1"use strict";(self.webpackChunkf2jc_website=self.webpackChunkf2jc_website||[]).push([[634],{3009:(s,i,e)=>{e.r(i),e.d(i,{assets:()=>l,contentTitle:()=>o,default:()=>p,frontMatter:()=>t,metadata:()=>n,toc:()=>c});const n=JSON.parse('{"id":"wg/key-takeaways-finops-data-platforms-scenerios","title":"\u30ad\u30fc\u30c6\u30a4\u30af\u30a2\u30a6\u30a7\u30a4\uff1a\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051FinOps\u306e\u5b9f\u8df5\u30b7\u30ca\u30ea\u30aa\uff08Key Takeaways: FinOps for Data Cloud Platforms Practical Scenarios\uff09","description":"[\u82f1\u8a9e\u7248]//www.finops.org/wg/key-takeaways-finops-data-platforms-scenerios/","source":"@site/docs/wg/key-takeaways-finops-data-platforms-scenerios.md","sourceDirName":"wg","slug":"/wg/key-takeaways-finops-data-platforms-scenerios","permalink":"/docs/wg/key-takeaways-finops-data-platforms-scenerios","draft":false,"unlisted":false,"editUrl":"https://github.com/finops-jp/finops-jp.github.io/tree/main/docs/wg/key-takeaways-finops-data-platforms-scenerios.md","tags":[],"version":"current","lastUpdatedBy":"Satoshi Matsuzawa","lastUpdatedAt":1787011883000,"frontMatter":{"title":"\u30ad\u30fc\u30c6\u30a4\u30af\u30a2\u30a6\u30a7\u30a4\uff1a\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051FinOps\u306e\u5b9f\u8df5\u30b7\u30ca\u30ea\u30aa\uff08Key Takeaways: FinOps for Data Cloud Platforms Practical Scenarios\uff09"}}');var a=e(4848),r=e(8453);const t={title:"\u30ad\u30fc\u30c6\u30a4\u30af\u30a2\u30a6\u30a7\u30a4\uff1a\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051FinOps\u306e\u5b9f\u8df5\u30b7\u30ca\u30ea\u30aa\uff08Key Takeaways: FinOps for Data Cloud Platforms Practical Scenarios\uff09"},o=void 0,l={},c=[{value:"\u76ee\u6b21",id:"\u76ee\u6b21",level:2},{value:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306aFinOps\u30b7\u30ca\u30ea\u30aa",id:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306afinops\u30b7\u30ca\u30ea\u30aa",level:2},{value:"\u7406\u89e3\u3059\u3079\u304d\u4e3b\u8981\u306a\u30b7\u30ca\u30ea\u30aa",id:"\u7406\u89e3\u3059\u3079\u304d\u4e3b\u8981\u306a\u30b7\u30ca\u30ea\u30aa",level:3},{value:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9",id:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9",level:2},{value:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df",id:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df",level:2},{value:"\u8b1d\u8f9e",id:"\u8b1d\u8f9e",level:2},{value:"Cory Syvenky",id:"cory-syvenky",level:4},{value:"\u76ee\u6b21",id:"\u76ee\u6b21-1",level:2},{value:"\u57fa\u790e\u3092\u5b66\u3076 FinOps\u8a8d\u5b9a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\uff08FinOps Certified Practitioner\uff09\u3067\u77e5\u8b58\u3092\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3059\u308b \u59cb\u3081\u308b Learn the fundamentals",id:"\u57fa\u790e\u3092\u5b66\u3076-finops\u8a8d\u5b9a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30ebfinops-certified-practitioner\u3067\u77e5\u8b58\u3092\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3059\u308b-\u59cb\u3081\u308b--learn-the-fundamentals-",level:6},{value:"\u95a2\u9023\u3059\u308bFinOps\u30b1\u30a4\u30d1\u30d3\u30ea\u30c6\u30a3",id:"\u95a2\u9023\u3059\u308bfinops\u30b1\u30a4\u30d1\u30d3\u30ea\u30c6\u30a3",level:5}];function h(s){const i={a:"a",admonition:"admonition",h2:"h2",h3:"h3",h4:"h4",h5:"h5",h6:"h6",img:"img",li:"li",p:"p",strong:"strong",ul:"ul",...(0,r.R)(),...s.components};return(0,a.jsxs)(a.Fragment,{children:[(0,a.jsx)(i.admonition,{title:"\u30c9\u30e9\u30d5\u30c8\u306e\u30da\u30fc\u30b8",type:"warning",children:(0,a.jsxs)(i.p,{children:["\u7ffb\u8a33\u306f\u6a5f\u68b0\u7ffb\u8a33\u306b\u3088\u308a\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\u7ffb\u8a33\u5185\u5bb9\u3068",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/key-takeaways-finops-data-platforms-scenerios/",children:"\u82f1\u8a9e\u7248"}),"\u306e\u9593\u3067\u9f5f\u9f6c\u3001\u4e0d\u4e00\u81f4\u3001\u77db\u76fe\u304c\u3042\u308b\u5834\u5408\u306f",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/key-takeaways-finops-data-platforms-scenerios/",children:"\u82f1\u8a9e\u7248"}),"\u3092\u512a\u5148\u3057\u307e\u3059\u3002"]})}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:"\u8981\u7d04\uff1a"})," \u7d44\u7e54\u306f\u3001\u521d\u671f\u8a2d\u5b9a\u6642\u306b\u30bf\u30b0\u4ed8\u3051\u3001\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001AI\u30b3\u30b9\u30c8\u306e\u53ef\u8996\u6027\u3092\u78ba\u7acb\u3057\u3001\u305d\u306e\u5f8c\u3001\u7570\u5e38\u691c\u77e5\u3084\u6700\u9069\u5316\u306b\u6295\u8cc7\u3059\u308b\u524d\u306b\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u3001\u6a5f\u80fd\u3001\u6240\u6709\u8005\u306b\u7d10\u4ed8\u3051\u308b\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u5c5e\u6027\u7279\u5b9a\uff08Attribution\uff09\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u7d44\u7e54\u306f\u3001\u5b9f\u884c\u306e\u9806\u5e8f\u304c\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u5fd8\u308c\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u914d\u8ce6\u53ef\u80fd\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u524a\u6e1b\u52b9\u679c\u3092\u30a6\u30a9\u30fc\u30af\uff08Walk\uff09\u304a\u3088\u3073\u30e9\u30f3\uff08Run\uff09\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u751f\u307f\u51fa\u3059\u306b\u306f\u3001\u307e\u305a\u30
1af\u30ed\u30fc\u30eb\uff08Crawl\uff09\u6bb5\u968e\u306e\u57fa\u76e4\uff08\u30bf\u30b0\u4ed8\u3051\u3001\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3001\u8acb\u6c42\u30ec\u30d3\u30e5\u30fc\uff09\u3092\u6574\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002"]}),"\n",(0,a.jsx)(i.h2,{id:"\u76ee\u6b21",children:"\u76ee\u6b21"}),"\n",(0,a.jsxs)(i.ul,{children:["\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#practical-finops-scenarios-by-maturity",children:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306aFinOps\u30b7\u30ca\u30ea\u30aa"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#four-practices-that-distinguish-operationally-mature-practices",children:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#where-the-financial-return-concentrates",children:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#acknowledgments",children:"\u8b1d\u8f9e"})}),"\n"]}),"\n",(0,a.jsx)(i.p,{children:"\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08Data Cloud Platforms\uff09\u306b\u304a\u3051\u308b\u5931\u6557\u306e\u539f\u56e0\u306f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306f\u306a\u304f\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u6642\u306e\u5b9f\u884c\u306b\u95a2\u3059\u308b\u610f\u601d\u6c7a\u5b9a\u3084\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u63d0\u4f9b\u3055\u308c\u308b\u4fa1\u5024\u306e\u53ef\u8996\u6027\u306b\u3042\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306e\u307e\u307e\u3067\u306f\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u652f\u51fa\u304c\u7d2f\u7a4d\u3057\u3001\u5c5e\u6027\u7279\u5b9a\u30ed\u30b8\u30c3\u30af\u306e\u306a\u3044\u5171\u6709\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3069\u306e\u30c1\u30fc\u30e0\u3082\u5f53\u4e8b\u8005\u610f\u8b58\u3092\u6301\u305f\u306a\u3044\u30b3\u30b9\u30c8\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u307f\u51fa\u3057\u3001\u30bf\u30b0\u306e\u306a\u3044\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u624b\u52d5\u3067\u306e\u7167\u5408\u3092\u4f59\u5100\u306a\u304f\u3055\u308c\u307e\u3059\u3002\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u914d\u8ce6\uff08Allocation\uff09\u306f\u3053\u308c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u914d\u8ce6\u306f\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u3001\u6a5f\u80fd\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u7d10\u4ed8\u3051\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u5c64\u306f\u3001\u3069\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u30b3\u30b9\u30c8\u306b\u898b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u3069\u306eAI\u6295\u8cc7\u304c\u63d0\u4f9b\u4fa1\u5024\u3092\u4e0a\u56de\u308b\u30da\u30fc\u30b9\u3067\u62e1\u5927\u3057\u3066\u3044\u308b\u304b\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u304c\u306a\u3044\u307e\u307e\u3069\u3053\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u304c\u6d88\u8cbb\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30b7\u30b0\u30ca\u30eb\u3092\u5f97\u3066\u3001\u884c\u52d5\u3092\u8d77\u3053\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002"}),"\n",(0,a.jsxs)(i.p,{children:["\u7d44\u7e54\u306f\u3001\u4ee5\u4e0b\u306b\u793a\u3059\u6210\u719f\u5ea6\u30ec\u30d9\u30eb\u5225\u306b\u53b3\u9078\u3057\u305f\u4f8b\u3092\u53c2\u7167\u3059\u308b\u304b\u3001\u307e\u305f\u306f\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u306e\u5168\u6587\u300e",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios",children:"\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051FinOps\uff1a\u5b9f\u8df5\u30b7\u30ca\u30ea\u30aa"}),"\u300f\u3067\u3059\u3079\u3066\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002"]}),"\n",(0,a.jsx)(i.h2,{id:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306afinops\u30b7\u30ca\u30ea\u30aa",children:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306aFinOps\u30b7\u30ca\u30ea\u30aa"}),"\n",(0,a.jsx)(i.p,{children:"FinOps\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u5206\u91ce\u5c02\u9580\u5bb6\uff08SME: Subject Matter Experts\uff09\u3067\u3042\u308b\u5b9f\u8df5\u8005\u306f\u3001\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051FinOps\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u8ab2\u984c\u9818\u57df\u306b\u308f\u305f\u308b\u4ee5\u4e0b\u306e\u5b9f\u8df5\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u3092\u8a73\u7d30\u306b\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306fFinOps\u306e\u6210\u719f\u5ea6\u30e2\u30c7\u30eb\uff08Maturity Model\uff09\u306e\u30ec\u30d9\u30eb\uff08\u30af\u30ed\u30fc\u30eb\u3001\u30a6\u30a9\u30fc\u30af\u3001\u30e9\u30f3\uff09\u9806\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u672c\u30da\u30fc\u30d1\u30fc\u3067\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u5b58\u3057\u306a\u3044\u62bd\u8c61\u7684\u306a\u8aac\u660e\u3067\u306f\u306a\u304f\u3001\u5177\u4f53\u7684\u306a\u8a2d\u5b9a\u624b\u9806\u3092\u542b\u3080\u5b9f\u88c5\u53ef\u80fd\u306a\u30ac\u30a4\u30c9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u5168\u4f53\u3092\u901a\u3057\u3066Snowflake\u3092\u4e3b\u306a\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002"}),"\n",(0,a.jsxs)(i.p,{children:["**",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#crawl-scenarios",children:"\u30af\u30ed\u30fc\u30eb\u6210\u719f\u5ea6"}),"**\u306f\u3001\u4ea4\u6e09\u306e\u4f59\u5730\u306e\u306a\u3044\u57fa\u6e96\u30e9\u30a4\u30f3\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001AI\u30b5\u30fc\u30d3\u30b9\u3092\u542b\u3080\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u53ef\u8996\u5316\u3001\u30c7\u30d7\u30ed\u30a4\u6642\u306b\u5f37\u5236\u3055\u308c\u308b\u5fc5\u9808\u306e\u30bf\u30b0\u4ed8\u3051\u30bf\u30af\u30bd\u30ce\u30df\u30fc\uff08Taxonomy\uff09\u3001\u57fa\u790e\u7684\u306a\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u8acb\u6c42\u30ec\u30d3\u30e5\u30fc\u30b5\u30a4\u30af\u30eb\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u7d44\u7e54\u304c\u30
1a6\u30a9\u30fc\u30af\u3084\u30e9\u30f3\u306e\u6bb5\u968e\u3067\u6700\u9069\u5316\u3092\u884c\u3063\u3066\u3082\u3001\u914d\u8ce6\u4e0d\u53ef\u80fd\u3067\u6301\u7d9a\u3067\u304d\u306a\u3044\u524a\u6e1b\u52b9\u679c\u3057\u304b\u5f97\u3089\u308c\u307e\u305b\u3093\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:["**",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#walk-scenarios",children:"\u30a6\u30a9\u30fc\u30af\u6210\u719f\u5ea6"}),"**\u306f\u3001\u53ef\u8996\u5316\u304b\u3089\u5c5e\u6027\u7279\u5b9a\u3078\u3068\u79fb\u884c\u3057\u3001\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u30b3\u30b9\u30c8\u8ffd\u8de1\u3084\u3001\u6708\u672b\u3067\u306f\u306a\u304f\u6570\u6642\u9593\u4ee5\u5185\u306b\u652f\u51fa\u306e\u4e56\u96e2\u3092\u5f15\u304d\u8d77\u3053\u3057\u3066\u3044\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u6240\u6709\u8005\u3092\u7279\u5b9a\u3059\u308b\u7570\u5e38\u691c\u77e5\uff08Anomaly Detection\uff09\u3078\u3068\u30b7\u30d5\u30c8\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:["**",(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#run-scenarios",children:"\u30e9\u30f3\u6210\u719f\u5ea6"}),"**\u306f\u3001\u30e6\u30cb\u30c3\u30c8\u30a8\u30b3\u30ce\u30df\u30af\u30b9\uff08Unit Economics\uff09\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u691c\u51fa\u3001AI\u30c8\u30fc\u30af\u30f3\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u6271\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b7\u30ca\u30ea\u30aa\u306f\u3001\u30c7\u30fc\u30bf\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u652f\u51fa\u3092\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u76f4\u63a5\u7d50\u3073\u4ed8\u3051\u3001\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u5c64\u304c\u8a3c\u62e0\u306b\u57fa\u3065\u3044\u3066\u6295\u8cc7\u6c7a\u5b9a\u3092\u4e0b\u3059\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsx)(i.h3,{id:"\u7406\u89e3\u3059\u3079\u304d\u4e3b\u8981\u306a\u30b7\u30ca\u30ea\u30aa",children:"\u7406\u89e3\u3059\u3079\u304d\u4e3b\u8981\u306a\u30b7\u30ca\u30ea\u30aa"}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#platform-native-cost-management-setup",children:"\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff3b\u30af\u30ed\u30fc\u30eb\uff3d\uff1a"})})," \u7d44\u7e54\u306f\u3001ORGADMIN\u307e\u305f\u306fACCOUNTADMIN\u6a29\u9650\u3067Snowflake\u306e\u30b3\u30b9\u30c8\u7ba1\u7406\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001AI_SERVICES\u3067\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u305fMETERING_HISTORY\u3082\u542b\u307f\u307e\u3059\u3002\u5f8c\u7d9a\u306e\u3059\u3079\u3066\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u5fc5\u8981\u3068\u306a\u308b\u57fa\u6e96\u30e9\u30a4\u30f3\u306e\u53ef\u8996\u6027\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002\u8a73\u7d30\u306a\u30b7\u30ca\u30ea\u30aa\u3092\u8868\u793a\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#tagging-stategy-attribution-enablement",children:"\u30bf\u30b0\u4ed8\u3051\u6226\u7565\u3068\u5c5e\u6027\u7279\u5b9a\u306e\u6709\u52b9\u5316\uff3b\u30af\u30ed\u30fc\u30eb\uff3d\uff1a"})})," \u7d44\u7e54\u306f\u3001\u6700\u521d\u306e\u672c\u756a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304a\u3088\u3073\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ec\u30d9\u30eb\u3067\u5fc5\u9808\u306e\u30bf\u30b0\u30bb\u30c3\u30c8\uff08cost_center\u3001environment\u3001owner_team\u3001workload_type\uff09\u3092\u5b9a\u7fa9\u3057\u3066\u5f37\u5236\u3057\u307e\u3059\u3002\u30bf\u30b0\u306e\u30ab\u30d0\u30fc\u7387\u306f\u3001\u3059\u3079\u3066\u306e\u5c5e\u6027\u7279\u5b9a\u304a\u3088\u3073\u30c1\u30e3\u30fc\u30b8\u30d0\u30c3\u30af\uff08Chargeback\uff09\u30e2\u30c7\u30eb\u306e\u524d\u63d0\u6761\u4ef6\u3067\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#warehouse-control
1s",children:"\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\uff3b\u30af\u30ed\u30fc\u30eb\uff3d"})})," \u7d44\u7e54\u306f\u3001\u672c\u756a\u74b0\u5883\u4ee5\u5916\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067AUTO_SUSPEND\u309260\u79d2\u306b\u8a2d\u5b9a\u3057\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u30b5\u30a4\u30ba\u3068\u3057\u3066X-Small\u3092\u5f37\u5236\u3057\u3001RBAC\u3092\u4ecb\u3057\u3066CREATE WAREHOUSE\u3092\u5236\u9650\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u3092\u6392\u9664\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3092\u640d\u306a\u3046\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u4e71\u7acb\u3092\u9632\u304e\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#query-level-usage-tracking-warehouse-performance-analysis",children:"\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u4f7f\u7528\u91cf\u8ffd\u8de1\uff3b\u30a6\u30a9\u30fc\u30af\uff3d\uff1a"})})," \u7d44\u7e54\u306f\u3001QUERY_ATTRIBUTION_HISTORY\u3068WAREHOUSE_METERING_HISTORY\u3092\u7d50\u5408\u3057\u3001\u500b\u3005\u306e\u30af\u30a8\u30ea\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u30bf\u30a4\u30d7\u306b\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u7d10\u4ed8\u3051\u307e\u3059\u3002\u540c\u3058\u5c5e\u6027\u7279\u5b9a\u30e2\u30c7\u30eb\u306bAI\u30c8\u30fc\u30af\u30f3\u30b3\u30b9\u30c8\u3092\u542b\u3081\u308b\u305f\u3081\u306b\u3001CORTEX_AISQL_USAGE_HISTORY\u3092\u62e1\u5f35\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#anti-pattern-identification-and-resolution",children:"\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u306e\u7279\u5b9a\u3068\u89e3\u6c7a\uff3b\u30e9\u30f3\uff3d\uff1a"})})," \u7d44\u7e54\u306f\u3001\u30d5\u30eb\u30c6\u30fc\u30d6\u30eb\u30b9\u30ad\u30e3\u30f3\u3001\u7d50\u5408\u7206\u767a\uff08Join Explosion\uff09\u3001\u30c7\u30a3\u30b9\u30af\u30b9\u30d4\u30eb\uff08Disk Spill\uff09\u3092\u793a\u3059insight_type_id\u306e\u5024\u3092QUERY_INSIGHTS\u304b\u3089\u30af\u30a8\u30ea\u3057\u307e\u3059\u3002QUERY_ATTRIBUTION_HISTORY\u3092\u4f7f\u7528\u3057\u3066\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u91cf\u9806\u306b\u30e9\u30f3\u30af\u4ed8\u3051\u3057\u3001\u5408\u610f\u3055\u308c\u305fSLA\u306e\u7bc4\u56f2\u5185\u3067\u4fee\u5fa9\u3059\u308b\u305f\u3081\u306b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u6240\u6709\u8005\u306b\u5272\u308a\u5f53\u3066\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:(0,a.jsx)(i.a,{href:"https://www.finops.org/wg/finops-for-data-cloud-platforms-practical-scenarios/#token-usage-optimization",children:"\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316\uff3b\u30e9\u30f3\uff3d\uff1a"})})," \u7d44\u7e54\u306f\u3001\u52b9\u679c\u7684\u306a\u6700\u5c0f\u306eCortex\u30e2\u30c7\u30eb\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u3068\u3057\u3066\u4f7f\u7528\u3057\u3001COUNT_TOKENS\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u52b9\u7387\u6027\u3092\u691c\u8a3c\u3057\u3001Cortex_AISQL_USAGE_HISTORY\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u652f\u51fa\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u30c8\u30fc\u30af\u30f3\u652f\u51fa\u304c\u62e1\u5927\u3057\u3066\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u5951\u7d04\u6642\u306bAI\u30b3\u30b9\u30c8\u30ab\u30c6\u30b4\u30ea\u3092\u5206\u985e\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsx)(i.h2,{id:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9",children:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9"}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:"\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30ec\u30a4\u30e4\u30fc\u3068\u3057\u3066\u306eRBAC\u3068\u3001IaC\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u901a\u3058\u305f\u30bf\u30b0\u4ed8\u3051\u306e\u5f37\u5236\uff1a"})," \u7d44\u7e54\u306f\u3001\u3059\u3079\u3066\u306e\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001\u5fc5\u9808\u306e\u30bf\u30b0\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u6301\u3064IaC\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u901a\u904e\u3092\u7fa9\u52d9\u4ed8\u3051\u307e\u3059\u3002\u307e\u305f\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30d0\u30a4\u30d1\u30b9\u3092\u9632\u3050\u305f\u3081\u306b\u3001\u76f4\u63a5\u306eCREATE WAREHOUSE\u6a29\u9650\u3092\u30ac\u30d0\u30ca\u30f3\u30b9\u30ed\u30fc\u30eb\u306b\u5236\u9650\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:"\u521d\u671f\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u8a2d\u5b9a\u6642\u306bAI\u30b3\u30b9\u30c8\u306e\u53ef\u8996\u6027\u3092\u78ba\u7acb\u3059\u308b\uff1a"})," \u7d44\u7e54\u306f\u3001AI\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u300c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u300d\u30b7\u30ca\u30ea\u30aa\u306e\u4e2d\u3067\u3001SERVICE_TYPE = 'AI_SERVICES'\u3092\u542b\u3081\u308b\u3088\u3046\u306bMETERING_HISTORY\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u6700\u521d\u306e\u8acb\u6c42\u66f8\u304b\u3089\u53ef\u8996\u5316\u3055\u308c\u3066\u3044\u306a\u3044AI\u30c8\u30fc\u30af\u30f3\u30b3\u30b9\u30c8\u306f\u3001\u9061\u53ca\u3057\u3066\u5c5e\u6027\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u69cb\u9020\u7684\u306b\u56f0\u96e3\u306b\u306a\u308a\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:"\u671f\u672b\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30b3\u30b9\u30c8\u914d\u5206\u3092\u5b9a\u7fa9\u3059\u308b\uff1a"})," \u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u3001\u6a5f\u80fd\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u7d50\u3073\u4ed8\u3051\u308b\u914d\u5206\u30e2\u30c7\u30eb\u306f\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30c1\u30fc\u30e0\u3084\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u30c1\u30fc\u30e0\u306b\u5bfe\u3057\u3066\u3001\u6708\u672b\u3060\u3051\u3067\u306a\u304f\u3001\u9032\u884c\u4e2d\u306e\u72b6\u6cc1\uff08in-flight\uff09\u306b\u57fa\u3065\u3044\u3066\u884c\u52d5\u3092\u8d77\u3053\u3059\u305f\u3081\u306e\u30e6\u30cb\u30c3\u30c8\u30a8\u30b3\u30ce\u30df\u30af\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002"]}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.strong,{children:"\u7570\u5e38\u691c\u77e5\u3092\u5b9f\u88c5\u3059\u308b\u524d\u306b\u3001\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u5c5e\u6027\u7279\u5b9a\u3092\u69cb\u7bc9\u3059\u308b\uff1a"})," \u30a2\u30ab\u30a6\u30f3\u30c8\u30ec\u30d9\u30eb\u306e\u7570\u5e38\u691c\u77e5\u306f\u30af\u30ec\u30b8\u30c3\u30c8\u306e\u4e56\u96e2\u3092\u691c\u51fa\u3057\u307e\u3059\u304c\u3001\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u5c5e\u6027\u7279\u5b9a\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u539f\u56e0\u3068\u306a\u3063\u3066\u3044\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7279\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002\u30a2\u30e9\u30fc\u30c8\u3092\u5358\u306a\u308b\u60c5\u5831\u63d0\u4f9b\u306b\u3068\u3069\u3081\u305a\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u53ef\u80fd\u306a\u3082\u306e\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u7570\u5e38\u691c\u77e5\u3078\u306e\u6295\u8cc7\u306b\u5148\u7acb\u3063\u3066\u3001QUERY_ATTRIBUTION_HISTORY\u3068\u4e00\u8cab\u3057\u305fQUERY_TAG\u6a19\u6e96\u3092\u5c0e\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002"]}),"\n",(0,a.jsx)(i.h2,{id:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df",children:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df"}),"\n",(0,a.jsx)(i.p,{children:"6\u3064\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u6b63\u3057\u3044\u9806\u5e8f\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u5927\u304b\u3064\u6700\u3082\u6301\u7d9a\u53ef\u80fd\u306a\u30ea\u30bf\u30fc\u30f3\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306f\u3001\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u5373\u5ea7\u306b\u524a\u6e1b\u3057\u307e\u3059\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u4fdd\u6301\u30dd\u30ea\u30b7\u30fc\u304c\u3042\u308b\u74b0\u5883\u306b\u304a\u3044\u3066\u3001\u77ed\u671f\u7684\u306a\u5c55\u671b\u3067\u5b9f\u8df5\u8005\u304c\u793a\u3059\u524a\u6e1b\u52b9\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u30af\u30ec\u30b8\u30c3\u30c8\u6d88\u8cbb\u9
11cf\u306e\u4e0a\u4f4d\u30af\u30a8\u30ea\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u306e\u89e3\u6c7a\u306f\u3001\u7e70\u308a\u8fd4\u3057\u767a\u751f\u3059\u308b\u975e\u52b9\u7387\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u3001\u4e2d\u671f\u7684\u306a\u5c55\u671b\u3067\u5b9f\u8df5\u8005\u304c\u793a\u3059\u524a\u6e1b\u52b9\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u30af\u30a8\u30ea\u30ec\u30d9\u30eb\u306e\u7570\u5e38\u691c\u77e5\u3001\u30e6\u30cb\u30c3\u30c8\u30a8\u30b3\u30ce\u30df\u30af\u30b9\u30e2\u30c7\u30ea\u30f3\u30b0\u3001AI\u30c8\u30fc\u30af\u30f3\u306e\u6700\u9069\u5316\u306b\u306f\u3001\u307e\u305a\u30af\u30ed\u30fc\u30eb\u306e\u57fa\u76e4\u304c\u6574\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u305d\u308c\u305e\u308c\u3001\u652f\u51fa\u3092\u7279\u5b9a\u306e\u6240\u6709\u8005\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3001\u307e\u305f\u306f\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u306b\u7d50\u3073\u4ed8\u3051\u3001\u6839\u672c\u539f\u56e0\u304c\u4e0d\u660e\u3067\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u305b\u306a\u3044\u30a2\u30ab\u30a6\u30f3\u30c8\u30ec\u30d9\u30eb\u306e\u30a2\u30e9\u30fc\u30c8\u3092\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002"}),"\n",(0,a.jsx)(i.h2,{id:"\u8b1d\u8f9e",children:"\u8b1d\u8f9e"}),"\n",(0,a.jsx)(i.p,{children:"\u672c\u30da\u30fc\u30d1\u30fc\u306e\u4f5c\u6210\u306b\u5c3d\u529b\u3044\u305f\u3060\u3044\u305f\u4ee5\u4e0b\u306e\u30e1\u30f3\u30d0\u30fc\u306b\u611f\u8b1d\u3044\u305f\u3057\u307e\u3059\u3002"}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/marcospalma/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Marcos Palma"})," Marcos Palma Oracle "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/rich-gibbons-microsoft-licensing/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Rich Gibbons"})," Rich Gibbons Synyega "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/alessandro-bellini/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Alessandro Bellini"})," Alessandro Bellini Max Mara Fashion Group "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/lorantkiss/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Lorant Kiss"})," Lorant Kiss Delivery Hero "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/priyanka-pandey-1b4a0841/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Priyanka Pandey"})," Priyanka Pandey Delivery Hero "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/simarpreet-arora/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Simarpreet Arora"})," Simarpreet Arora Snowflake "]})]}),"\n",(0,a.jsx)(i.p,{children:(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Cory Syvenky"})}),"\n",(0,a.jsx)(i.h4,{id:"cory-syvenky",children:"Cory Syvenky"}),"\n",(0,a.jsx)(i.p,{children:"Teck Resources Limited"}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/ebjattardo/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Ermanno Attardo"})," Ermanno Attardo Trilogy "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/colleen-j-spence/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Colleen Spence"})," Colleen Spence Sedgwick "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/alandis/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Alex Landis"})," Alex Landis Snowflake "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/lindbergh/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Lindbergh Matillano"})," Lindbergh Matillano Avalara "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/martinfaulkner/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Martin Faulkner"})," Martin Faulkner John Lewis Partnership "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/marthe-naudts/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Marthe Naudts"})," Marthe Naudts Espresso AI "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/velunatarajan/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Velu Natarajan"})," Velu Natarajan GoodRx "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/kansagaradhara/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Dhara Kansagara"})," Dhara Kansagara BetaNXT "]})," ",(0,a.jsxs)(i.a,{href:"https://www.linkedin.com/in/tobiolabode/",children:[" ",(0,a.jsx)(i.img,{src:"data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2080%2080'%3E%3C/svg%3E",alt:"Tobi Olabode"})," Tobi Olabode NEXT "]})]}),"\n",(0,a.jsx)(i.p,{children:"\u6700\u7d42\u66f4\u65b0\u65e5\uff1a2026\u5e746\u67084\u65e5"}),"\n",(0,a.jsx)(i.h2,{id:"\u76ee\u6b21-1",children:"\u76ee\u6b21"}),"\n",(0,a.jsxs)(i.ul,{children:["\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#practical-finops-scenarios-by-maturity",children:"\u6210\u719f\u5ea6\u5225\u306e\u5b9f\u8df5\u7684\u306aFinOps\u30b7\u30ca\u30ea\u30aa"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#four-practices-that-distinguish-operationally-mature-practices",children:"\u904b\u7528\u9762\u3067\u6210\u719f\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7279\u5fb4\u3065\u3051\u308b4\u3064\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#where-the-financial-return-concentrates",children:"\u8ca1\u52d9\u7684\u30ea\u30bf\u30fc\u30f3\u304c\u96c6\u4e2d\u3059\u308b\u9818\u57df"})}),"\n",(0,a.jsx)(i.li,{children:(0,a.jsx)(i.a,{href:"#acknowledgments",children:"\u8b1d\u8f9e"})}),"\n"]}),"\n",(0,a.jsx)(i.h6,{id:"\u57fa\u790e\u3092\u5b66\u3076-finops\u8a8d\u5b9a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30ebfinops-certified-practitioner\u3067\u77e5\u8b58\u3092\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3059\u308b-\u59cb\u3081\u308b--learn-the-fundamentals-",children:(0,a.jsxs)(i.a,{href:"https://learn.finops.org/path/finops-certified-practitioner-self-paced",children:["\u57fa\u790e\u3092\u5b66\u3076 FinOps\u8a8d\u5b9a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\uff08FinOps Certified Practitioner\uff09\u3067\u77e5\u8b58\u3092\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3059\u308b \u59cb\u3081\u308b ",(0,a.jsx)(i.img,{src:"https://www.finops.org/wp-content/uploads/2025/12/certified-practitioner.svg",alt:"Learn the fundamentals"})," "]})}),"\n",(0,a.jsx)(i.h5,{id:"\u95a2\u9023\u3059\u308bfinops\u30b1\u30a4\u30d1\u30d3\u30ea\u30c6\u30a3",children:"\u95a2\u9023\u3059\u308bFinOps\u30b1\u30a4\u30d1\u30d3\u30ea\u30c6\u30a3"}),"\n",(0,a.jsxs)(i.p,{children:[(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/reporting-analytics/",children:" \u30ec\u30dd\u30fc\u30c8\u3068\u5206\u6790 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/allocation/",children:" \u914d\u8ce6 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/planning-estimating/",children:" \u8a08\u753b\u3068\u898b\u7a4d\u3082\u308a "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/budgeting/",children:" \u4e88\u7b97\u7de8\u6210 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/usage-optimization/",children:" \u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/invoicing-chargeback/",children:" \u8acb\u6c42\u3068\u30c1\u30e3\u30fc\u30b8\u30d0\u30c3\u30af "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/finops-education-enablement/",children:" FinOps\u306e\u6559\u80b2\u3068\u666e\u53ca\u4fc3\u9032 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/anomaly-management/",children:" \u7570\u5e38\u7ba1\u7406 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/kpis-benchmarking/",children:" KPI\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0 "})," ",(0,a.jsx)(i.a,{href:"https://www.finops.org/framework/capabilities/unit-economics/",children:" \u30e6\u30cb\u30c3\u30c8\u30a8\u30b3\u30ce\u30df\u30af\u30b9 "})]})]})}function p(s={}){const{wrapper:i}={...(0,r.R)(),...s.components};return i?(0,a.jsx)(i,{...s,children:(0,a.jsx)(h,{...s})}):h(s)}},8453:(s,i,e)=>{e.d(i,{R:()=>t,x:()=>o});var n=e(6540);const a={},r=n.createContext(a);function t(s){const i=n.useContext(r);return n.useMemo((function(){return"function"==typeof s?s(i):{...i,...s}}),[i,s])}function o(s){let i;return i=s.disableParentContext?"function"==typeof s.components?s.components(a):s.components||a:t(s.components),n.createElement(r.Provider,{value:i},s.children)}}}]);
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.