de penser à l'IA, pensez à votre donnée. Votre précision de stock, votre cohérence ERP/WMS, votre historique de commandes propre — c'est votre Data Intelligence Platform à vous. Elle ne coûte pas des millions. Elle demande de la rigueur et une méthode.
1478
1479---
1480
1481## #7 — Wavestone · Le radar WMS 2025, IA et jumeau numérique
1482
1483Wavestone publie l'édition 2025 de son radar WMS. Sur 175 solutions identifiées, 61 ont été retenues — dont 29 françaises. Trois catégories : Pure Players (22), Généralistes, et Complémentaires (13). Le marché WMS mondial est estimé en croissance de +15 % par an jusqu'en 2032, pour dépasser 11 milliards de livres sterling. Focus 2025 : l'IA (chatbot pour paramétrage, gestion des litiges, optimisation du slotting) et le jumeau numérique (simulation de flux et d'infrastru

1483ctures).
1484
1485> **MON AVIS TERRAIN — Wavestone Radar WMS 2025**
1486>
1487> Le radar WMS de Wavestone, je le suis depuis plusieurs éditions. C'est un des travaux de veille les plus sérieux et les plus utiles sur ce marché en France. Et cette édition 2025 fait quelque chose d'important : elle ne confond pas l'IA comme marketing et l'IA comme fonctionnalité réelle.
1488>
1489> Chatbot pour faciliter le paramétrage d'un WMS — oui, c'est une vraie douleur dans les entrepôts PME. Le paramétrage d'un WMS est souvent la première raison pour laquelle des modules ne sont jamais activés ("c'était trop complexe au démarrage, on l'a désactivé"). Un chatbot qui guide le responsable logistique dans la configuration de ses règles de slotting ou de ses flux de réception — c'est concret, utile, déployable maintenant.
1490>
1491> Le jumeau numérique est un horizon plus lointain pour les PME. La capacité de simuler son entrepôt en 3D pour optimiser les flux avant de les déployer physiquement — c'est intéressant. C'est aussi un investissement de temps et de budget qui présuppose que les processus existants soient déjà documentés et stables.
1492>
1493> **Ce que j'aurais aimé voir dans le radar** : un axe "accessibilité PME". Parce que 61 solutions WMS, ça ne dit pas grand-chose si on ne sait pas lesquelles sont réalistes pour une entreprise de 50 salariés avec un budget de déploiement de 80 à 150 K€ tout compris.
1494>
1495> **Ce que je retiens** : la croissance de +15 % du marché WMS n'est pas un buzz. C'est la traduction chiffrée du fait que les entrepôts PME sous-équipés sont en train de se rattraper — sous la pression des attentes clients et de la concurrence. C'est mon marché. Et il bouge.
1496
1497---
1498
1499## Ce que tout ça dit — Vue d'ensemble
1500
1501Après avoir lu, décortiqué et commenté ces sept actualités, voilà les trois lignes de fond que j'en tire.
1502
1503### 1. L'IA en logistique, c'est réel. Mais le pré-requis reste la donnée.
1504
1505Pigment, Kinaxis, sedApta, Conex — des technologies différentes, une même contrainte sous-jacente : elles produisent de la valeur uniquement si les données qu'elles consomment sont fiables. Une IA nourrie de données sales produit des décisions rapides et confiantes... et fausses. L'obsession pour l'outil fait oublier que l'outil amplifie ce qui existe déjà. Processus instables = instabilité amplifiée. Données incorrectes = mauvaises décisions automatisées.
1506
1507Ce n'est pas nouveau. C'est juste plus urgent à comprendre maintenant que les outils se déploient plus vite que les organisations ne sont prêtes à les accueillir.
1508
1509→ *Lire aussi : [10 KPI logistiques qui comptent vraiment pour piloter un entrepôt](/analyses-outils/10-kpi-logistiques-entrepot)*
1510
1511### 2. Le conseil logistique se transforme — et c'est une bonne nouvelle.
1512
1513RedLynk illustre une transformation que je perçois sur le terrain depuis 18 mois : les entreprises ne veulent plus de recommandations figées. Elles veulent des outils qu'elles pilotent, des diagnostics qu'elles peuvent re-simuler, des consultants qui restent dans la durée et pas seulement pour la livraison du rapport.
1514
1515C'est exigeant pour les consultants. C'est beaucoup mieux pour les clients. Et ça crée un marché pour les indépendants qui ont à la fois l'expertise terrain et la capacité à produire des livrables opérationnels — pas seulement analytiques.
1516
1517### 3. Le gap PME reste entier — et c'est là que se joue l'enjeu réel.
1518
1519Toutes ces annonces s'adressent principalement aux ETI structurées et aux grandes entreprises. Ce n'est pas une critique — c'est le marché naturel de ces acteurs. Mais la réalité française, c'est que la majorité des entrepôts logistiques sont des structures de 2 000 à 8 000 m², avec des équipes de 10 à 30 personnes, des WMS parfois vieillissants, des processus rarement documentés, et des responsables logistiques qui gèrent seuls des arbitrages qui mériteraient une équipe.
1520
1521Ces entreprises ne déploieront pas Pigment demain. Elles n'achèteront pas des AIV Alstef cette année. Mais elles ont les mêmes problèmes d'organisation, de précision de stock, de picking, de slotting — et ces problèmes se résolvent avec une méthode et un regard extérieur compétent, pas avec un budget technologique.
1522
1523→ *Lire aussi : [Amazon a changé les règles du jeu. Voici comment les PME peuvent répondre.](/analyses-outils/amazon-pme-logistique-comment-repondre)*
1524
1525---
1526

1527## Conclusion
1528
1529Je vais continuer à lire les newsletters. À suivre Pigment, Alstef, les radars WMS, les annonces des éditeurs. Non pas pour être à la mode — mais parce que comprendre où va le marché est une compétence de conseil. Un consultant qui ne fait pas de veille active finit par conseiller avec 3 ans de retard.
1530
1531Mais je vais aussi continuer à aller dans les entrepôts. À marcher dans les allées à 6h du matin avec les chefs d'équipe. À compter les palettes. À regarder les écarts de stock. À poser des questions aux préparateurs sur ce qui coince depuis 6 mois et que personne n'a encore écrit nulle part.
1532
1533Parce que c'est là, entre les deux, que se trouve la vraie valeur du conseil logistique. Entre la veille sur ce que le marché promet. Et la réalité de ce qu'un entrepôt PME vit chaque jour.
1534
1535> **L'IA ne remplacera pas un entrepôt mal organisé par un entrepôt intelligent. Elle transformera un entrepôt déjà bien organisé en entrepôt encore plus performant.**
1536>
1537> La séquence reste la même : **Fiabiliser** d'abord. **Lire** ensuite. **Unifier**. Et seulement alors — **automatiser**.
1538>
1539> Dans cet ordre. Pas dans l'autre.
1540>
1541> → *[Découvrir nos services de diagnostic & audit](/services)*
1542
1543---
1544
1545*Sources : Supply Chain Magazine (NL 4204, 4065, 4159, Radar WMS 2025 Wavestone) · Annonces officielles Pigment, Alstef Group, RedLynk, Conex, sedApta, Kinaxis, Databricks · King Research (étude marché WMS mondial 2025-2032)*`,publishDate:"2026-03-05",publishTime:"09h00",readTime:14,category:["IA","Décryptage","Tribune","PME/ETI"],tags:["IA logistique","Décryptage","Tribune","PME Supply Chain","Tendances 2026"],linkedinUrl:"https://www.linkedin.com/in/chalmichelou/",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Pigment, Alstef, RedLynk, Conex, sedApta, Kinaxis, Wavestone : sept actualités IA décryptées avec un filtre terrain. Ce que ça change — et ce que ça ne change pas encore — pour les PME françaises.",embedType:"markdown"},{id:"journee-entrepot-logistique",slug:"journee-entrepot-logistique",title:"Une journée dans un entrepôt logistique",subtitle:"De 5h du matin à 22h, ce qui se passe vraiment entre les rayonnages. L'entrepôt que personne ne voit — et qui fait tenir toute la chaîne.",chapo:"L'entrepôt, à 4h50 du matin, ressemble à ce qu'il est vraiment quand personne ne le regarde : un organisme vivant en pause. Cette journée immersive dans un entrepôt PME de 4 000 m² révèle ce que les tableaux de bord ne montrent jamais.",coverImage:eie,coverImageCaption:"Allée d'entrepôt logistique en activité — immersion terrain de 5h à 22h",content:`## Avant que la lumière ne s'allume
1546
1547L'entrepôt, à 4h50 du matin, ressemble à ce qu'il est vraiment quand personne ne le regarde : un organisme vivant en pause. Les rayonnages montent à huit mètres de hauteur. Les travées sont droites, silencieuses, bordées de palettes filmées qui attendent. L'odeur est particulière — carton, poussière froide, une légère trace de gasoil des chariots élévateurs chargés la veille. Les néons de sécurité diffusent une lumière bleutée sur les allées centrales. Tout le reste est dans l'ombre.
1548
1549Il y a 4 200 références stockées ici. 4 200 produits différents, chacun avec un emplacement, un numéro de lot, une date de péremption ou d'entrée, un niveau de stock. Dans le WMS, ils existent comme des chiffres parfaitement ordonnés. Dans l'entrepôt, ils existent comme des boîtes, des cartons, des colis filmés sur des palettes, avec leurs étiquettes parfois déchirées, leurs emplacements parfois mal rangés, leur réalité physique qui ne coïncide pas toujours avec ce que le système croit savoir.
1550
1551C'est cet écart — entre le monde du WMS et le monde des allées — que cette journée va révéler.
1552
1553L'entrepôt appartient à une ETI de distribution B2B. Quarante-deux salariés dans l'entreprise. Dix-huit à l'entrepôt. Quatre mille mètres carrés sous une toiture en shed, quelque part dans la banlieue industrielle d'une ville de taille moyenne. Pas de robots. Pas de convoyeurs. Des chariots élévateurs, des transpalettes électriques, des terminaux portables, un WMS en place depuis six ans — et des hommes et des femmes qui connaissent chaque allée par cœur, au point de ne plus avoir besoin de lire les étiquettes.
1554
1555C'est là que tout commence.
1556
1557---
1558
1559## ⏱ 05H00 — Le premier arrivant
1560
1561Le portail coulisse. La lumière se déclenche par secteur, en cascade, comme un réveil progressif. Karim est toujours le premier. Chef d'équipe depuis quatre ans, il a les clés depuis deux ans. Il arrive à 5h, une heure avant le début officiel de son équipe, parce que c'est sa façon à lui de ne pas être pris de court.
1562
1563Son premier geste, invariable : il ouvre le WMS sur le terminal fixe près du bureau d'équipe. Il regarde les commandes de la journée. Aujourd'hui, 87 commandes à préparer. Dont 12 avec un cut-off à 9h30 pour le transporteur prioritaire. Dont 3 commandes "urgentes" balisées en rouge par le service commercial depuis hier soir.
1564
1565Il imprime la liste. Pas parce que le WMS ne pourrait pas la projeter sur les terminaux portables. Mais parce qu'il veut la lire en entier, debout, avant que quelqu'un arrive. Pour voir ce qui l'attend. Pour décider, dans sa tête, comment il va organiser la journée.
1566
1567> **Ce que Karim fait que le WMS ne fait pas** — Un bon chef d'équipe lit le planning avant que le planning ne le lise. Il anticipe les conflits de ressources, les emplacements problématiques, les commandes qui vont mobiliser deux personnes. Le WMS optimise les itinéraires. Karim optimise la journée.
1568
1569Il sait déjà, sans aller vérifier, que l'emplacement B-14-3 est probablement problématique. Un réapprov

1569isionnement a été fait hier en fin de journée — il a vu le bordereau mais il n'a pas pu contrôler. Si le stock n'a pas été correctement scanné, deux des commandes urgentes vont partir avec une ligne manquante. Il note B-14-3 sur son papier. Il ira voir avant de distribuer les terminaux.
1570
1571À 5h12, il enfile sa veste thermique — la zone de stockage des produits sous 8°C est dans son secteur ce matin — et entre dans les allées. L'entrepôt est à lui seul, pour encore quarante-huit minutes.
1572
1573---
1574
1575## ⏱ 05H20 — L'inventaire silencieux
1576
1577Karim marche lentement dans l'allée B. Il ne presse pas. Il regarde. C'est ce qu'il appelle son "tour du propriétaire" — une expression qu'il a inventée lui-même, sans jamais l'avoir entendue ailleurs, parce qu'elle décrit exactement ce qu'il fait : se comporter comme si l'entrepôt lui appartenait, et vérifier que tout est en ordre avant d'ouvrir.
1578
1579L'emplacement B-14-3 contient du matériel électronique de taille moyenne — des composants conditionnés en boîtes de 12. Le WMS affiche 48 unités. Il compte physiquement : 4 rangées de 10. Quarante. Pas quarante-huit.
1580
1581Il ne s'énerve pas. Il sort son terminal, corrige le stock, lance une demande de vérification qui sera traitée par le responsable logistique à son arrivée. Il note à la main : "B-14-3 — écart -8 unités — à investiguer". Il sait que les commandes urgentes ne seront pas impactées : elles demandent 5 unités chacune. Quarante, ça suffit.
1582
1583> *En dix minutes de marche silencieuse, Karim vient de trouver un écart de stock qui n'aurait été découvert que pendant le picking d'une commande urgente — c'est-à-dire au pire moment possible. Ce type de comptage informel, non tracé, non planifié, non documenté dans aucune procédure officielle, est l'une des raisons pour lesquelles cet entrepôt a un taux de service de 94 %. Ce n'est pas le WMS. C'est Karim.*
1584
1585*Et le jour où Karim part, personne ne le remplacera automatiquement.*
1586
1587*C'est précisément le paradoxe des entrepôts qui fonctionnent grâce à la compétence individuelle plutôt qu'aux processus : ils fonctionnent très bien — jusqu'au jour où ils ne fonctionnent plus du tout.*
1588
1589---
1590
1591## ⏱ 06H00 — La prise en main de l'équipe
1592
1593Les premiers arrivants entrent par groupes de deux ou trois. Les vestiaires s'animent. Les conversations sont courtes, encore engourdies. Certains viennent de loin — Mehdi fait 45 minutes de route, Sandra prend deux bus depuis 4h30. L'entrepôt est situé en zone industrielle, accessible en voiture ou en transport mais pas facilement. C'est une réalité logistique qu'on oublie quand on parle de "ressources humaines" : la logistique commence pour ses opérateurs bien avant que les néons de l'entrepôt ne s'allument.
1594
1595Le briefing du matin est debout, en allée centrale, dure sept minutes. Karim ne lit pas une présentation PowerPoint. Il parle. Il dit :
1596
1597"Aujourd'hui, 87 commandes. Douze à sortir avant 9h30, transporteur Chronoplus. Trois urgentes — je les donne à Stéphane et à Amina, ensemble. Réception prévue à 8h, deux camions, je veux deux personnes sur le quai à 7h45. Zone C est en réapprovisionnement depuis hier soir, vérifiez vos emplacements avant de valider des prises. B-14-3 a un écart, je l'ai corrigé, mais on surveille. Questions ?"
1598
1599Il y a une question. Bertrand demande si les retours de la semaine dernière ont été traités. Karim dit non, pas encore, mais ce n'est pas un sujet de ce matin. Il dit ça sans agressivité, juste avec la précision d'un homme qui sait exactement ce qui entre dans une journée et ce qui n'y entre pas.
1600
1601> **Le coût du briefing raté** — Un briefing bâclé ou absent en entrepôt génère en moyenne 15 à 20 minutes de désorganisation par opérateur en début de journée. Sur une équipe de 12 personnes, c'est entre 3 et 4 heures de productivité perdues — avant que la première commande ne soit préparée.
1602
1603Les terminaux portables sont distribués. Les listes de picking apparaissent sur les écrans. La journée commence officiellement. Dans les allées, on entend les premiers bips des scanners sur les codes-barres. L'entrepôt reprend vie.
1604
1605---
1606
1607## ⏱ 06H30 — Le picking du matin
1608
1609Dans l'allée D, Amina suit son itinéraire sur le terminal. Elle prépare deux commandes en simultané — méthode batch picking, deux chariots côte à côte, codés couleur avec des étiquettes orange et bleue pour ne pas mélanger. Son terminal lui indique : D-07-2, 3 unités. Elle s'arrête, vérifie l'étiquette de l'emplacement, scanne le produit, entre la quantité. Bip. Validation. Elle repart vers D-11-5.
1610
1611Elle travaille vite, mais pas en courant. Le WMS génère ses itinéraires en serpentin — elle balaye chaque allée dans un sens, ne revient pas en arrière. C'est la règle. Ça n'a l'air de rien, mais ça réduit les distances de 30 à 40 % par rapport à un itinéraire aléatoire. Sur une journée de 87 commandes, ça représente plusieurs kilomètres de marche épargnés par opérateur.
1612
1613À l'autre bout de l'entrepôt, Stéphane est plus lent. Pas parce qu'il est moins efficace — parce qu'il prépare une commande de petites pièces, 34 lignes différentes, des conditionnements unitaires stockés en tiroirs d'armoires à compartiments. Ce type de picking est intrinsèquement plus lent. Aucun itinéraire ne peut compenser le fait qu'il faut physiquement ouvrir chaque tiroir, compter, vérifier.
1614
1615> *La productivité picking ne se compare pas en valeur absolue sans contexte. Stéphane prépare 22 lignes/heure sur ce type de commande. Amina prépare 68 lignes/heure sur du picking palette standard. Ces deux chiffres coexistent dans le même WMS, dans la même journée, dans le même entrepôt. Un responsable qui fait la moyenne sans distinguer les typologies produits prend une décision de pilotage sur une donnée sans signification.*
1616
1617À 7h15, un premier incident. En allée A, niveau 3, un emplacement est vide. Le WMS affiche 6 unités. Le préparateur scanne l'emplacement, ne trouve rien, lance une alerte terrain. Karim est prévenu par radio. Il vient, vérifie, regarde l'emplacement adjacent : les 6 unités sont là, rangées au mauvais emplacement lors du réapprov

1617isionnement de la veille. Fausse route — deux minutes de pertes.
1618
1619Il corrige l'emplacement dans le WMS, le préparateur peut continuer.
1620
1621C'est le type d'incident qui n'existe dans aucun rapport. Il n'est ni comptabilisé comme erreur de stock ni comme erreur de picking. Il disparaît dans la journée. Multiplié par cinq ou six incidents du même type, sur 18 personnes, pendant 250 jours de l'année — c'est un volume de temps perdu considérable que personne ne mesure.
1622
1623---
1624
1625## ⏱ 07H45 — L'arrivée du premier camion
1626
1627Le camion arrive à 7h52, soit 7 minutes après l'heure prévue. Pour les équipes, 7 minutes c'est rien. Pour la planification, c'est déjà un décalage. Les deux personnes désignées pour la réception — Luc et Fatima — sont en attente sur le quai. Ils ont sorti le bordereau attendu, vérifié les températures de la zone dédiée, préparé les transpalettes.
1628
1629Le chauffeur descend, tend ses documents. Luc signe l'heure d'arrivée. Ils ouvrent la remorque ensemble.
1630
1631Ce qui sort n'est jamais exactement ce qui était annoncé. Ce matin, le bordereau indique 14 palettes. Il y en a 13. Et une de celles qui sont là porte un suremballage endommagé — du scotch retendeur sur le film, signe qu'une palette a été refaite en cours de route.
1632
1633Luc prend des photos. C'est la procédure. Avant de décharger, il documente les anomalies. La palette suspecte est mise en quarantaine physique — une zone délimitée par du ruban jaune au sol, à l'entrée du quai. Rien ne rejoint le stock actif sans être contrôlé.
1634
1635> **La pression du transporteur** — Le chauffeur a d'autres livraisons. Il attend que Luc signe "conforme" pour partir plus vite. Cette pression est réelle, quotidienne, et elle est la première cause d'un contrôle réception bâclé. Signer "conforme" sans compter les colis, c'est perdre tout recours sur les écarts fournisseurs détectés ensuite — et les absorber silencieusement dans les coûts.
1636
1637Le déchargement prend 22 minutes. Les 12 palettes conformes sont mises en zone réception, identifiées par une étiquette temporaire. Fatima commence le contrôle quantitatif : elle compte chaque carton sur chaque palette, coche le bordereau, entre les quantités dans le WMS au fur et à mesure. Ce n'est pas la méthode la plus rapide. C'est la méthode la plus fiable.
1638
1639La palette quarantaine sera ouverte et contrôlée après 9h, quand le responsable logistique sera là. Ce n'est pas à Luc de décider si les produits peuvent rejoindre le stock. C'est une règle. Elle protège tout le monde.
1640
1641À 8h30, les produits contrôlés commencent à être mis en stock. Fatima saisit les emplacements cibles dans le WMS, Luc transporte avec le transpalette. Le délai entre déchargement et disponibilité picking : 54 minutes pour les produits classe A. C'est dans les normes. Pas exceptionnel. Mais correct.
1642
1643---
1644
1645## ⏱ 09H15 — La tension du cut-off
1646
1647Il est 9h15. Le cut-off pour Chronoplus est à 9h30. Il reste 8 commandes à terminer sur les 12 prioritaires. Karim regarde son écran. Il fait un calcul rapide dans sa tête : à la cadence actuelle, avec les ressources disponibles, 5 commandes seront prêtes à temps. Les 3 autres seront en retard de 10 à 20 minutes.
1648
1649Il a deux options. La première : laisser aller, les 3 commandes partent avec le transporteur suivant — délai de 24 heures sur ces livraisons. La seconde : appeler le commercial pour arbitrer — ces 3 commandes sont-elles vraiment prioritaires, ont-elles des clients qui attendent une livraison demain matin ?
1650
1651Il appelle. Il a le numéro en tête. Deux commandes peuvent attendre — le commercial le confirme après vérification. La troisième ne peut pas : c'est un client en rupture. Karim récupère deux préparateurs du picking non-prioritaire, les bascule sur cette commande. La ligne se reforme.
1652
1653> **Ce que ça coûte, un cut-off raté** — Un transporteur raté, c'est 24 heures de délai supplémentaire sur la livraison client. En B2B, c'est parfois une ligne de production arrêtée, un chantier en attente, une pénalité de retard. Et ça commence souvent 45 minutes avant, quand personne n'a encore regardé le planning de la journée.
1654
1655À 9h27, la troisième commande urgente est en zone expédition. Emballée. Étiquetée. Le bordereau transporteur est imprimé. Chronoplus prend possession à 9h34 — 4 minutes après le cut-off théorique. Le chauffeur accepte. Il connaît l'entrepôt, il connaît Karim. Il attend 5 minutes.
1656
1657Ce n'est pas un processus. C'est une relation humaine qui compense l'absence de marge. Et c'est fragile.
1658
1659Le reste de la matinée se stabilise. Le deuxième camion de réception arrive à 10

1659h10. Il est conforme au bordereau. Le contrôle prend 18 minutes. La mise en stock est réalisée en 40 minutes. Délai dock-to-stock total : 58 minutes.
1660
1661---
1662
1663## ⏱ 11H00 — La réunion que personne ne voit
1664
1665Dans le bureau vitré qui donne sur l'entrepôt, Isabelle — responsable logistique — est arrivée à 8h30. Elle a passé la matinée à arbitrer, décider, corriger. Elle a traité l'écart de B-14-3 (une erreur de saisie lors d'un réapprovisionnement de la semaine précédente — les 8 unités manquantes ont été retirées du stock sans être enregistrées lors d'un contrôle qualité). Elle a validé la mise en quarantaine de la palette endommagée — les produits sont contrôlés, 60 % sont conformes, 40 % retournent au fournisseur. Elle a géré un appel du service commercial sur une commande manquante — une référence que le WMS affiche en stock mais qui n'est pas physiquement présente. Introuvable.
1666
1667Introuvable. C'est le mot qui revient le plus souvent dans les entrepôts dont la précision de stock est inférieure à 98 %. Le produit existe dans le système. Il n'existe pas sur le terrain. Quelqu'un l'a déplacé, prélevé, mal rangé, ou le chiffre dans le système n'a jamais correspondu à la réalité. Le WMS ne sait pas lequel des trois scénarios s'est produit. Isabelle non plus — pas sans investigation.
1668
1669> *Ce que personne ne voit dans un entrepôt PME : le temps de management opérationnel absorbé par des anomalies. Isabelle est responsable logistique. Elle devrait passer sa matinée à analyser les KPI de la semaine précédente, planifier le slotting de la zone C qui a besoin d'être réorganisée, préparer le brief fournisseur du jeudi. Elle passe en réalité 60 % de son temps à gérer des problèmes que des processus plus solides rendraient inexistants. Ce n'est pas un problème de compétence. C'est un problème d'organisation — et ça se résout avant d'investir dans un nouveau WMS ou dans des robots.*
1670
1671À 11h, elle fait le point avec Karim. Pas dans une salle de réunion — debout, dans l'allée centrale, en marchant. C'est leur style. Ils parlent vite, en langage terrain.
1672
1673"Zone C — état des stocks ?" / "80 % rechargé, 3 emplacements encore à faire." / "Commandes de l'après-midi ?" / "61 restantes sur les 87, dont 8 à expédier avant 14h pour Colissimo." / "OK. Je vais avoir besoin de Michel pour les retours de la semaine dernière." / "Il est sur la réception. Dès que c'est terminé." / "Bien."
1674
1675Cette conversation a duré trois minutes. Elle a planifié les deux heures suivantes.
1676
1677---
1678
1679## ⏱ 12H00 — La pause, et ce qu'elle révèle
1680
1681La première équipe pause à 12h. L'entrepôt ne s'arrête pas — Karim a organisé un roulement. La moitié des équipes mange, l'autre continue. Les commandes avec cut-off 14h n'attendent pas.
1682
1683Dans la salle de pause, les conversations sont celles de tous les métiers. Le sport, les enfants, le trajet du matin, l'incident d'hier soir sur l'autoroute. Mais rapidement, elles reviennent au travail. Pas parce que les gens sont passionnés par la logistique de leur entreprise. Parce que le travail en entrepôt crée une forme de solidarité quotidienne — quand quelque chose va mal, ça impacte tout le monde physiquement, visiblement, immédiatement. Il n'y a pas d'abstractions.
1684
1685> **Ce que la salle de pause apprend à un consultant** — Les 12 premières minutes passées dans la salle de pause d'un entrepôt donnent plus d'informations sur l'organisation réelle que 2 heures de réunion avec le responsable logistique. Les opérateurs parlent librement entre eux. Ils savent exactement où ça coince, pourquoi ça coince, et depuis combien de temps ça coince. Ils ont souvent la solution. On leur demande rarement.
1686
1687Amina mange vite. Elle sera de retour à 12h22. Elle a un planning à tenir. Bertrand, lui, prend ses 45 minutes en entier. Il en a le droit. Et quand il revient, il est plus efficace que celui qui a avalé son sandwich en marchant et qui se trompe d'emplacement à 13h15 parce qu'il est épuisé.
1688
1689La pause est une donnée de performance. Les entrepôts qui la compriment systématiquement dégradent leur productivité de l'après-midi — et augmentent leurs erreurs de picking après 13h30. Ce n'est pas une opinion. C'est une observation de terrain.
1690
1691---
1692
1693## ⏱ 13H30 — L'après-midi commence, et c'est différent
1694
1695L'après-midi en entrepôt a une couleur différente du matin. Le matin, c'est l'urgence organisée, le tempo des cut-offs, la concentration des premières heures. L'après-midi, c'est le volume, la continuité, la gestion des imprévus.
1696
1697À 13h30, le WMS affiche encore 53 commandes à préparer. La deuxième vague de picking commence. Les préparateur

1697s repartent dans les allées avec leurs terminaux. Il y a moins d'urgences immédiates, mais le rythme doit tenir pour que les expéditions de 17h soient prêtes à temps.
1698
1699C'est aussi le moment de la journée où les erreurs augmentent. Ce n'est pas une coïncidence. C'est la combinaison de la fatigue, du relâchement de la concentration post-pause, et de la pression diffuse de la fin de journée. Les études sectorielles le confirment : le taux d'erreur picking est statistiquement plus élevé entre 13h30 et 15h30 qu'en matinée.
1700
1701> **Le creux de l'après-midi** — Les erreurs de picking augmentent de 15 à 25 % entre 13h30 et 15h30 par rapport à la matinée, selon les analyses de terrain de plusieurs entrepôts PME. Les causes : fatigue accumulée, baisse de concentration, pression diffuse de fin de journée. Aucun outil ne compense entièrement ce phénomène — mais un slotting bien conçu (références simples à distinguer en zones de picking intensif l'après-midi) peut en atténuer significativement l'impact.
1702
1703À 14h05, Michel est enfin disponible pour les retours clients. Il prend la pile de colis retournés accumulée depuis lundi — six boîtes, quatre palettes partielles. Il ouvre chaque retour selon la procédure : vérification de l'état du produit, identification de la référence, décision de réintégration ou de mise de côté.
1704
1705Les retours, dans cet entrepôt, sont traités une fois par semaine. C'est une décision pragmatique — il n'y a pas assez de ressources pour faire mieux. Mais ça signifie que des produits retournés en bon état attendent parfois cinq jours avant d'être de nouveau disponibles au picking. Et que pendant ces cinq jours, si la référence est en rupture sur le stock actif, personne ne peut l'utiliser.
1706
1707> *La logistique inverse — les retours — est l'angle mort de la plupart des entrepôts PME. On construit un processus de réception, un processus de picking, un processus d'expédition. Les retours arrivent dans ce système comme des intrus : ils ne s'insèrent dans aucune routine fluide, ils mobilisent du temps non planifié, et leur traitement tardif crée des stocks fantômes dans l'autre sens — des produits physiquement présents que le WMS croit absents. Ce n'est pas anecdotique. En moyenne, 3 à 5 % du volume d'un entrepôt B2B passe par la logistique inverse. C'est suffisant pour perturber la précision de stock si le processus est défaillant.*
1708
1709---
1710
1711## ⏱ 15H00 — Ce qui se passe dans la zone d'expédition
1712
1713La zone d'expédition est à l'opposé du quai de réception. C'est une règle de base en logistique entrepôt : les flux entrants et les flux sortants ne doivent pas se croiser. Dans cet entrepôt, les deux quais sont séparés par une zone tampon de 12 mètres. Pas idéal, mais suffisant pour éviter les confusions.
1714
1715À 15h, la zone d'expédition commence à se remplir. Les commandes préparées et contrôlées arrivent en flux continu depuis les zones de packing. Chaque colis est posé dans la zone identifiée au nom du transporteur : une rangée pour Chronoplus, une pour Colissimo, une pour DHL, une pour le transporteur affrété (palettes complètes). Les étiquettes transporteurs ont été imprimées dès la validation de la commande dans le WMS — elles sont collées avant que les colis arrivent en zone d'expédition.
1716
1717Sandra est responsable de l'expédition depuis trois ans. Elle a une vision de ce que chaque rangée doit contenir avant chaque départ transporteur, et elle la vérifie en permanence. À 15h20, elle repère un colis Colissimo dans la rangée DHL. Elle l'attrape, regarde l'étiquette, le déplace. Ce n'est pas un incident majeur. Si elle ne l'avait pas vu, ce colis aurait été chargé dans le mauvais camion et serait arrivé au mauvais hub la nuit.
1718
1719> **Le dernier mètre avant le client** — L'expédition est le dernier point de contrôle avant que la marchandise quitte le périmètre de l'entreprise. Une erreur de chargement ou d'étiquetage non détectée ici atteint directement le client. Le contrôle visuel à l'expédition — scanné ou non — est l'une des procédures les plus importantes et les plus souvent négligées en péri

1719ode de forte pression.
1720
1721À 15h45, un client appelle le service commercial pour savoir où est sa commande. La commande est en zone expédition, prête à partir. Le commercial appelle Isabelle. Isabelle appelle Sandra. Sandra confirme. Le commercial rappelle le client. La commande part à 16h30 avec Chronoplus. Le client sera livré demain matin.
1722
1723Cette chaîne de communication a duré 8 minutes. 8 minutes pour confirmer ce que le WMS aurait dû afficher en temps réel au commercial, sans appel téléphonique. Ce type de friction invisible — le client qui appelle parce qu'il ne peut pas voir l'état de sa commande — est une des conséquences d'un WMS dont le module de traçabilité n'a pas été activé. Il était dans le contrat initial. Il a été désactivé "pour simplifier le démarrage". Il n'a jamais été réactivé.
1724
1725---
1726
1727## ⏱ 16H30 — Le départ des transporteurs
1728
1729Entre 16h30 et 17h15, quatre transporteurs passent en séquence. Le rythme est rodé. Sandra gère le quai comme un chef d'orchestre : elle sait quelle rangée va à quel chauffeur, elle a les bons de livraison prêts, elle vérifie que le bon nombre de colis part avec le bon camion.
1730
1731Chronoplus part à 16h32. 23 colis. Contrôle de sortie : Sandra scanne chaque colis avant chargement. Bip. Bip. Bip. Ça prend 4 minutes. Le chauffeur attend sans impatience — il connaît la procédure, il sait que Sandra ne laisse partir un colis qu'après l'avoir scanné.
1732
1733Colissimo part à 16h51. 31 colis individuels. Même procédure. Certains colis n'ont pas d'étiquette sur le dessus — étiquetés sur le côté, mauvaise orientation au packing. Sandra les retourne, les re-scanne, les charge. Deux minutes de plus.
1734
1735DHL arrive à 17h05 pour les expéditions internationales. Trois colis, documents douaniers attachés. Sandra vérifie les documents avant de signer. Un des documents est incomplet — il manque le numéro de TVA intracommunautaire de l'importateur. Elle appelle le service commercial. Cinq minutes de flottement. Le commercial retrouve l'information dans le dossier client. La palette repart avec le bon document.
1736
1737À 17h15, le dernier transporteur de la journée — une camionnette affrétée pour une livraison spéciale sur mesure — prend deux palettes. Le chauffeur est un indépendant que l'entreprise utilise depuis deux ans. Il signe, il charge lui-même. Sandra note l'heure de départ.
1738
1739> **Ce que représente 17h15** — 17h15, c'est la fin de la journée de livraison. Tout ce qui part après cette heure part demain. Tout ce qui n'est pas prêt à 17h15 est un retard client. Cette heure limite — le cut-off final — structure toute la journée logistique, à rebours, depuis 6h du matin. C'est pour ça que le briefing de 6h en parle. C'est pour ça que Karim l'a en tête quand il lit le planning à 5h. La logistique se pilote de droite à gauche : depuis la livraison vers la réception.
1740
1741---
1742
1743## ⏱ 17H30 — Ce que personne ne voit après 17h
1744
1745La majorité des opérateurs quittent l'entrepôt entre 17h et 17h30. Mais l'entrepôt ne s'arrête pas.
1746
1747Il reste Karim, qui fait le bilan de la journée. Il note les écarts, les incidents, les ajustements à faire. Ce n'est pas un rapport formel — il n'en produit pas, ou rarement. C'est une liste mentale et quelques notes sur papier. Il sait que demain matin, il faudra réapprovisionner la zone C entièrement, que l'emplacement A-03-7 est arrivé à son seuil minimum et déclenchera une demande automatique ce soir, que Michel devra finir les retours avant de faire autre chose.
1748
1749Il reste Sandra, qui range la zone expédition, range les documents, classe les bons de livraison signés. Le quai est nettoyé. Les équipements sont rechargés — les transpalettes électriques, les terminaux portables. Tout est en place pour le lendemain.
1750
1751Il reste un préparateur en heure supplémentaire — une commande qui n'a pas pu être préparée dans les temps, un client prioritaire qui a appelé en fin d'après-midi. Il prépare seul, dans l'entrepôt à moitié éteint, en allumant les néons secteur par secteur au fur et à mesure qu'il avance dans les allées.
1752
1753>

1753 *Les heures supplémentaires en entrepôt sont le signe le plus clair d'un sous-dimensionnement de la planification ou d'une demande non anticipée. Elles ne sont pas graves en soi — elles font partie de la réalité opérationnelle. Elles deviennent problématiques quand elles sont systématiques, quand elles concernent les mêmes personnes semaine après semaine, et quand elles ne déclenchent aucune analyse. L'heure supplémentaire est une donnée de pilotage. Elle dit quelque chose de l'organisation. La question n'est pas "peut-on éviter les heures sup" — parfois non. La question est "qu'est-ce qu'elles nous apprennent sur ce qui ne fonctionne pas le reste du temps ?"*
1754
1755---
1756
1757## ⏱ 19H00 — L'entrepôt de nuit : un autre monde
1758
1759À 19h, un agent de sécurité prend son poste. L'entrepôt n'est pas gardé la nuit dans le sens classique du terme — il est surveillé par un système d'alarme périmétrique, des caméras, et une ronde à heures fixes. L'agent vérifie les accès, les équipements, les zones à risque.
1760
1761Ce que beaucoup d'entreprises ignorent : l'entrepôt la nuit n'est pas inactif dans un sens fonctionnel. Le WMS continue de traiter des données. Les commandes du lendemain matin sont déjà dans le système — certaines ont été passées par les clients en fin de journée, d'autres en début de soirée via le portail e-commerce. Certains réapprovisionnements automatiques se déclenchent sur la base des seuils atteints dans la journée.
1762
1763À 19h45, une alerte tombe dans la boîte mail d'Isabelle : une référence a déclenché son seuil minimal de stock. La demande de réappro est générée automatiquement. Elle la verra demain matin à 8h30 et la validera en 30 secondes. Mais le fournisseur, lui, recevra la commande ce soir — parce que le système est paramétré pour envoyer les demandes automatiquement après validation manuelle. Ce délai de 13 heures — entre l'alerte et la validation — est une perte de temps que peu d'entreprises ont pensé à analyser.
1764
1765---
1766
1767## ⏱ 21H30 — Ce que l'entrepôt prépare pour demain
1768
1769À 21h30, le WMS commence à compiler les commandes du lendemain. Les algorithmes d'optimisation des vagues de picking tournent en tâche de fond — ils regroupent les commandes par zone, par transporteur, par priorité. À 22h, les listes de picking du lendemain matin seront prêtes à être imprimées.
1770
1771Karim les imprimera à 5h. Et il recommencera exactement ce qu'il a fait ce matin : les lire, debout, en entier, avant que quelqu'un arrive.
1772
1773Ce rituel — impensable dans une vision purement technologique de la logistique, irremplaçable dans la réalité d'un entrepôt PME — est la manifestation concrète de quelque chose que les outils ne peuvent pas encore faire : comprendre ce que les chiffres ne disent pas.
1774
1775> **Ce que cette journée a appris** — 87 commandes. Deux livraisons reçues. Trois urgences gérées. Un écart de stock corrigé avant qu'il ne devienne un problème. Une palette en quarantaine. Six retours traités. Quatre transporteurs chargés. Une erreur de chargement évitée. Un document douanier corrigé au dernier moment. Une commande préparée en heures supplémentaires. Rien de spectaculaire. Rien qui ressemble à la transformation digitale dont parlent les conférences. Juste une journée qui a bien marché — parce que des gens compétents ont pris les bonnes décisions au bon moment, dans le bon ordre. C'est ça, la logistique opérationnelle.
1776
1777---
1778
1779## ⏱ 22H00 — Le silence
1780
1781À 22h, l'agent de sécurité fait sa première ronde. Il marche lentement dans les allées. Les néons de sécurité diffusent leur lumière bleutée. Les rayonnages montent à huit mètres. Les palettes attendent.
1782
1783L'entrepôt ressemble exactement à ce qu'il était à 4h50 du matin.
1784
1785Et pourtant, tout a changé.
1786
178787 commandes sont parties. 26 palettes ont été reçues, contrôlées, rangées. Trois incidents ont été détectés et résolus. Six retours ont été traités. La précision de stock est légèrement meilleure ce soir qu'elle ne l'était ce matin.
1788
1789Dans seize heures, Karim sera de retour.
1790
1791Et tout recommencera.
1792
1793---
1794
1795## Ce que cette journée dit aux entreprises
1796
1797Si vous n'avez jamais passé une journée complète dans un entrepôt — le vôtre, ou celui de votre prestataire — vous pilotez une partie de votre activité à l'aveugle.
1798
1799Pas parce que vous n'avez pas les données. Les données existent — dans les WMS, dans les ERP, dans les tableaux de bord. Mais les données n'ont pas d'odeur de carton froid. Elles ne montrent pas Karim qui lit son planning à 5h. Elles ne capturent pas les 8 unités manquantes en B-14-3 détectées avant que ça ne devienne un problème. Elles ne disent pas que le module de traçabilité du WMS a été désactivé "pour simplifier le démarrage" et n'a jamais été réactivé.
1800
1801Le terrain sait des choses que [les KPI ne montrent pas](/analyses-outils/10-kpi-logistiques-entrepot).
1802
1803Ce n'est pas une critique des KPI. C'est un rappel que les indicateurs sont des outils de pilotage — et que le terrain est la réalité qu'ils tentent de refléter.
1804
1805Pour aller plus loin sur l'optimisation terrain, lisez aussi [Comment optimiser un entrepôt logistique : la méthode complète](/analyses-outils/optimiser-entrepot-logistique-guide-complet).
1806
1807---
1808
1809La méthode F.L.U.X™ commence toujours par là : aller voir. Avant de lire les données. Avant de proposer des solutions. Avant de parler d'automatisation ou d'IA.
1810
1811**Fiabiliser**, c'est d'abord comprendre ce qui se passe réellement entre les rayonnages. **Lire** les données avec les yeux de quelqu'un qui a marché dans les allées. **Unifier** ce que le système croit et ce que le terrain sait. Et seulement alors — **eXécuter** les changements qui tiennent.
1812

1813Cette journée se passe en ce moment, dans des milliers d'entrepôts PME en France. Avec des Karim, des Sandra, des Isabelle, des Amina. Des gens compétents qui font tenir l'organisation à bout de bras, souvent sans que personne, au-dessus d'eux, ne comprenne vraiment ce que ça implique.
1814
1815**C'est pour eux que la logistique mérite d'être prise au sérieux.**
1816
1817[Vous voulez ce regard extérieur ? →](/services/diagnostic-audit)
1818
1819---
1820
1821*Sources : Hardis Group 2025 (KPI logistique entrepôt) · Mecalux 2025 (picking, préparation de commandes) · OPEX 2025 (précision stock, benchmarks entrepôt) · Observations terrain CHAL·CONSULTING IA (entrepôts PME/ETI France 2024–2025)*`,publishDate:"2026-02-24",publishTime:"06:00",readTime:18,category:["Immersion terrain","Entrepôt","Terrain"],tags:["Immersion terrain","Entrepôt PME","Opérations","Métier logistique"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"De 5h à 22h : une journée complète dans un entrepôt PME de 4 000 m². Réception, picking, expédition, incidents, décisions. Ce que le terrain ressemble vraiment — loin des organigrammes et des tableaux de bord."},{id:"logistique-pharmaceutique-tracabilite-vitale",slug:"logistique-pharmaceutique-tracabilite-vitale",title:"Logistique pharmaceutique : pourquoi la traçabilité est vitale",subtitle:"Dans un entrepôt standard, une erreur de picking coûte 17 à 30 €. Dans un entrepôt pharmaceutique, la même erreur peut coûter une vie. Ce que ça change — concrètement — sur l'organisation des flux.",chapo:"J'ai travaillé plusieurs années dans la logistique pharmaceutique — chez Bio-Rad et chez Cenexi. La traçabilité n'était pas une option, ni même une contrainte. C'était la colonne vertébrale de tout ce qu'on faisait.",coverImage:Zre,coverImageCaption:"Contrôle qualité et traçabilité en entrepôt pharmaceutique sous température dirigée",content:`J'ai travaillé plusieurs années dans la logistique pharmaceutique — chez Bio-Rad et chez Cenexi. Des contextes très différents, mais un dénominateur commun : la traçabilité n'était pas une option, ni même une contrainte. C'était la colonne vertébrale de tout ce qu'on faisait.
1822
1823Dans un entrepôt standard, une erreur de picking coûte de l'argent et de la relation client. Dans un entrepôt pharmaceutique, la même erreur peut mettre en danger un patient. Ce n'est pas une métaphore. C'est une réalité opérationnelle qui change tout — l'organisation des flux, les procédures de contrôle, le rôle du WMS, la façon de gérer les stocks.
1824
1825---
1826
1827## Ce que GMP et GDP imposent concrètement
1828
1829Deux référentiels gouvernent la logistique pharmaceutique : les GMP (Good Manufacturing Practices, Bonnes Pratiques de Fabrication) pour la production, et les GDP (Good Distribution Practices, Bonnes Pratiques de Distribution) pour le stockage et la distribution. En France, leur application est contrôlée par l'ANSM. Toute défaillance peut entraîner un blocage de marché, un retrait de produit, ou une mise en cause de la responsabilité pénale du pharmacien responsable — qui est obligatoirement présent dans tout établissement de distribution pharmaceutique.
1830
1831Ce que ça signifie opérationnellement : chaque mouvement de produit doit être documenté. Chaque lot doit être traçable unitairement, de la réception jusqu'à la livraison. Les zones de quarantaine ne sont pas optionnelles — aucun produit non contrôlé ne rejoint le stock actif. La gestion des dates suit la règle FEFO (First Expired, First Out) et non le FIFO classique. Et les températures de stockage sont monitorées en continu, avec des alertes automatiques et des procédures de dérogation documentées.
1832
1833>

1833 **Ce que FEFO change au picking** — Dans un entrepôt standard, on prend le produit le plus accessible. En pharmaceutique, on prend le produit dont la date de péremption est la plus proche — même s'il est moins accessible. Le WMS doit gérer cette logique automatiquement. Et l'opérateur doit vérifier. Les deux niveaux de contrôle coexistent toujours.
1834
1835---
1836
1837## La sérialisation : chaque boîte a une identité unique
1838
1839Depuis la directive européenne anti-contrefaçon (DAC), chaque emballage de médicament sur ordonnance doit porter un code unique — un Datamatrix contenant a minima le code produit, le numéro de lot, la date de péremption, et un numéro de série unique. Ce code est vérifié à chaque point de la chaîne de distribution via un répertoire européen centralisé (NMVS).
1840
1841Concrètement, à la réception, chaque boîte est scannée et vérifiée contre ce répertoire. À l'expédition, le décommissionnement du numéro de série est enregistré. Si un produit retourné doit réintégrer le stock, il passe une nouvelle vérification.
1842
1843Ce système a un coût opérationnel réel — en temps, en équipements de scan, en paramétrage WMS. Mais il a une contrepartie directe : en cas de rappel de lot, on peut localiser en quelques minutes chaque unité concernée dans la chaîne, identifier où elle a été livrée, et déclencher le retrait ciblé. Sans sérialisation, un rappel de lot mobilise des semaines d'investigation et touche un périmètre beaucoup plus large que nécessaire.
1844
1845---
1846
1847## La chaîne du froid — l'invisible qui tue si elle lâche
1848
1849Certains médicaments se conservent entre +2°C et +8°C. D'autres nécessitent -20°C ou -80°C. Un écart de température — même bref, même minime — peut dégrader irrémédiablement un produit sans que cela soit visible à l'œil nu. Un vaccin stocké trop chaud pendant 4 heures a l'air intact. Il ne l'est plus.
1850
1851Ce que ça impose en logistique : des sondes de température certifiées sur chaque zone de stockage, avec enregistrement continu et traçabilité des données. Des procédures de qualification du matériel de transport frigorifique. Des validations de dérogation documentées quand une alerte se déclenche. Et — ce qu'on oublie souvent — une procédure claire pour les ruptures de chaîne du froid lors de la réception : le produit va en quarantaine, le pharmacien décide, la décision est tracée.
1852
1853> **⚠ La rupture froide invisible** — Dans ma pratique terrain, la principale source de rupture de chaîne du froid n'était pas une panne de chambre froide. C'était le délai entre le déchargement du camion et la mise en zone froide — quelques minutes qui s'accumulent quand la réception est désorganisée ou sous-effectuée. La procédure protège. Son application, elle, dépend de l'organisation réelle.
1854
1855---
1856
1857## Ce que la logistique pharmaceutique apprend à tous les entrepôts
1858
1859Je ne travaille pas que dans le secteur pharmaceutique. Mais chaque fois que j'accompagne un entrepôt de distribution standard, j'applique le même principe : traiter chaque mouvement de stock comme s'il était auditable demain matin.
1860
1861Pas parce que les contraintes réglementaires sont les mêmes. Parce que la rigueur qu'elles imposent — aucun mouvement sans trace, aucune exception non documentée, aucun produit non contrôlé en stock actif — est exactement le niveau d'exigence qui produit une précision de stock supérieure à 99 %.
1862
1863Les entrepôts pharmaceutiques que j'ai vus fonctionner m'ont appris quelque chose de simple : la traçabilité n'est pas un coût. C'est la condition de la fiabilité. Et la fiabilité, c'est ce qui permet de tenir une promesse — au patient, au client, à l'organisation.
1864
1865→ *Lire aussi : [Comment optimiser un entrepôt logistique : la méthode complète](/analyses-outils/optimiser-entrepot-logistique-guide-complet)*
1866
1867> **La leçon que je retiens** — Dans un entrepôt pharmaceutique, on ne peut pas improviser. Chaque exception est documentée. Chaque écart est investigué. Chaque décision est tracée. Ce niveau de rigueur — appliqué à n'importe quel entrepôt — transforme la performance opérationnelle. Ce n'est pas de la sur-qualité. C'est simplement ce que "bien faire" signifie quand les conséquences sont réelles.
1868
1869---
1870

1871## Conclusion
1872
1873La logistique pharmaceutique est un cas extrême — les enjeux y sont littéralement vitaux. Mais elle illustre mieux que n'importe quel autre secteur ce que la traçabilité produit quand elle est prise au sérieux : une organisation où chaque acteur sait exactement ce qu'il a entre les mains, où ça vient, où ça va, et ce qui doit se passer si quelque chose ne va pas.
1874
1875C'est le modèle vers lequel tous les entrepôts devraient tendre. Pas parce que l'ANSM va débarquer. Parce que c'est comme ça qu'on construit une logistique qui tient dans le temps.
1876
1877→ *[Découvrir mon parcours — expérience Bio-Rad & Cenexi](/a-propos)*
1878
1879---
1880
1881*Sources : ANSM (Agence Nationale de Sécurité du Médicament) · Directive européenne anti-contrefaçon (DAC / FMD 2019) · GDP Bonnes Pratiques de Distribution (EMA Guidelines) · GMP / BPF (référentiel européen) · Mecalux 2025 (coût erreur picking pharmaceutique)*`,publishDate:"2026-02-17",publishTime:"08h30",readTime:5,category:["Terrain","Logistique","Secteur réglementé"],tags:["Logistique pharmaceutique","Traçabilité","GMP GDP","Sérialisation","Secteur réglementé"],linkedinUrl:"https://www.linkedin.com/in/chalmichelou/",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"GMP, GDP, sérialisation, FEFO, chaîne du froid : ce que ces contraintes réglementaires signifient concrètement pour l'organisation d'un entrepôt pharmaceutique — et pourquoi elles s'appliquent en fait à tout secteur sensible.",embedType:"markdown"},{id:"10-kpi-logistiques-entrepot",slug:"10-kpi-logistiques-entrepot",featured:!0,title:"10 KPI logistiques qui comptent vraiment pour piloter un entrepôt",subtitle:"Formules, cibles, seuils d'alerte et — surtout — ce que chaque indicateur révèle quand il décroche. Le référentiel terrain pour arrêter de mesurer et commencer à piloter.",chapo:"La plupart des entrepôts mesurent beaucoup — et pilotent peu. Le problème n'est pas le manque d'indicateurs. C'est la confusion entre mesurer et piloter. Voici les 10 KPI qui changent vraiment quelque chose quand on les suit correctement.",coverImage:tie,coverImageCaption:"Tableau de bord logistique en entrepôt — pilotage des KPI opérationnels en temps réel",content:`Dans 80 % des prises de contact avec des consultants logistiques, les entreprises placent les KPI et les tableaux de bord parmi leurs premières priorités. Résultat paradoxal : la plupart des entrepôts mesurent beaucoup — et pilotent peu.
1882
1883Le problème n'est pas le manque d'indicateurs. C'est la confusion entre mesurer et piloter. Un KPI qu'on regarde sans en tirer de décision dans les 72 heures n'est pas un outil de pilotage. C'est un écran de confort.
1884
1885Cet article donne les 10 indicateurs qui changent vraiment quelque chose quand on les suit correctement. Pour chacun : la formule exacte, la cible sectorielle 2025, le seuil d'alerte — et ce que la dérive révèle concrètement sur le terrain.
1886
1887Note : les KPI donnent des symptômes. Le terrain donne les causes. Si vous voulez comprendre pourquoi les indicateurs ne montrent jamais tout, lisez [ce que les KPI ne montrent jamais (et que le terrain sait)](/analyses-outils/kpi-ne-montrent-jamais-terrain-sait).
1888
1889> **La règle de pilotage** — 5 à 7 KPI maximum. Chacun doit être actionnable sous 72 heures si dérive constatée. Tout indicateur qu'on ne peut pas relier à une action concrète dans votre entrepôt ne mérite pas d'être dans votre tableau de bord.
1890
1891---
1892
1893## KPI #01 — OTIF (On Time In Full)
1894
1895**Ce que ça mesure** : le pourcentage de commandes livrées à la fois dans les délais convenus ET complètes (quantité et référence conformes).
1896
1897**Formule :**
1898
1899\`OTIF = (Commandes livrées à temps ET complètes ÷ Total commandes) × 100\`
1900
1901**Cibles sectorielles 2025 :**
1902- Entrepôt moyen France : 88–92 %
1903- Objectif opérationnel : ≥ 95 %
1904- Classe mondiale : ≥ 98 %
1905
1906**Seuil d'alerte : < 90 %**
1907
1908### Ce que la dérive révèle sur le terrain
1909
1910L'OTIF est le KPI synthétique par excellence — il agrège tout ce qui peut mal se passer. Quand il décroche, les causes sont à chercher dans trois directions : (1) le **picking** : erreurs de référence ou de quantité qui rendent la commande non-complète ;

1910 (2) la **planification** : cut-offs transporteurs mal intégrés dans l'organisation journalière ; (3) le **stock** : précision insuffisante qui crée des ruptures silencieuses détectées seulement à la préparation.
1911
1912Ce qu'on voit souvent : un OTIF à 87 % présenté en réunion comme "dans la norme". Ce que ça représente : **1 commande sur 8 qui n'arrive pas comme prévu**. Pour un client B2B qui a planifié sa production ou son réassort sur cette livraison, c'est un problème — pas une norme acceptable.
1913
1914*Nota terrain : l'OTIF ne dit pas où le problème se produit. Il dit que quelque chose s'est produit. Les 5 pourquoi commencent ici.*
1915
1916---
1917
1918## KPI #02 — Précision de stock (Inventory Accuracy)
1919
1920**Ce que ça mesure** : l'écart entre le stock théorique enregistré dans le WMS et le stock physiquement présent dans l'entrepôt.
1921
1922**Formule :**
1923
1924\`Précision = (Stock réel conforme au WMS ÷ Stock total WMS) × 100\`
1925
1926**Cibles sectorielles 2025 :**
1927- Entrepôt traditionnel : 96–98 %
1928- Objectif opérationnel : ≥ 99 %
1929- Classe mondiale (avec automatisation) : ≥ 99,8 % (OPEX, 2025)
1930
1931**Seuil d'alerte : < 97 %**
1932
1933### Ce que la dérive révèle sur le terrain
1934
1935C'est le **KPI fondation**. En dessous de 98 %, tous les autres indicateurs sont construits sur des données incertaines : les prévisions SC planifient sur un stock qui n'existe pas, le picking envoie des préparateurs sur des emplacements vides, les promesses de livraison client ne peuvent pas être tenues.
1936
1937Trois causes récurrentes sur le terrain :
1938- **Les réceptions non contrôlées** : marchandises enregistrées sans comptage physique réel, écarts fournisseurs non détectés.
1939- **Les mouvements non tracés** : prélèvements internes, retours, transferts d'emplacement effectués sans mise à jour WMS.
1940- **L'inventaire tournant inexistant ou non actionné** : la précision se dégrade en continu sans comptage régulier pour la corriger.
1941
1942La correction n'est pas technique. Elle est disciplinaire : **aucun mouvement physique sans enregistrement WMS. Aucune exception.** Pour aller plus loin sur l'optimisation de la précision stock, voir notre [méthode complète d'optimisation entrepôt](/analyses-outils/optimiser-entrepot-logistique).
1943
1944---
1945
1946## KPI #03 — Taux de précision picking (Order Picking Accuracy)
1947
1948**Ce que ça mesure** : le pourcentage de lignes de commande préparées sans erreur (bonne référence, bonne quantité, bon emplacement de destination).
1949
1950**Formule :**
1951
1952\`Précision picking = (Lignes sans erreur ÷ Total lignes préparées) × 100\`
1953
1954**Cibles sectorielles 2025 :**
1955- Entrepôt traditionnel (manuel, sans guidage) : 96–98 %
1956- Avec voice picking ou pick-to-light : ≥ 99,5 %
1957- Classe mondiale (automatisé) : ≥ 99,9 % (OPEX, 2025)
1958
1959**Seuil d'alerte : < 98,5 %**
1960
1961### Ce que la dérive révèle sur le terrain
1962
1963Le taux d'erreur picking a un coût direct et mesurable. Chaque erreur génère un retour transporteur, un retraitement, une interaction service client. Estimation sectorielle : **17 à 30 € par erreur** selon le secteur (Mecalux, 2025). Sur un entrepôt préparant 500 commandes/jour à 1 % d'erreurs : 1 500 erreurs/an, soit entre 25 000 € et 45 000 € de coûts de non-qualité annuels — pour 1 %.
1964
1965Causes à investiguer quand l'indicateur décroche :
1966- **Slotting incohérent** : deux références similaires en emplacement adjacent, confusion visuelle systématique.
1967- **Absence d'itinéraire optimisé** : préparateur qui dévie de son parcours et prélève dans un emplacement voisin.
1968- **Pression sur la cadence** : objectifs de lignes/heure qui poussent à réduire les vérifications.
1969- **Adressage terrain/WMS incohérent** : le WMS indique l'emplacement A, le produit est physiquement en B depuis un réaménagement non répercuté.
1970
1971Pour une vue complète des leviers de productivité picking, voir notre [guide d'optimisation entrepôt](/analyses-outils/optimiser-entrepot-logistique).
1972
1973---
1974
1975## KPI #04 — On-Time Delivery (OTD)
1976
1977**Ce que ça mesure** : le pourcentage de commandes livrées dans le délai promis au client — indépendamment de si la commande est complète ou non.
1978
1979**Formule :**
1980
1981\`OTD = (Commandes livrées à la date promise ÷ Total commandes expédiées) × 100\`
1982
1983**Cibles sectorielles 2025 :**
1984- Distribution B2B : ≥ 95 %
1985- E-commerce B2C : ≥ 97 %
1986- Pharma / industrie réglementée : ≥ 98 %
1987
1988**Seuil d'alerte : < 92 %**
1989
1990### Différence avec l'OTIF
1991
1992L'OTD mesure le délai uniquement. L'OTIF mesure délai + complétude. Une commande livrée à temps mais avec une référence manquante est bonne pour l'OTD et mauvaise pour l'OTIF. Suivre les deux permet de diagnostiquer : si l'OTIF décroche mais pas l'OTD, le problème est dans le picking (complétude). Si les deux décrochent, le problème est dans la planification ou le transport.
1993
1994### Ce que la dérive révèle
1995
1996Un OTD qui se dégrade progressivement indique presque toujours l'une des causes suivantes : les cut-offs transporteurs ne sont pas intégrés dans la planification journalière du picking ; des pics d'activité non anticipés saturent le picking sans renfort planifié ; ou des problèmes de précision de stock créent des blocages en dernière minute.
1997
1998---
1999
2000## KPI #05 — Taux de rotation des stocks (Inventory Turnover)
2001
2002**Ce que ça mesure** : le nombre de fois que le stock est renouvelé sur une période donnée. Indique l'efficacité de la conversion des stocks en ventes et le niveau d'immobilisation du capital.
2003
2004**Formule :**
2005
2006\`Rotation = Valeur des marchandises expédiées ÷ Valeur moyenne du stock\`
2007
2008**Cibles sectorielles 2025 :**
2009- Distribution générale : 6–12 rotations/an
2010- E-commerce high-rotation : 12–24 rotations/an (OPEX, 2025)
2011- Pharma / produits à DLC : dépend de la durée de vie produit
2012- Industrie / B2B long cycle : 2–6 rotations/an selon secteur
2013
2014**Seuil d'alerte : tendance baissière sur 3 mois consécutifs**
2015
2016### Ce que la dérive révèle
2017
2018Une rotation qui baisse peut signifier trois choses très différentes : (1) **Ralentissement des ventes** — problème commercial, pas logistique. (2) **Surstock sur certaines références** — souvent corrélé à de mauvaises prévisions ou à une politique de réapprov

2018isionnement trop conservative. (3) **Stock mort ou obsolète** qui gonfle le dénominateur sans sortir — à identifier et traiter séparément.
2019
2020Ce KPI doit toujours être analysé par **catégorie ABC**, pas en global. Un taux de rotation agrégé peut masquer un excellent turn sur les classes A et un stock mort massif sur les classes C.
2021
2022---
2023
2024## KPI #06 — Délai de traitement de commande (Order Fulfillment Cycle Time)
2025
2026**Ce que ça mesure** : le temps écoulé entre la réception de la commande dans le système et son départ physique du quai d'expédition.
2027
2028**Formule :**
2029
2030\`Cycle Time = Date/heure d'expédition − Date/heure de réception de la commande\`
2031
2032**Cibles sectorielles 2025 :**
2033- E-commerce : < 4 heures pour les commandes J
2034- Distribution B2B standard : < 24 heures
2035- Commandes urgentes / pharmaceutique : < 2 heures
2036
2037**Seuil d'alerte : dérive progressive (mesurer semaine par semaine)**
2038
2039### Ce que la dérive révèle
2040
2041C'est le KPI goulot d'étranglement par excellence. Quand le cycle time augmente, il faut identifier à quelle étape le temps est perdu. Trois zones à auditer :
2042- **La réception** : si le délai de mise en disponibilité (stock WMS) est long, les commandes attendant ces articles sont bloquées.
2043- **Le picking** : si la productivité picking chute (slotting dégradé, ressources insuffisantes), les commandes s'accumulent en attente.
2044- **L'expédition** : si la zone d'attente expédition est désorganisée et que le contrôle de sortie prend trop de temps.
2045
2046La dérive du cycle time est souvent le premier signal visible d'un problème organisationnel avant qu'il n'atteigne le client.
2047
2048---
2049
2050## KPI #07 — Coût logistique par commande (Logistics Cost per Order)
2051
2052**Ce que ça mesure** : le coût total logistique rapporté à chaque commande expédiée. Indicateur de rentabilité opérationnelle.
2053
2054**Formule :**
2055
2056\`Coût/commande = Coûts logistiques totaux ÷ Nombre de commandes expédiées\`
2057
2058*(Coûts à inclure : masse salariale opérationnelle, frais de transport, fournitures emballage, loyer et charges entrepôt, maintenance équipements, coûts WMS/systèmes)*
2059
2060**Cibles 2025 :** Variable selon secteur. L'objectif est la tendance : ce KPI doit être stable ou décroissant quand les volumes augmentent (économies d'échelle). Une hausse du coût/commande avec une hausse des volumes est un signal d'alarme organisationnel.
2061
2062**Seuil d'alerte : hausse de plus de 8 % sur un trimestre sans explication identifiée**
2063
2064### Ce que la dérive révèle
2065
2066C'est le KPI qui rend visible ce qui coûte sans se voir. Un entrepôt qui absorbe des erreurs de picking par des retraitements, qui fait des heures supplémentaires en période de pic faute de planification, qui gère des retours clients sans processus dédié — tout cela se retrouve dans ce chiffre. Quand il monte, on cherche souvent la cause du côté des tarifs transporteurs. Elle est plus souvent dans l'organisation interne.
2067
2068---
2069
2070## KPI #08 — Délai de mise en disponibilité réception (Dock-to-Stock Time)
2071
2072**Ce que ça mesure** : le temps écoulé entre le déchargement physique d'une marchandise et sa disponibilité effective dans le WMS pour le picking.
2073
2074**Formule :**
2075
2076\`Dock-to-Stock = Heure de disponibilité WMS − Heure de déchargement\`
2077
2078**Cibles 2025 :**
2079- Références classe A (forte rotation) : < 2 heures
2080- Références standard : < 4 heures
2081- Produits nécessitant contrôle qualité / quarantaine : selon procédure
2082
2083**Seuil d'alerte : > 4 heures en régime normal pour les classes A**
2084
2085### Ce que la dérive révèle
2086
2087C'est le KPI réception **invisible dans la plupart des entrepôts** — parce qu'il n'est tout simplement pas mesuré. Or un délai long ici crée une cascade : des articles disponibles physiquement mais bloqués dans le WMS, des commandes qui ne peuvent pas être préparées, des préparateurs qui cherchent des marchandises arrivées le matin mais pas encore enregistrées.
2088
2089Les causes les plus fréquentes : réception enregistrée en fin de journée (pratique courante, désastreuse pour les classes A) ; zone de réception sans adressage qui ralentit la mise en stock ; ou simplement absence de priorité donnée à la mise en disponibilité des références à forte rotation.
2090
2091---
2092
2093## KPI #09 — Taux d'utilisation de l'espace (Space Utilization Rate)
2094
2095**Ce que ça mesure** : la proportion de la capacité de stockage théorique effectivement utilisée.
2096
2097**Formule :**
2098
2099\`Taux d'utilisation = Volume moyen stocké ÷ Capacité totale de stockage × 100\`
2100
2101**Cibles 2025 :**
2102- Régime normal : maintenir entre 70 et 80 %

2103- Pic saisonnier : accepter temporairement jusqu'à 85–88 %
2104- Seuil critique : > 90 % en régime normal
2105
2106**Seuil d'alerte : > 85 % pendant plus de 3 semaines consécutives hors pic**
2107
2108### Ce que la dérive révèle
2109
2110Un entrepôt qui dépasse 85–90 % de son taux d'occupation commence à dysfonctionner physiquement avant même d'atteindre sa capacité théorique : les allées se rétrécissent, les zones picking se mélangent aux zones de stockage, les flux se croisent. La productivité picking chute. Les erreurs augmentent.
2111
2112Ce KPI est souvent utilisé dans un seul sens : "nous avons encore de la place". Il devrait aussi déclencher des alertes à la baisse : un taux d'utilisation qui chute indique un stock mort qui s'accumule, ou une activité en baisse non encore perçue par les équipes opérationnelles.
2113
2114---
2115
2116## KPI #10 — Productivité picking (Lignes préparées par heure)
2117
2118**Ce que ça mesure** : le nombre de lignes de commande préparées par opérateur par heure. Indicateur de performance opérationnelle du picking.
2119
2120**Formule :**
2121
2122\`Productivité = Nombre de lignes préparées ÷ Heures de travail picking\`
2123
2124**Cibles 2025 :**
2125- Picking manuel sans guidage : 60–120 lignes/heure selon complexité produit
2126- Avec voice picking ou pick-to-light : +20 à +50 % vs baseline manuel
2127- Avec automatisation Goods-to-Man : 300–600 lignes/heure
2128
2129→ La cible est d'abord interne : établir une baseline sur 3 mois, puis suivre les dérives.
2130
2131**Seuil d'alerte : dérive > 10 % vs baseline sur 2 semaines consécutives**
2132
2133### Ce que la dérive révèle
2134
2135C'est le KPI baromètre du slotting. Une productivité qui baisse sans cause RH évidente (absentéisme, nouveaux opérateurs) indique presque toujours une dégradation du slotting : des produits qui ont changé de rotation sans que leur emplacement suive, des zones de congestion qui s'installent, un itinéraire de picking qui n'est plus optimal.
2136
2137À suivre différemment selon les moments : la productivité lors des pics saisonniers ne se compare pas à la productivité en période creuse. La variation intra-période est plus informative que le chiffre absolu.
2138
2139---
2140
2141## Les 10 KPI d'un coup d'œil
2142
2143| # | KPI | Cible | Alerte si | Fréquence |
2144|---|-----|-------|-----------|-----------|
2145| 1 | OTIF | ≥ 95 % | < 90 % | Hebdomadaire |
2146| 2 | Précision de stock | ≥ 99 % | < 97 % | Mensuel + tournant |
2147| 3 | Précision picking | ≥ 99,5 % | < 98,5 % | Hebdomadaire |
2148| 4 | On-Time Delivery | ≥ 95 % | < 92 % | Hebdomadaire |
2149| 5 | Rotation des stocks | Baseline interne | Tendance baissière | Mensuel |
2150| 6 | Cycle Time commande | < 24h (B2B std) | Dérive > 10 % | Quotidien |
2151| 7 | Coût logistique / commande | Stable ou baisse | Hausse > 8 %/T | Mensuel |
2152| 8 | Dock-to-Stock | < 2h (classe A) | > 4h | Quotidien |
2153| 9 | Utilisation espace | 70–80 % | > 85 % prolongé | Hebdomadaire |
2154| 10 | Productivité picking | Baseline interne | Dérive > 10 % | Hebdomadaire |
2155
2156---
2157
2158## Ce que les KPI ne voient pas
2159
2160Ces 10 indicateurs donnent une image précise de ce qui se passe dans un entrepôt. Ils ne donnent pas une image complète.
2161
2162Un taux de service à 97 % ne dit pas que les 3 % restants concernent votre client le plus stratégique. Une productivité picking stable ne dit pas que les opérateurs compensent depuis 3 semaines un problème de slotting que personne n'a voulu remonter. Un coût logistique/commande sous contrôle ne dit pas que les coûts cachés — litiges transporteurs non comptabilisés, retours clients traités en dehors du processus formel — sont absorbés ailleurs dans les comptes.
2163
2164C'est pour ça que les KPI sont des **outils de pilotage** — pas des outils de diagnostic. Ils montrent où regarder. Le terrain montre ce qui s'y passe.
2165
2166> **Pour aller plus loin** — Ce que les tableaux de bord ne capturent pas — et que le terrain sait depuis longtemps — est développé dans cet article : [Ce que les KPI ne montrent jamais (et que le terrain sait)](/analyses-outils/kpi-ne-montrent-jamais-terrain-sait)
2167
2168---
2169
2170## Conclusion
2171
2172Un bon tableau de bord logistique n'est pas celui qui contient le plus d'indicateurs. C'est celui qui déclenche des décisions.
2173
2174Si vous regardez ces 10 KPI chaque semaine et que vos réunions de pilotage durent plus de 30 minutes sans produire un plan d'action, c'est que vous mesurez — vous ne pilotez pas encore.
2175
2176La différence entre les deux, c'est souvent moins une question d'outils qu'une question de méthode : savoir relier un chiffre à une cause, une cause à une action, une action à un résultat. C'est le travail du pilotage opérationnel.
2177
2178Et c'est ce que la **méthode F.L.U.X™** structure : **F**iabiliser les données (précision stock, adressage), **L**ire les indicateurs correctement (les 5 pourquoi), **U**nifier les flux entre fonctions (réception, picking, expédition coordonnés), et seulement alors e**X**écuter les projets de transformation à grande échelle.
2179
2180*Sources : OPEX (juin 2025) — Hardis Group (nov. 2025) — Mecalux (2025) — Exotec (2025) — Shiptify (janv. 2026)*`,publishDate:"2026-03-05",publishTime:"09:00",readTime:12,category:["KPI logistique","Performance entrepôt","Outils"],tags:["KPI logistique","Pilotage entrepôt","Performance","Outils"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Les 10 KPI logistiques à suivre pour piloter un entrepôt : formules exactes, cibles sectorielles 2025, seuils d'alerte et lecture terrain.",embedType:"markdown"},{id:"amazon-logistique-pme-regles-du-jeu",slug:"amazon-logistique-pme-regles-du-jeu",title:"Amazon a changé les règles du jeu — et personne n'a prévenu les PME",subtitle:"Livraison en deux jours, traçabilité en temps réel, fiabilité sans défaut : les clients n'attendent plus. Ils exigent. Ce que ça change — concrètement — pour les entreprises qui n'ont pas été conçues pour ce monde.",chapo:"Combien d'entre nous ont commandé sur Amazon simplement parce que la livraison était en deux jours ? Ce geste banal a reconfiguré ce que les clients — tous les clients, B2C comme B2B — considèrent comme normal. Ce n'est plus un avantage. C'est le minimum.",coverImage:nie,coverImageCaption:"Les nouvelles règles de la logistique — l'effet Amazon sur les PME",content:`Combien d'entre nous ont commandé sur Amazon simplement parce que la livraison était en deux jours ?
2181
2182Ce geste banal — répété des milliards de fois depuis 2005 — a fait quelque chose d'inattendu. Il n'a pas seulement transformé l'e-commerce. Il a reconfiguré ce que les clients — tous les clients, B2C comme B2B — considèrent comme normal.
2183
2184Livraison rapide. Traçabilité en temps réel. Fiabilité sans défaut.
2185
2186Ce n'est plus un avantage. C'est le minimum.
2187
2188Et le problème, pour beaucoup d'entreprises françaises, c'est qu'elles ont gardé des organisations logistiques conçues pour le monde d'avant. Celui où le client attendait. Celui où "sous 5 jours ouvrés" était une réponse acceptable. Celui où la logistique était une fonction support, quelque part entre les fournitures de bureau et le service comptable.
2189
2190Ce monde n'existe plus.
2191
2192---
2193
2194## Ce qu'Amazon a réellement changé
2195
2196En 2025, Amazon a livré plus de 170 millions d'articles en France en J ou J+1 pour ses abonnés Prime. 170 millions. Sur un marché de 67 millions d'habitants.
2197
2198Ce chiffre ne dit pas seulement qu'Amazon est efficace. Il dit que des dizaines de millions de personnes ont intégré la livraison ultra-rapide comme une norme — pas comme une exception. Et que cette norme, elles l'ont exportée partout : dans leurs achats professionnels, dans leurs relations avec leurs fournisseurs, dans leur patience (ou plutôt leur absence de patience) face à un délai non respecté.
2199
2200> 61 % des consommateurs abandonnent leur panier si les délais de livraison leur semblent trop longs. Ce réflexe, forgé dans l'expérience B2C, se transfère progressivement aux achats professionnels. *(MetaPack)*
2201
2202L'effet Amazon n'est pas un phénomène e-commerce. C'est un phénomène d'attentes. Et les attentes ne restent pas dans un seul secteur.
2203
2204Un acheteur professionnel qui commande des consommables pour son entreprise s'attend désormais à une confirmation immédiate, un suivi en temps réel, et une livraison fiable. Selon McKinsey, 77 % des entreprises considèrent la fiabilité des délais comme plus importante que la rapidité — mais la fiabilité elle-même a été tirée vers le haut par Amazon. Ce qui était "fiable" il y a dix ans ne l'est plus aujourd'hui.
2205
2206---
2207
2208## La PME prise en étau
2209
2210Le problème, c'est l'asymétrie.
2211
2212Amazon a investi plus d'1,2 milliard d'euros en France en 2025 dans ses infrastru

2212ctures logistiques. Des entrepôts régionaux, des algorithmes de prévision de demande, plus d'un million de robots dans ses centres de distribution mondiaux, de l'intelligence artificielle pour optimiser chaque centimètre de chaque colis.
2213
2214Une PME de 40 salariés, elle, a un entrepôt de 1 500 m². Une équipe de 6 préparateurs. Un WMS acheté il y a 8 ans. Et des clients qui attendent les mêmes délais qu'Amazon.
2215
2216> **L'équation impossible ?** Non. Personne ne demande à une PME de reproduire l'infrastructure Amazon. Ce qu'on lui demande — et ce que ses clients exigent — c'est une logistique fiable, prévisible, et traçable. Ces trois choses ne nécessitent pas un milliard d'euros. Elles nécessitent une organisation bien conçue.
2217
2218Ce qui se passe dans les entreprises qui n'ont pas fait cette bascule, on le voit systématiquement sur le terrain :
2219
2220- Des équipes qui courent après les commandes urgentes en permanence.
2221- Des erreurs de picking qui remontent au service client comme des problèmes relationnels, alors que c'est un problème de processus.
2222- Des stocks qui ne correspondent pas à la réalité du WMS — et des ruptures qui surprennent tout le monde.
2223- Des délais qui se dégradent en période de pic, précisément quand le client en a le plus besoin.
2224- Des coûts de logistique inverse (retours, erreurs, litiges) qui mangent silencieusement les marges.
2225
2226Ce n'est pas une question de taille. C'est une question d'organisation.
2227
2228---
2229
2230## La logistique n'est plus une fonction support
2231
2232Pendant longtemps, la logistique a été perçue comme une nécessité opérationnelle — un coût à minimiser, une fonction à optimiser à la marge, un département qu'on ne remarquait que quand quelque chose se passait mal.
2233
2234Ce paradigme est mort.
2235
2236**Chiffres clés :**
2237- **95 Md€** : chiffre d'affaires du e-commerce français attendu en 2026 — +7 % vs 2025 (estimations marché 2026)
2238- **77 %** des entreprises B2B placent la fiabilité des délais au-dessus de la rapidité — mais les deux standards ont été tirés vers le haut (McKinsey)
2239- **61 %** des consommateurs abandonnent leur panier face à des délais trop longs (MetaPack) — ce réflexe se transfère au B2B
2240- **67 %** des marques privilégient les options de livraison express en 2025, contre 64 % en 2024 — la pression sur les délais s'accélère (Ecommerce Magazine)
2241
2242Aujourd'hui, la logistique est l'une des rares fonctions d'une entreprise qui touche directement à trois leviers de compétitivité simultanément :
2243
2244**La satisfaction client** — un colis en retard, une commande incomplète, une erreur de produit. C'est le client qui le vit. Et c'est souvent lui qui ne revient pas.
2245
2246**Les coûts opérationnels** — une logistique désorganisée génère des coûts cachés que personne ne comptabilise vraiment : heures passées à chercher des produits, litiges transporteurs, retraitements d'erreurs, stocks dormants qui immobilisent du capital.
2247
2248**La capacité de croissance** — une entreprise dont la logistique ne tient pas sous pression ne peut pas se développer. Elle peut vendre plus, mais elle ne peut pas livrer plus. Et ce plafond-là, il arrive toujours au mauvais moment.
2249
2250> "Une logistique bien organisée ne se voit pas. Une logistique désorganisée, elle, se voit partout — dans les marges, dans le service client, dans la difficulté à gérer les pics."
2251
2252---
2253
2254## Deux entreprises, même secteur, résultats opposés
2255
2256Ce n'est pas théorique. Voici ce qu'on observe sur le terrain.
2257
2258**Entreprise A — Logistique subie :**
2259- Réception non contrôlée → stocks WMS qui ne correspondent pas à la réalité
2260- Slotting figé depuis l'ouverture → préparateurs qui parcourent 3x plus de distance
2261- Pas de KPI picking → les erreurs ne remontent que quand le client se plaint
2262- Cut-offs transporteurs subis → commandes urgentes traitées en heures supplémentaires
2263- Direction qui perçoit la logistique comme "un problème de RH"
2264
2265*Résultat : taux de service à 88 %, 3 % d'erreurs picking, coûts logistiques qui progressent plus vite que le chiffre d'affaires.*
2266
2267**Entreprise B — Logistique pilotée :**
2268- Précision de stock > 99 % → aucune commande bloquée sur un stock fantôme
2269- Slotting révisé bi-annuellement → distances de picking réduites de 18 %
2270- 5 KPI suivis chaque semaine → les dérives détectées en 72h

2271- Cut-offs intégrés dans la planification picking → zéro heure sup logistique
2272- Direction qui traite la logistique comme un avantage concurrentiel
2273
2274*Résultat : taux de service à 97 %, 0,3 % d'erreurs, coûts logistiques stables malgré une croissance de 22 % du volume.*
2275
2276Ces deux entreprises ont des entrepôts de taille comparable. Des équipes comparables. Des produits comparables. Ce qui diffère : l'organisation et le niveau de pilotage.
2277
2278---
2279
2280## Ce que ça coûte de ne pas voir le problème
2281
2282Les coûts d'une logistique désorganisée sont rarement visibles dans une ligne de compte de résultat. Ils s'appellent autrement.
2283
2284Ils s'appellent "avoir commercial" quand c'est une erreur de commande qu'on ne facture pas pour ne pas perdre le client.
2285
2286Ils s'appellent "heures supplémentaires" quand la planification logistique ne permet pas de tenir les délais en période normale.
2287
2288Ils s'appellent "perte de marché" quand un concurrent — souvent une PME mieux organisée, pas nécessairement plus grande — commence à prendre les clients qui n'en peuvent plus d'attendre.
2289
2290> **Ce que 15 ans de terrain ont appris :** Les entreprises qui perdent des parts de marché sur la logistique ne le voient pas toujours venir. Elles voient un client mécontent, puis deux, puis un appel d'offres perdu. Elles cherchent la cause du côté commercial. Rarement du côté de l'entrepôt. Pourtant, c'est là que tout s'est joué.
2291
2292Les entreprises qui ont traité la logistique comme un centre de coût à minimiser se retrouvent aujourd'hui dans une position inconfortable : leurs concurrents qui ont investi dans leur organisation logistique — pas en technologie, en organisation — livrent mieux, plus vite, moins cher à l'erreur. Et leurs clients le savent.
2293
2294---
2295
2296## La bonne nouvelle : le retard se rattrape
2297
2298L'avantage qu'a pris Amazon ne se rattrape pas. Une PME de 40 salariés ne déploiera jamais un réseau de distribution de la taille d'Amazon.
2299
2300Mais ce n'est pas le sujet.
2301
2302Le sujet, c'est de livrer ses propres clients — les siens, dans son marché, avec ses produits — de façon fiable, précise et prévisible. Et ça, une PME peut le faire. Souvent sans investissement majeur. Parfois en quelques semaines.
2303
2304Les chantiers qui changent le plus la donne sont presque toujours les mêmes :
2305
2306- **Fiabiliser la précision de stock** — souvent à coût nul, par discipline opérationnelle
2307- **Revoir le slotting** — un gain de 15 à 20 % sur les distances de picking, sans investissement
2308- **Mettre en place 5 KPI et les suivre vraiment** — pas les produire, les utiliser
2309- **Séquencer les flux réception/picking/expédition** — réduire les erreurs par confusion
2310
2311Aucun de ces chantiers ne nécessite un nouveau WMS. Aucun ne nécessite des robots. Ils nécessitent une méthode, de la discipline, et un regard extérieur quand l'équipe est trop dans le flux pour voir ce qui dysfonctionne.
2312
2313> **Principe F.L.U.X™ :** Fiabiliser d'abord. Lire les données ensuite. Unifier les flux entre fonctions. Seulement alors envisager l'automatisation. Dans cet ordre — pas dans l'autre. La technologie amplifie ce qui existe. Si les processus sont instables, elle amplifie l'instabilité.
2314
2315---
2316
2317## Conclusion
2318
2319La logistique n'est plus une fonction support.
2320
2321Amazon ne l'a pas décidé. Les clients l'ont décidé — progressivement, commande après commande, en s'habituant à mieux. Et maintenant, ils ne reviennent plus en arrière.
2322
2323Les entreprises qui ont compris ça prennent une avance réelle — pas parce qu'elles ont dépensé plus, mais parce qu'elles ont organisé différemment.
2324
2325Les autres courent encore après les colis.
2326
2327**La question n'est pas de savoir si votre logistique peut s'améliorer.** Elle peut — presque toujours, et souvent bien plus vite qu'on ne le croit.
2328
2329**La question est de savoir si vous avez le regard extérieur pour voir ce que votre équipe ne voit plus.**
2330
2331---
2332
2333*Sources : Amazon / Ecommerce Magazine (fév. 2026) · MetaPack · McKinsey · Ecommerce Magazine (nov. 2025) · Estimations marché e-commerce France 2026*`,publishDate:"2026-02-20",publishTime:"08:00",readTime:8,category:["Logistique PME","Analyse"],tags:["Logistique PME","Effet Amazon","Avantage concurrentiel","Analyse"],linkedinUrl:"",authorId:"chal-michel-ou",author:"Chal-Michel OU",excerpt:"Amazon a redéfini les attentes de livraison pour tous — y compris les PME qui n'ont rien à voir avec l'e-commerce. Pourquoi la logistique est devenue un avantage concurrentiel.",embedType:"markdown"},{id:"consultant-logistique-metier",slug:"consultant-logistique-metier",title:"Consultant logistique : que fait vraiment ce métier ?",subt

2333itle:"Au-delà des fiches métier académiques : ce que fait concrètement un consultant logistique terrain, dans quel contexte il intervient, et pourquoi la différence entre conseil et résultats opérationnels n'est pas anodine.",chapo:"Les fiches métier décrivent toutes la même chose : diagnostics, préconisations, optimisation des flux. C'est exact. Et c'est incomplet. Voici ce que fait vraiment un consultant logistique terrain — vu de l'intérieur, après 15 ans d'opérations.",coverImage:rie,coverImageCaption:"Consultant logistique en immersion terrain — au-delà des fiches métier",content:`## Ce que dit la définition officielle — et ce qu'elle oublie
2334
2335Les fiches métier décrivent toutes la même chose : diagnostics, préconisations, optimisation des flux, réduction des coûts, WMS, ERP. C'est exact. Et c'est incomplet. Ce qu'elles ne disent pas, c'est la différence entre un consultant qui livre des slides et un consultant qui descend dans l'entrepôt à 6h du matin pour comprendre ce qui se passe vraiment.
2336
2337**Chiffres clés du marché 2025-2026 :**
2338- 45 000 € : salaire médian d'un consultant logistique salarié en France (Talent.com, 2025)
2339- 600 à 1 500 €/jour : TJM d'un consultant logistique indépendant senior (AMALO, 2025)
2340- 55 % des entreprises logistiques font appel à des freelances pour optimiser leurs flux (Capgemini, 2025)
2341- 6 jours : délai moyen pour mobiliser un consultant freelance vs 6 à 9 mois pour un recrutement (Gartner)
2342
2343---
2344
2345## Le consultant terrain vs le consultant PowerPoint
2346
2347Distinction réelle, pas posture marketing. Deux réalités professionnelles sous la même étiquette.
2348
2349**Consultant PowerPoint :** travail analytique à distance, benchmarks sectoriels, rapport de recommandations, mesure en livrables, interlocuteur principal = direction.
2350
2351**Consultant terrain :** observation d'abord, parle aux opérateurs, mesure en résultats (précision stock, distances picking, taux de service), accompagne la mise en œuvre, sait dire "ça ne marchera pas ici".
2352
2353> "Après 15 ans en opérations logistiques, j'ai vécu les deux côtés. Les recommandations qui ne tiennent pas compte de la réalité du terrain ne sont pas de mauvaises recommandations. Ce sont des hypothèses non testées."
2354
2355---
2356
2357## Ce qu'un consultant logistique fait vraiment au quotidien
2358
23598 missions concrètes que l'on retrouve dans la quasi-totalité des interventions :
2360
2361- **Diagnostic terrain** — immersion en entrepôt, observation des flux réels, chronoanalyse
2362- **Analyse des données** — extraction WMS/ERP, croisement avec la réalité physique
2363- **Cartographie des flux** — spaghetti chart, VSM, identification des goulots
2364- **Restructuration opérationnelle** — slotting, zonage, séquençage des opérations
2365- **Accompagnement WMS/SI** — paramétrage, activation des modules sous-utilisés
2366- **Mise en place KPI** — indicateurs actionnables, tableaux de bord terrain
2367- **Conduite du changement** — formation des équipes, accompagnement managérial
2368- **Préparation à l'IA** — évaluation de maturité, cadrage des cas d'usage pertinents
2369
2370Ce qu'on ne voit pas dans la liste : les conversations informelles avec le chef d'équipe qui dit "on fait comme ça parce que le système plante". Un consultant terrain écoute autant qu'il analyse.
2371
2372---
2373
2374## Comment se déroule concrètement une mission
2375
23765 phases séquencées :
2377
23781. **Cadrage (1-2 jours)** — périmètre, enjeux, résultats attendus, interlocuteurs clés
23792. **Immersion terrain (2-5 jours)** — observation en entrepôt, entretiens opérateurs, chronoanalyse
23803. **Diagnostic (3-5 jours)** — synthèse données + terrain, premiers constats structurés
23814. **Plan d'action (2-3 jours)** — séquencé, chiffré, distinguant actions à coût nul et investissements
23825. **Accompagnement mise en œuvre (variable)** — là où la différence terrain/PowerPoint est la plus visible
2383
2384La phase 5 est celle qui sépare le conseil de l'impact. Un rapport sans accompagnement produit rarement des résultats durables.
2385
2386---
2387
2388## Pour quels secteurs et quelles entreprises ?
2389
2390Les secteurs les plus demandeurs de conseil logistique :
2391
2392- **Distribution / retail** — flux multi-références, saisonnalité, pression sur les délais
2393- **E-commerce** — volumes croissants, exigence J+1, taux de retour élevé
2394- **Pharmaceutique / santé** — contraintes réglementaires, traçabilité, conditions de stockage
2395- **Industrie / manufacturing** — flux de production, approvisionnement, en-cours
2396- **Agroalimentaire** — DLC, chaîne du froid, traçabilité
2397- **Logistique 3PL** — multi-clients, optimisation des ressources partagées
2398
2399**PME et ETI : le marché le plus porteur et le plus sous-servi.** Des entreprises avec des entrepôts de 2 000 à 15 000 m², sans directeur supply chain à temps plein, qui ont fait croître leur logistique de façon empirique. C'est exactement là qu'un regard extérieur structuré apporte le plus de valeur.
2400
2401---
2402
2403## Pourquoi les PME ont particulièrement besoin de conseil logistique
2404
24055 apports concrets d'un consultant externe pour une PME/ETI :
2406
2407- **Regard extérieur** — identifier ce que l'habitude rend invisible
2408- **Méthode de séquençage** — prioriser les chantiers par impact, pas par urgence perçue
2409- **Expérience sectorielle** — transposer des solutions éprouvées d'autres secteurs
2410- **Neutralité** — arbitrer sans enjeu politique interne
2411- **Capacité d'accélération** — 6 jours pour mobiliser un consultant vs 6-9 mois pour recruter
2412
2413L'IA va creuser l'écart entre grands groupes bien capitalisés et PME sans accès aux mêmes outils — ce qui renforce le besoin d'un accompagnement externe accessible et opérationnel.
2414
2415---
2416
2417## Tarifs, statuts et ce que ça coûte vraiment
2418
2419**Consultant salarié (cabinet) :**
2420- Junior (0-3 ans) : 35 000-45 000 €/an
2421- Confirmé (3-7 ans) : 45 000-60 000 €/an
2422- Senior (7+ ans) : 60 000-80 000 €/an
2423
2424**Consultant indépendant (freelance/portage) :**
2425- TJM : 600 à 1 500 €/jour selon spécialisation et séniorité
2426- 30 à 40 % moins cher que les grands cabinets à profil équivalent, sans structure à amortir
2427
2428**Règle de calcul ROI :** identifier les coûts cachés actuels (surstock = 20-30 % de la valeur/an, erreurs picking = 17 €/erreur, productivité picking sous-optimale) pour évaluer le retour sur investissement de la mission. Dans la majorité des cas, une mission de diagnostic se rembourse en 3 à 6 mois.
2429
2430---
2431