PageSourceSearch

https://www.twigbit.ai/en/contact

html twigbit.ai collected 2026-10-05 14:30:50 UTC 97,623 bytes, 110 lines download raw bytes

1<!DOCTYPE html><html data-dpl-id="dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" lang="en" class="outfit_fcf6994f-module__pcpdbG__variable jetbrains_mono_1c21c470-module__YUkd1G__variable h-full antialiased"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" href="/_next/static/media/1b99372b3eaef0c8-s.p.1gsd1jahc5dg_.woff2?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" as="font" crossorigin="" type="font/woff2"/><link rel="preload" href="/_next/static/media/70bc3e132a0a741e-s.p.3t6q91iet4nsy.woff2?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" as="font" crossorigin="" type="font/woff2"/><link rel="preload" as="image" href="/brand/logo-full.svg"/><link rel="stylesheet" href="/_next/static/chunks/3f7rhrh1n7eca.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/1riq3wimre9my.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/36w8-ndwi-60d.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/0argdvw16h0zv.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/23zw7hr1a7_d2.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/0np9jy1l7rl_s.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/_next/static/chunks/0yu67_z44qqm2.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8"/>
1<script src="/_next/static/chunks/0s3b52oz7ycqd.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/0otzrzzfhv618.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/06hbk75f4fthe.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/turbopack-34e8hiwp78y98.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<script src="/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" async=""></script>
1<meta name="next-size-adjust" content=""/><title>Contact — twigbit</title><meta name="description" content="Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration."/><link rel="canonical" href="https://www.twigbit.ai/en/contact"/><link rel="alternate" hrefLang="en" href="https://www.twigbit.ai/en/contact"/><link rel="alternate" hrefLang="de" href="https://www.twigbit.ai/de/contact"/><meta property="og:title" content="Contact — twigbit"/><meta property="og:description" content="Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration."/><meta property="og:site_name" content="twigbit"/><meta property="og:image" content="https://www.twigbit.ai/en/opengraph-image?df75a924a332eed0"/><meta property="og:image:type" content="image/png"/><meta property="og:image:width" content="1200"/><meta property="og:image:height" content="630"/><meta property="og:image:alt" content="twigbit — We enable agent-native organisations"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="Contact — twigbit"/><meta name="twitter:description" content="Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration."/><meta name="twitter:image" content="https://www.twigbit.ai/en/opengraph-image?df75a924a332eed0"/><meta name="twitter:image:alt" content="twigbit — We enable agent-native organisations"/><meta name="twitter:image:type" content="image/png"/><meta name="twitter:image:width" content="1200"/><meta name="twitter:image:height" content="630"/><link rel="icon" href="/favicon.ico?favicon.0omkcg5scvi0i.ico?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" sizes="256x256" type="image/x-icon"/>
1<script src="/_next/static/chunks/0cz1d0mv5g_q7.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" noModule=""></script>
1</head><body class="flex min-h-full flex-col"><div hidden=""><!--$--><!--/$--></div>
1<script type="application/ld+json">{"@context":"https://schema.org","@type":"Organization","name":"twigbit technologies GmbH","url":"https://www.twigbit.ai","logo":"https://www.twigbit.ai/brand/logo-icon.svg","email":"[email protected]","telephone":"+49 30 16639263","address":{"@type":"PostalAddress","streetAddress":"Yorckstraße 71","postalCode":"10965","addressLocality":"Berlin","addressCountry":"DE"}}</script>
1<style id="c15t-theme">:root, .c15t-theme-root {
2--c15t-primary: var(--ink);
3--c15t-primary-hover: var(--ink-700);
4--c15t-surface: var(--surface-card);
5--c15t-surface-hover: var(--surface-subtle);
6--c15t-border: var(--border-default);
7--c15t-border-hover: var(--border-strong);
8--c15t-text: var(--text-primary);
9--c15t-text-muted: var(--text-muted);
10--c15t-text-on-primary: var(--text-on-dark);
11--c15t-overlay: hsla(0, 0%, 0%, 0.5);
12--c15t-switch-track: var(--border-default);
13--c15t-switch-track-active: var(--ink);
14--c15t-switch-thumb: var(--surface-page);
15--c15t-font-family: var(--font-sans);
16--c15t-font-size-sm: 0.875rem;
17--c15t-font-size-base: 1rem;
18--c15t-font-size-lg: 1.125rem;
19--c15t-font-weight-normal: 400;
20--c15t-font-weight-medium: 500;
21--c15t-font-weight-semibold: 600;
22--c15t-line-height-tight: 1.25;
23--c15t-line-height-normal: 1.5;
24--c15t-line-height-relaxed: 1.75;
25--c15t-space-xs: 0.25rem;
26--c15t-space-sm: 0.5rem;
27--c15t-space-md: 1rem;
28--c15t-space-lg: 1.5rem;
29--c15t-space-xl: 2rem;
30--c15t-radius-sm: var(--radius-xs);
31--c15t-radius-md: var(--radius-sm);
32--c15t-radius-lg: var(--radius-md);
33--c15t-radius-full: var(--radius-pill);
34--c15t-shadow-sm: 0 1px 2px hsla(0, 0%, 0%, 0.05);
35--c15t-shadow-md: 0 4px 12px hsla(0, 0%, 0%, 0.08);
36--c15t-shadow-lg: 0 8px 24px hsla(0, 0%, 0%, 0.12);
37--c15t-duration-fast: 80ms;
38--c15t-duration-normal: 150ms;
39--c15t-duration-slow: 200ms;
40--c15t-easing: cubic-bezier(0.4, 0, 0.2, 1);
41--c15t-easing-out: cubic-bezier(0.215, 0.61, 0.355, 1);
42--c15t-easing-in-out: cubic-bezier(0.645, 0.045, 0.355, 1);
43--c15t-easing-spring: cubic-bezier(0.34, 1.56, 0.64, 1);
44}
45
46:root.dark, .dark .c15t-theme-root, :root.c15t-dark, .c15t-dark .c15t-theme-root {
47--c15t-primary: hsl(228, 100%, 70%);
48--c15t-primary-hover: hsl(228, 100%, 65%);
49--c15t-surface: hsl(0, 0%, 7%);
50--c15t-surface-hover: hsl(0, 0%, 10%);
51--c15t-border: hsl(0, 0%, 20%);
52--c15t-border-hover: hsl(0, 0%, 25%);
53--c15t-text: hsl(0, 0%, 93%);
54--c15t-text-muted: hsl(0, 0%, 60%);
55--c15t-text-on-primary: hsl(0, 0%, 100%);
56--c15t-overlay: hsla(0, 0%, 0%, 0.7);
57--c15t-switch-track: hsl(0, 0%, 25%);
58--c15t-switch-track-active: hsl(228, 100%, 70%);
59--c15t-switch-thumb: hsl(0, 0%, 93%);
60--c15t-font-family: var(--font-sans);
61--c15t-font-size-sm: 0.875rem;
62--c15t-font-size-base: 1rem;
63--c15t-font-size-lg: 1.125rem;
64--c15t-font-weight-normal: 400;
65--c15t-font-weight-medium: 500;
66--c15t-font-weight-semibold: 600;
67--c15t-line-height-tight: 1.25;
68--c15t-line-height-normal: 1.5;
69--c15t-line-height-relaxed: 1.75;
70--c15t-space-xs: 0.25rem;
71--c15t-space-sm: 0.5rem;
72--c15t-space-md: 1rem;
73--c15t-space-lg: 1.5rem;
74--c15t-space-xl: 2rem;
75--c15t-radius-sm: var(--radius-xs);
76--c15t-radius-md: var(--radius-sm);
77--c15t-radius-lg: var(--radius-md);
78--c15t-radius-full: var(--radius-pill);
79--c15t-shadow-sm: 0 1px 2px hsla(0, 0%, 0%, 0.05);
80--c15t-shadow-md: 0 4px 12px hsla(0, 0%, 0%, 0.08);
81--c15t-shadow-lg: 0 8px 24px hsla(0, 0%, 0%, 0.12);
82--c15t-duration-fast: 80ms;
83--c15t-duration-normal: 150ms;
84--c15t-duration-slow: 200ms;
85--c15t-easing: cubic-bezier(0.4, 0, 0.2, 1);
86--c15t-easing-out: cubic-bezier(0.215, 0.61, 0.355, 1);
87--c15t-easing-in-out: cubic-bezier(0.645, 0.045, 0.355, 1);
88--c15t-easing-spring: cubic-bezier(0.34, 1.56, 0.64, 1);
89}
90
91/*
92 * Utility class to disable transitions during theme switching.
93 * Apply this class to the root element before switching themes,
94 * then remove it after a short delay to prevent flash of
95 * animated content during the color scheme change.
96 *
97 * Example usage:
98 *   document.documentElement.classList.add('c15t-no-transitions');
99 *   // Switch theme...
100 *   requestAnimationFrame(() => {
101 *     document.documentElement.classList.remove('c15t-no-transitions');
102 *   });
103 */
104.c15t-no-transitions,
105.c15t-no-transitions *,
106.c15t-no-transitions *::before,
107.c15t-no-transitions *::after {
108	transition: none !important;
109	animation: none !important;
110}</style><div class="tw-shell"><div class="tw-shell__rails" aria-hidden="true"><span class="gl v left"></span><span class="gl v right"></span></div><a href="#main" class="focus:bg-ink sr-only focus:not-sr-only focu
110s:absolute focus:top-4 focus:left-4 focus:z-50 focus:rounded-md focus:px-4 focus:py-2 focus:text-white">Skip to content</a><nav class="tw-nav tw-nav--sticky   "><div class="tw-nav__inner"><div class="tw-nav__row"><a class="tw-nav__brand" aria-label="twigbit home" href="/en"><span class="tw-logo" style="display:inline-flex;align-items:center"><img src="/brand/logo-full.svg" alt="twigbit" height="24" style="height:24px;width:auto;display:block"/></span></a><div class="tw-nav__links"><button type="button" class="tw-nav__link " aria-haspopup="true" aria-expanded="false" aria-controls="tw-nav-panel-0">Services<svg class="tw-nav__chev" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><polyline points="6 9 12 15 18 9"></polyline></svg></button><a class="tw-nav__link" href="/en/work">Work</a><button type="button" class="tw-nav__link " aria-haspopup="true" aria-expanded="false" aria-controls="tw-nav-panel-2">Agents<svg class="tw-nav__chev" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><polyline points="6 9 12 15 18 9"></polyline></svg></button><button type="button" class="tw-nav__link " aria-haspopup="true" aria-expanded="false" aria-controls="tw-nav-panel-3">Resources<svg class="tw-nav__chev" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><polyline points="6 9 12 15 18 9"></polyline></svg></button><a class="tw-nav__link" href="/en/about">About</a></div><div class="tw-nav__actions"><span class="tw-nav__desktop-action" style="display:inline-flex;gap:10px"><a class="tw-btn tw-btn--primary tw-btn--sm" href="/en/ai-strategy-call">Book a discovery call</a></span><button type="button" class="tw-nav__burger" aria-label="Menu" aria-expanded="false"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" aria-hidden="true"><line x1="4" y1="8" x2="20" y2="8"></line><line x1="4" y1="16" x2="20" y2="16"></line></svg></button></div></div><span class="tw-nav__cross tw-nav__cross--l" aria-hidden="true"></span><span class="tw-nav__cross tw-nav__cross--r" aria-hidden="true"></span></div></nav><main id="main" class="tw-shell__main"><section class="tw-section"><div class="tw-section__col"><div class="tw-section__inner"><div class="min-w-0"><span class="tw-eyebrow">Contact</span><h1 class="tw-h tw-h--h1 tw-pagehero__title mt-3 max-w-3xl">Where do you want to start?</h1><p class="tw-text tw-text--xl tw-pagehero__lede mt-5 max-w-2xl">Bring a recurring workflow, a product idea or an open question. We&#x27;ll answer directly — including when an agent is not yet the right approach.</p></div></div></div><span class="tw-section__line" aria-hidden="true"></span><span class="tw-cross tw-cross--bottom-l" aria-hidden="true"></span><span class="tw-cross tw-cross--bottom-r" aria-hidden="true"></span></section><section class="tw-section" style="--tw-sec-y:0"><div class="tw-section__col"><div class="tw-section__inner"><div class="tw-cardgrid"><div class="tw-cardgrid__grid" style="--tw-cardgrid-cols:3"><a class="tw-card tw-bloom-host tw-card--flat tw-card--pad-lg tw-card--r-xl tw-card--interactive tw-card--hovermist" href="/en/ai-strategy-call" style="min-height:clamp(210px,16vw,260px)"><span hidden=""></span><div class="tw-card__bloom tw-bloom" aria-hidden="true"><div class="tw-mist tw-mist--ambient tw-mist--r-none" style="width:100%;height:100%"><div class="tw-wash tw-wash--s2 tw-wash--light tw-wash--ambient tw-wash--anim" data-wash-hue="spectrum" data-wash-tone="light" style="--mist-drift-dur:30s;--mist-morph-dur:20s" aria-hidden="true"><span class="tw-wash__b tw-wash__b1" style="animation-delay:0.00s, 0.00s, 0.00s"></span><span class="tw-wash__b tw-wash__b2" style="animation-delay:-5.00s, -4.00s, -2.00s"></span><span class="tw-wash__b tw-wash__b3" style="animation-delay:-9.00s, -6.00s, -13.00s"></span></div></div></div><span class="tw-go"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><line x1="7" y1="17" x2="17" y2="7"></line><polyline points="8 7 17 7 17 16"></polyline></svg></span><div class="tw-card__eyebrow">
110Discovery call</div><h3 class="tw-card__title">Talk through a workflow or an idea</h3><div class="tw-card__body">30 minutes on the work, the systems involved, and the smallest useful first step.</div><div class="tw-card__footer">Choose a time</div></a><a class="tw-card tw-bloom-host tw-card--flat tw-card--pad-lg tw-card--r-xl tw-card--interactive tw-card--hovermist" href="mailto:[email protected]" style="min-height:clamp(210px,16vw,260px)"><span hidden=""></span><div class="tw-card__bloom tw-bloom" aria-hidden="true"><div class="tw-mist tw-mist--ambient tw-mist--r-none" style="width:100%;height:100%"><div class="tw-wash tw-wash--s2 tw-wash--light tw-wash--ambient tw-wash--anim" data-wash-hue="spectrum" data-wash-tone="light" style="--mist-drift-dur:30s;--mist-morph-dur:20s" aria-hidden="true"><span class="tw-wash__b tw-wash__b1" style="animation-delay:0.00s, 0.00s, 0.00s"></span><span class="tw-wash__b tw-wash__b2" style="animation-delay:-5.00s, -4.00s, -2.00s"></span><span class="tw-wash__b tw-wash__b3" style="animation-delay:-9.00s, -6.00s, -13.00s"></span></div></div></div><span class="tw-go"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><line x1="7" y1="17" x2="17" y2="7"></line><polyline points="8 7 17 7 17 16"></polyline></svg></span><div class="tw-card__eyebrow">Email</div><h3 class="tw-card__title">[email protected]</h3><div class="tw-card__body">For projects, partnerships and anything that is easier to explain in writing.</div><div class="tw-card__footer">Write an email</div></a><a class="tw-card tw-bloom-host tw-card--flat tw-card--pad-lg tw-card--r-xl tw-card--interactive tw-card--hovermist" href="tel:+493016639263" style="min-height:clamp(210px,16vw,260px)"><span hidden=""></span><div class="tw-card__bloom tw-bloom" aria-hidden="true"><div class="tw-mist tw-mist--ambient tw-mist--r-none" style="width:100%;height:100%"><div class="tw-wash tw-wash--s2 tw-wash--light tw-wash--ambient tw-wash--anim" data-wash-hue="spectrum" data-wash-tone="light" style="--mist-drift-dur:30s;--mist-morph-dur:20s" aria-hidden="true"><span class="tw-wash__b tw-wash__b1" style="animation-delay:0.00s, 0.00s, 0.00s"></span><span class="tw-wash__b tw-wash__b2" style="animation-delay:-5.00s, -4.00s, -2.00s"></span><span class="tw-wash__b tw-wash__b3" style="animation-delay:-9.00s, -6.00s, -13.00s"></span></div></div></div><span class="tw-go"><svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true"><line x1="7" y1="17" x2="17" y2="7"></line><polyline points="8 7 17 7 17 16"></polyline></svg></span><div class="tw-card__eyebrow">Phone · Berlin</div><h3 class="tw-card__title">+49 30 16639263</h3><div class="tw-card__body">When a short direct conversation makes more sense than another calendar link.</div><div class="tw-card__footer">Call us</div></a></div><span class="tw-cross tw-cardgrid__cross" style="left:0%;top:0%" aria-hidden="true"></span><span class="tw-cross tw-cardgrid__cross" style="left:100%;top:0%" aria-hidden="true"></span><span class="tw-cross tw-cardgrid__cross" style="left:0%;top:100%" aria-hidden="true"></span><span class="tw-cross tw-cardgrid__cross" style="left:100%;top:100%" aria-hidden="true"></span></div></div></div></section><!--$--><!--/$--></main><footer class="tw-footer bg-surface-page relative z-10"><span class="tw-footer__rail left" aria-hidden="true"></span><span class="tw-footer__rail right" aria-hidden="true"></span><div class="tw-footer__band"><span class="tw-footer__line" aria-hidden="true"></span><span class="tw-cross tw-cross--top-l" aria-hidden="true"></span><span class="tw-cross tw-cross--top-r" aria-hidden="true"></span><div class="tw-footer__inner pt-14 pb-12"><div class="flex flex-col gap-12 lg:flex-row lg:justify-between"><div class="max-w-sm"><span class="tw-logo" style="display:inline-flex;align-items:center"><img src="/brand/logo-full.svg" alt="twigbit" height="28" style="height:28px;width:auto;display:block"/></span>
110<p class="text-text-secondary mt-4 text-sm leading-relaxed">We enable agent-native organisations — agents in your daily work, integrations and software built around them. From Berlin.</p></div><div class="flex flex-wrap gap-12"><nav class="flex flex-col gap-1"><span class="tw-eyebrow mb-2">Navigate</span><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/work">Work</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/ki-agenten">AI agent development</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/about">About</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/contact">Contact</a></nav><nav class="flex flex-col gap-1"><span class="tw-eyebrow mb-2">Resources</span><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/resources">All resources</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/blog">Blog</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/comparison">Comparisons</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/glossary">Glossary</a></nav><nav class="flex flex-col gap-1"><span class="tw-eyebrow mb-2">Legal</span><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/imprint">Imprint</a><a class="text-text-secondary hover:text-text-primary py-2 text-sm transition-colors" href="/en/privacy">Privacy</a></nav><div class="max-w-xs"><span class="tw-eyebrow">Newsletter</span><form class="mt-4" action="" encType="multipart/form-data" method="POST"><input type="hidden" name="$ACTION_REF_1"/><input type="hidden" name="$ACTION_1:0" value="{&quot;id&quot;:&quot;607f2b73ae810e45e01ce1efdbdff35dbb68c8ee2c&quot;,&quot;bound&quot;:&quot;$@1&quot;}"/><input type="hidden" name="$ACTION_1:1" value="[{&quot;status&quot;:&quot;initial&quot;}]"/><input type="hidden" name="$ACTION_KEY" value="kaf4a1ba7c7558d7d3dfc7975bc256fe9"/><input type="hidden" name="locale" value="en"/><div class="tw-field"><div class="tw-input-wrap"><input type="email" autoComplete="email" placeholder="Email address" aria-label="Email address" id="_R_2kkemaivb_" class="tw-input tw-input--has-trailing" required="" name="email"/><span class="tw-input__trailing"><button class="tw-btn tw-btn--primary tw-btn--sm tw-btn--icon" type="submit" aria-label="Subscribe"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-arrow-right" aria-hidden="true"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></button></span></div></div><p aria-live="polite" class="mt-2 min-h-5 text-xs"></p></form><p class="tw-text tw-text--sm mt-1">Occasional notes on applied AI — what we&#x27;re building, what&#x27;s working, and what&#x27;s worth your attention. No spam.</p></div></div></div></div></div><div class="tw-footer__band"><span class="tw-footer__line" aria-hidden="true"></span><span class="tw-cross tw-cross--top-l" aria-hidden="true"></span><span class="tw-cross tw-cross--top-r" aria-hidden="true"></span><div class="tw-footer__inner text-text-muted flex flex-wrap items-center justify-between gap-x-8 gap-y-2 pt-5 pb-7 text-xs"><p>© <!-- -->2026<!-- --> twigbit technologies GmbH. <!-- -->All rights reserved.</p><nav class="tw-lang" aria-label="Language"><a hrefLang="en" lang="en" aria-current="true" class="tw-lang__option" href="/en/contact">English</a><a hrefLang="de" lang="de" class="tw-lang__option" href="/de/contact">Deutsch</a></nav></div></div></footer></div><div class="tw-cursormist" aria-hidden="true"><span class="tw-cursormist__blob"></span></div>
110<script src="/_next/static/chunks/0yu67_z44qqm2.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8" id="_R_" async=""></script>
110<script>(self.__next_f=self.__next_f||[]).push([0])</script>
110<script>self.__next_f.push([1,"1:\"$Sreact.fragment\"\n2:I[240226,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"default\"]\n3:I[306599,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"default\"]\n6:I[292027,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"OutletBoundary\"]\n7:\"$Sreact.suspense\"\na:I[292027,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"ViewportBoundary\"]\nc:I[292027,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"MetadataBoundary\"]\ne:I[366142,[],\"default\",1]\n:HL[\"/_next/static/chunks/3f7rhrh1n7eca.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/chunks/1riq3wimre9my.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/chunks/36w8-ndwi-60d.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/chunks/0argdvw16h0zv.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/chunks/23zw7hr1a7_d2.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/chunks/0np9jy1l7rl_s.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"style\"]\n:HL[\"/_next/static/media/1b99372b3eaef0c8-s.p.1gsd1jahc5dg_.woff2?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n:HL[\"/_next/static/media/70bc3e132a0a741e-s.p.3t6q91iet4nsy.woff2?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n"])</script>
110<script>self.__next_f.push([1,"0:{\"P\":null,\"c\":[\"\",\"en\",\"contact\"],\"q\":\"\",\"i\":false,\"f\":[[[\"\",{\"children\":[[\"locale\",\"en\",\"d\",null],{\"children\":[\"contact\",{\"children\":[\"__PAGE__\",{}]}]},\"$undefined\",\"$undefined\",16]}],[[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[[\"$\",\"title\",null,{\"children\":\"404: This page could not be found.\"}],[\"$\",\"div\",null,{\"style\":{\"fontFamily\":\"system-ui,\\\"Segoe UI\\\",Roboto,Helvetica,Arial,sans-serif,\\\"Apple Color Emoji\\\",\\\"Segoe UI Emoji\\\"\",\"height\":\"100vh\",\"textAlign\":\"center\",\"display\":\"flex\",\"flexDirection\":\"column\",\"alignItems\":\"center\",\"justifyContent\":\"center\"},\"children\":[\"$\",\"div\",null,{\"children\":[[\"$\",\"style\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}\"}}],[\"$\",\"h1\",null,{\"className\":\"next-error-h1\",\"style\":{\"display\":\"inline-block\",\"margin\":\"0 20px 0 0\",\"padding\":\"0 23px 0 0\",\"fontSize\":24,\"fontWeight\":500,\"verticalAlign\":\"top\",\"lineHeight\":\"49px\"},\"children\":404}],[\"$\",\"div\",null,{\"style\":{\"display\":\"inline-block\"},\"children\":[\"$\",\"h2\",null,{\"style\":{\"fontSize\":14,\"fontWeight\":400,\"lineHeight\":\"49px\",\"margin\":0},\"children\":\"This page could not be found.\"}]}]]}]}]],[]],\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/3f7rhrh1n7eca.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"1\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/1riq3wimre9my.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"2\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/36w8-ndwi-60d.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"3\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/0argdvw16h0zv.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"4\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/23zw7hr1a7_d2.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"link\",\"5\",{\"rel\":\"stylesheet\",\"href\":\"/_next/static/chunks/0np9jy1l7rl_s.css?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"precedence\":\"next\",\"crossOrigin\":\"$undefined\",\"nonce\":\"$undefined\"}],[\"$\",\"script\",\"script-0\",{\"src\":\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"async\":true,\"nonce\":\"$undefined\"}],[\"$\",\"script\",\"script-1\",{\"src\":\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"async\":true,\"nonce\":\"$undefined\"}],[\"$\",\"script\",\"script-2\",{\"src\":\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"async\":true,\"nonce\":\"$undefined\"}],[\"$\",\"script\",\"script-3\",{\"src\":\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"async\":true,\"nonce\":\"$undefined\"}],[\"$\",\"script\",\"script-4\",{\"src\":\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"async\":true,\"nonce\":\"$undefined\"}]],\"$L4\"]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[null,[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]]}],{\"children\":[[\"$\",\"$1\",\"c\",{\"children\":[\"$L5\",null,[\"$\",\"$L6\",null,{\"children\":[\"$\",\"$7\",null,{\"name\":\"Next.MetadataOutlet\",\"children\":\"$@8\"}]}]]}],{}
110,null,false,null]},null,false,\"$@9\"]},null,false,null]},null,false,\"$@9\"],[\"$\",\"$1\",\"h\",{\"children\":[null,[\"$\",\"$La\",null,{\"children\":\"$Lb\"}],[\"$\",\"div\",null,{\"hidden\":true,\"children\":[\"$\",\"$Lc\",null,{\"children\":[\"$\",\"$7\",null,{\"name\":\"Next.Metadata\",\"children\":\"$Ld\"}]}]}],[\"$\",\"meta\",null,{\"name\":\"next-size-adjust\",\"content\":\"\"}]]}],false]],\"m\":\"$undefined\",\"G\":[\"$e\",[]],\"S\":true,\"h\":null,\"s\":\"$undefined\",\"l\":\"$undefined\",\"p\":\"$undefined\",\"d\":\"$undefined\"}\n"])</script>
110<script>self.__next_f.push([1,"f:[]\n9:\"$Wf\"\n"])</script>
110<script>self.__next_f.push([1,"10:I[705294,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"default\"]\n4:[\"$\",\"html\",null,{\"lang\":\"en\",\"className\":\"outfit_fcf6994f-module__pcpdbG__variable jetbrains_mono_1c21c470-module__YUkd1G__variable h-full antialiased\",\"children\":[\"$\",\"body\",null,{\"className\":\"flex min-h-full flex-col\",\"children\":[[\"$\",\"script\",null,{\"type\":\"application/ld+json\",\"dangerouslySetInnerHTML\":{\"__html\":\"{\\\"@context\\\":\\\"https://schema.org\\\",\\\"@type\\\":\\\"Organization\\\",\\\"name\\\":\\\"twigbit technologies GmbH\\\",\\\"url\\\":\\\"https://www.twigbit.ai\\\",\\\"logo\\\":\\\"https://www.twigbit.ai/brand/logo-icon.svg\\\",\\\"email\\\":\\\"[email protected]\\\",\\\"telephone\\\":\\\"+49 30 16639263\\\",\\\"address\\\":{\\\"@type\\\":\\\"PostalAddress\\\",\\\"streetAddress\\\":\\\"Yorckstraße 71\\\",\\\"postalCode\\\":\\\"10965\\\",\\\"addressLocality\\\":\\\"Berlin\\\",\\\"addressCountry\\\":\\\"DE\\\"}}\"}}],[\"$\",\"$L10\",null,{\"children\":\"$L11\"}]]}]}]\n"])</script>
110<script>self.__next_f.push([1,"12:I[462584,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"Card\"]\n"])</script>
110<script>self.__next_f.push([1,"5:[[\"$\",\"section\",null,{\"className\":\"tw-section\",\"style\":\"$undefined\",\"children\":[null,[\"$\",\"div\",null,{\"className\":\"tw-section__col\",\"children\":[\"$\",\"div\",null,{\"className\":\"tw-section__inner\",\"children\":[[\"$\",\"div\",null,{\"className\":\"min-w-0\",\"children\":[\"$undefined\",\"$undefined\",[\"$\",\"span\",null,{\"className\":\"tw-eyebrow\",\"children\":[false,\"Contact\",false]}],[\"$\",\"h1\",null,{\"className\":\"tw-h tw-h--h1 tw-pagehero__title mt-3 max-w-3xl\",\"children\":\"Where do you want to start?\"}],[\"$\",\"p\",null,{\"className\":\"tw-text tw-text--xl tw-pagehero__lede mt-5 max-w-2xl\",\"children\":\"Bring a recurring workflow, a product idea or an open question. We'll answer directly — including when an agent is not yet the right approach.\"}],\"$undefined\",\"$undefined\"]}],\"$undefined\"]}]}],[[\"$\",\"span\",null,{\"className\":\"tw-section__line\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--bottom-l\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--bottom-r\",\"aria-hidden\":\"true\"}]]]}],[\"$\",\"section\",null,{\"className\":\"tw-section\",\"style\":{\"--tw-sec-y\":\"0\"},\"children\":[null,[\"$\",\"div\",null,{\"className\":\"tw-section__col\",\"children\":[\"$\",\"div\",null,{\"className\":\"tw-section__inner\",\"children\":[\"$\",\"div\",null,{\"className\":\"tw-cardgrid\",\"style\":\"$undefined\",\"children\":[[\"$\",\"div\",null,{\"className\":\"tw-cardgrid__grid\",\"style\":{\"--tw-cardgrid-cols\":3},\"children\":[[\"$\",\"$L12\",\"agent-call\",{\"href\":\"/en/ai-strategy-call\",\"interactive\":true,\"radius\":\"xl\",\"padding\":\"lg\",\"eyebrow\":\"Discovery call\",\"title\":\"Talk through a workflow or an idea\",\"footer\":\"Choose a time\",\"background\":\"$undefined\",\"className\":\"$undefined\",\"style\":{\"minHeight\":\"clamp(210px,16vw,260px)\"},\"children\":\"30 minutes on the work, the systems involved, and the smallest useful first step.\"}],[\"$\",\"$L12\",\"email\",{\"href\":\"mailto:[email protected]\",\"interactive\":true,\"radius\":\"xl\",\"padding\":\"lg\",\"eyebrow\":\"Email\",\"title\":\"[email protected]\",\"footer\":\"Write an email\",\"background\":\"$undefined\",\"className\":\"$undefined\",\"style\":{\"minHeight\":\"clamp(210px,16vw,260px)\"},\"children\":\"For projects, partnerships and anything that is easier to explain in writing.\"}],[\"$\",\"$L12\",\"phone\",{\"href\":\"tel:+493016639263\",\"interactive\":true,\"radius\":\"xl\",\"padding\":\"lg\",\"eyebrow\":\"Phone · Berlin\",\"title\":\"+49 30 16639263\",\"footer\":\"Call us\",\"background\":\"$undefined\",\"className\":\"$undefined\",\"style\":{\"minHeight\":\"clamp(210px,16vw,260px)\"},\"children\":\"When a short direct conversation makes more sense than another calendar link.\"}]]}],[[\"$\",\"span\",\"0\",{\"className\":\"tw-cross tw-cardgrid__cross\",\"style\":{\"left\":\"0%\",\"top\":\"0%\"},\"aria-hidden\":\"true\"}],[\"$\",\"span\",\"1\",{\"className\":\"tw-cross tw-cardgrid__cross\",\"style\":{\"left\":\"100%\",\"top\":\"0%\"},\"aria-hidden\":\"true\"}],[\"$\",\"span\",\"2\",{\"className\":\"tw-cross tw-cardgrid__cross\",\"style\":{\"left\":\"0%\",\"top\":\"100%\"},\"aria-hidden\":\"true\"}],[\"$\",\"span\",\"3\",{\"className\":\"tw-cross tw-cardgrid__cross\",\"style\":{\"left\":\"100%\",\"top\":\"100%\"},\"aria-hidden\":\"true\"}]]]}]}]}],false]}]]\n"])</script>
110<script>self.__next_f.push([1,"b:[[\"$\",\"meta\",\"0\",{\"charSet\":\"utf-8\"}],[\"$\",\"meta\",\"1\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}]]\n"])</script>
110<script>self.__next_f.push([1,"13:I[74344,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"default\"]\n"])</script>
110<script>self.__next_f.push([1,"11:[\"$\",\"$L13\",null,{\"formats\":\"$undefined\",\"locale\":\"en\",\"messages\":{\"Nav\":{\"services\":\"Services\",\"work\":\"Work\",\"kiAgenten\":\"AI agent development\",\"agents\":\"Agents\",\"allAgents\":\"All agents\",\"allAgentsDesc\":\"Browse the full roster and how the agents work together\",\"about\":\"About\",\"blog\":\"Blog\",\"topics\":\"Topics\",\"popularArticles\":\"Featured articles\",\"allArticles\":\"All articles\",\"resources\":\"Resources\",\"comparisons\":\"Comparisons\",\"latestArticles\":\"Latest articles\",\"latestComparisons\":\"Latest comparisons\",\"comparisonKind\":{\"versus\":\"vs\",\"ranking\":\"Shortlist\"},\"glossary\":\"Glossary\",\"contact\":\"Contact\",\"cta\":\"Book a discovery call\",\"bookCall\":\"Book a discovery call\",\"browse\":\"Browse\",\"featuredArticles\":\"Featured articles\",\"allResources\":\"All resources\"},\"Comparison\":{\"eyebrow\":\"Comparisons\",\"metaTitle\":\"Comparisons — twigbit against the alternatives, with prices\",\"title\":\"twigbit, compared with the alternatives\",\"description\":\"How we stack up against the agencies, consultancies and platforms a German buyer shortlists next to us: what each one builds, what it costs, who it is best for. Every table is checkable, every price is dated, and our stake is on the page.\",\"empty\":\"No comparisons published yet.\",\"filterLabel\":\"Filter by type\",\"all\":\"All\",\"kind\":{\"versus\":\"Alternative\",\"ranking\":\"Shortlist\"},\"method\":{\"eyebrow\":\"How these pages are written\",\"title\":\"The same rules for every comparison.\",\"items\":[{\"title\":\"One table you can check\",\"body\":\"Every page carries one side-by-side table. Each cell is a fact from the vendor's own pages, with the date we checked it printed underneath.\"},{\"title\":\"Prices on the page\",\"body\":\"We print our prices next to theirs: €2,900 for the sprint, from €7,900 for a deployed agent. Where a vendor publishes none, the cell says so.\"},{\"title\":\"Our stake is disclosed\",\"body\":\"We sell managed agents. Every page says so up front, names the cases where the alternative is the better buy, and links its sources.\"}]},\"shortAnswer\":\"Short answer\",\"pickTitle\":\"Which fits you\",\"sideBySide\":\"Side by side\",\"sideBySideTitle\":\"The facts, in one table.\",\"sideBySideLede\":\"The rows a buyer decides on. Every cell can be checked on the vendors' own pages.\",\"criterion\":\"Criterion\",\"vendor\":\"Vendor\",\"yes\":\"Yes\",\"no\":\"No\",\"factsChecked\":\"Prices and features checked on {date} against the vendors' public pages. Corrections to [email protected].\",\"disclosure\":\"Disclosure: twigbit writes this page and is on it. Every number comes from the vendors' public pages, checked on the date given. Corrections to [email protected].\",\"faqEyebrow\":\"FAQ\",\"faqTitle\":\"What buyers ask about this comparison.\",\"sourcesTitle\":\"Sources\",\"askAi\":\"Ask an AI to check this page\",\"askAiPromptVersus\":\"Read {url} and tell me whether a managed agent from twigbit or {subject} is the better fit for a German company with 200 employees. Where does the page overstate its case?\",\"askAiPromptRanking\":\"Read {url}. Which of the listed AI agencies fits a company with 200 employees that wants one agent built into its own stack? Where is the page biased toward twigbit?\",\"relatedTitle\":\"More comparisons\",\"readPlaintext\":\"Read as plain text\",\"onThisPage\":\"On this page\"},\"Discovery\":{\"metaTitle\":\"Book a discovery call\",\"metaDescription\":\"Thirty minutes on your workflows: what an AI agent can take on today, what needs integration or engineering, and the smallest useful first step.\",\"eyebrow\":\"Discovery call\",\"title\":\"What work could agents take off your team?\",\"lede\":\"Bring one recurring workflow — or a product idea. In 30 minutes we will map what an agent, an integration, or custom software can do with it.\",\"bullets\":[\"One concrete workflow instead of a generic AI roadmap.\",\"An honest assessment of role, data, integrations, and effort.\",\"A clear next step: pilot, prepare, or deliberately wait.\"],\"bookingTitle\":\"Pick a time that works for you\",\"bookingFallback\":\"Our booking calendar is currently unavailable. Email [email protected] and we will find a time.\",\"asideTitle\":\"What work could agents take off your team?\",\"asideBody\":\"Bring one recurring workflow or a product idea. Thirty minutes, an honest assessment, a clear next step.\",\"asideCta\":\"Book a discovery call\",\"floatingCta\":\"Book a discovery call\",\"contact\":{\"addressLabel\":\"Visit us\",\"address\":\"Yorckstraße 71, 10965 Berlin\",\"phoneLabel\":\"Call us\",\"phone\":\"+49 30 16639263\",\"emailLabel\":\"Email us\",\"email\":\"[email protected]\"}},\"Pricing\":{\"eyebrow\":\"Pricing\",\"title\":\"Start small. Expand what proves useful.\",\"lede\":\"Every engagement starts with a conversation about one concrete workflow — and the sprint that follows is a fixed price, credited in full against your first deployment.\",\"note\":\"Prices are guide values for a typical first role. The proposal makes scope, setup, and running costs explicit.\",\"tiers\":[{\"name\":\"Discovery call\",\"description\":\"Thirty minutes, with us, about your work.\",\"price\":\"€0\",\"period\":\"30 minutes\",\"features\":[\"One concrete workflow instead of a generic AI roadmap\",\"An honest read on role, data, and integrations\",\"A clear next step: sprint, prepare, or deliberately wait\"],\"cta\":\"Book a discovery call\"},{\"name\":\"Discovery sprint\",\"ribbon\":\"Fixed price\",\"featured\":true,\"description\":\"One week from workflow to a decision you can budget.\",\"price\":\"€2,900\",\"period\":\"one week\",\"features\":[\"The workflow mapped: job, inputs, outputs, exceptions\",\"Data, access, and integration audit\",\"The agent role designed, with approval boundaries\",\"Evaluation criteria the deployment will be measured against\",\"A go / no-go recommendation with a costed roadmap\",\"Credited in full against a deployment within 90 days\"],\"cta\":\"Start with a sprint\"},{\"name\":\"Deploy \u0026 operate\",\"description\":\"Your agent in production, run by us.\",\"
110intro\":\"from\",\"price\":\"€7,900\",\"features\":[\"Agent adapted, integrated, and deployed\",\"Evaluations, monitoring, and human handovers\",\"Model, token, and cost management\",\"Review cycles — expand only what proves useful\"],\"cta\":\"Discuss a deployment\"}]},\"About\":{\"team\":{\"eyebrow\":\"Team\",\"title\":\"The people behind the agents.\",\"lede\":\"twigbit is founder-led: the people who scope your first agent are the ones who build and run it.\"}},\"Work\":{\"eyebrow\":\"Selected work\",\"title\":\"Products and systems we've built\",\"description\":\"A few examples of the software we've taken from idea to production.\",\"backToAll\":\"← All work\",\"visitProduct\":\"Visit the live product\"},\"Contact\":{\"metaTitle\":\"Contact\",\"metaDescription\":\"Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration.\",\"eyebrow\":\"Contact\",\"title\":\"Where do you want to start?\",\"description\":\"Bring a recurring workflow, a product idea or an open question. We'll answer directly — including when an agent is not yet the right approach.\",\"agent\":{\"label\":\"Discovery call\",\"title\":\"Talk through a workflow or an idea\",\"body\":\"30 minutes on the work, the systems involved, and the smallest useful first step.\",\"cta\":\"Choose a time\"},\"email\":{\"label\":\"Email\",\"body\":\"For projects, partnerships and anything that is easier to explain in writing.\",\"cta\":\"Write an email\"},\"phone\":{\"label\":\"Phone · Berlin\",\"body\":\"When a short direct conversation makes more sense than another calendar link.\",\"cta\":\"Call us\"}},\"Blog\":{\"eyebrow\":\"Writing\",\"title\":\"Notes on building AI products\",\"description\":\"Lessons from taking AI from prototype to production — engineering, architecture, and the decisions that decide whether an AI feature ships.\",\"empty\":\"No posts published yet. Check back soon.\",\"filterLabel\":\"Filter by topic\",\"allTags\":\"All\",\"backToAll\":\"← Blog\",\"readPlaintext\":\"Read as plain text\",\"updatedOn\":\"Updated {date}\",\"minRead\":\"{minutes} min read\",\"reviewedBy\":\"Reviewed by \u003clink\u003e{name}\u003c/link\u003e\",\"aboutAuthor\":\"About the author\",\"onThisPage\":\"On this page\",\"relatedTitle\":\"Related articles\",\"emailAuthor\":\"Email\",\"authorPostsTitle\":\"Articles by {name}\",\"authorEmpty\":\"No published articles yet.\",\"authorAllPosts\":\"All articles\"},\"Common\":{\"skipToContent\":\"Skip to content\",\"languageSwitcher\":\"Language\",\"menu\":\"Menu\",\"close\":\"Close\",\"backToTop\":\"Back to top\"},\"Footer\":{\"tagline\":\"We enable agent-native organisations — agents in your daily work, integrations and software built around them. From Berlin.\",\"rights\":\"All rights reserved.\",\"imprint\":\"Imprint\",\"privacy\":\"Privacy\",\"navTitle\":\"Navigate\",\"comparisonsTitle\":\"Comparisons\",\"legalTitle\":\"Legal\",\"language\":\"Language\"},\"Newsletter\":{\"title\":\"Newsletter\",\"description\":\"Occasional notes on applied AI — what we're building, what's working, and what's worth your attention. No spam.\",\"placeholder\":\"Email address\",\"submit\":\"Subscribe\",\"success\":\"Almost there — check your inbox to confirm.\",\"errorInvalid\":\"Please enter a valid email address.\",\"errorOther\":\"Something went wrong. Please try again later.\",\"email\":{\"subject\":\"Confirm your twigbit newsletter subscription\",\"preview\":\"One click to confirm your twigbit newsletter subscription.\",\"heading\":\"Confirm your subscription\",\"body\":\"Thanks for signing up for the twigbit newsletter. Please confirm your email address to start receiving it.\",\"cta\":\"Confirm subscription\",\"disclaimer\":\"If you didn't request this, you can safely ignore this email.\",\"signoff\":\"— The twigbit team\"},\"optin\":{\"successEyebrow\":\"Welcome\",\"successTitle\":\"You're subscribed\",\"successBody\":\"You'll now receive the twigbit newsletter with our latest updates.\",\"errorEyebrow\":\"Whoops\",\"errorTitle\":\"Something went wrong\",\"errorBody\":\"This confirmation link may be expired or invalid. Please try subscribing again or get in touch.\",\"home\":\"Back to home\"}},\"Home\":{\"hero\":{\"title\":\"Your software partner \u003cbr\u003e\u003c/br\u003efor \u003cmist\u003eagent-native\u003c/mist\u003e \",\"lede\":\"We are an \u003cb\u003eAI-native software agency\u003c/b\u003e that helps AI leaders adopt for the era of agents. Companies hire us to create a \u003cb\u003elasting competitive advantage with agentic AI\u003c/b\u003e — transforming their \u003cb\u003eteams, strategy, tech, and marketing\u003c/b\u003e to move at the speed of the agentic age.\",\"primaryCta\":\"Book a discovery call\",\"secondaryCta\":\"See our cases\",\"titleWords\":[\"marketing teams\",\"websites\",\"o
110perations\",\"products\"],\"trustTitle\":\"Trusted by Startups, Scaleups, and Enterprises\",\"servicesLabel\":\"Services\",\"readCaseLabel\":\"Read case study\"},\"trust\":{\"title\":\"Teams we have built products and systems with\",\"cta\":\"Read all stories\",\"more\":\"+ many more\"},\"agents\":{\"eyebrow\":\"twigbit Agents\",\"title\":\"Agents with a real area of responsibility\",\"lede\":\"Start with one clear role. We integrate the agent into your tools, define quality rules, and keep it running.\",\"cta\":\"Explore agents\"},\"process\":{\"eyebrow\":\"What we offer\",\"title\":\"How we put agents to work\",\"lede\":\"We do not sell another platform for you to assemble. We bring the agent, integration, and operation together around one concrete job.\",\"moreLabel\":\"Learn more\",\"cards\":[{\"badge\":\"Core offer\",\"title\":\"Managed agents\",\"body\":\"A specialised agent takes responsibility for one clear, recurring area of work inside your team.\",\"tags\":[\"Role and boundaries\",\"Tools and context\",\"Ongoing operations\"]},{\"title\":\"AI adoption \u0026 deployment\",\"body\":\"We select the first useful role with you, build a measurable workflow, and put it into your working environment.\",\"tags\":[\"Hypothesis and metric\",\"Integration and approvals\",\"Evaluations and monitoring\"]},{\"title\":\"Agentic products\",\"body\":\"When the agent belongs inside your product or platform, we build the software layer behind it.\",\"tags\":[\"Product and UX\",\"Agent architecture\",\"Engineering and operations\"]}]},\"why\":{\"eyebrow\":\"Why twigbit\",\"title\":\"An ecosystem of agents and software to build on\",\"lede\":\"We bring specialised agents, the integrations that connect them to your systems, and the engineering to extend them — one foundation that already works together. Your first deployment starts on proven parts, not on a blank page.\",\"cta\":\"Explore the agents\"},\"faq\":{\"eyebrow\":\"FAQ\",\"title\":\"What people ask us most.\",\"items\":[{\"q\":\"Is this just ChatGPT for employees?\",\"a\":\"No. A chat tool waits for prompts. A twigbit agent gets a bounded job, works with the required tools, and delivers through a repeatable workflow. You define goals, access, and approvals.\"},{\"q\":\"What work stays with our team?\",\"a\":\"People set goals, make sensitive decisions, and handle exceptions. Before launch, we define what the agent may complete, what needs approval, and when it must stop.\"},{\"q\":\"What happens to our data?\",\"a\":\"That depends on the role. We document sources, data flows, access, and model providers for each deployment and choose operations around your requirements. A blanket compliance claim cannot replace that review.\"},{\"q\":\"We already build agent workflows. Where does twigbit fit?\",\"a\":\"If you already have a platform, models, or early workflows, we start there. Our value is role and process design, integrations, evaluations, cost control, and reliable operation of the actual work.\"},{\"q\":\"Do we have to change the whole organisation?\",\"a\":\"No. We start with one role, one metric, and one review date. Only after the work proves useful do you expand the scope or add more agents.\"},{\"q\":\"What does it cost?\",\"a\":\"A discovery sprint is €2,900 fixed: one week, ending in a go / no-go recommendation and a costed roadmap. Deployments start from €7,900 setup with managed operation from €2,400 per month — and the sprint is credited in full against a deployment within 90 days.\"}]},\"work\":{\"eyebrow\":\"How we work\",\"title\":\"Agents become part of your organisation, not another tool\",\"lede\":\"The role, integrations, quality, and operations have to work together. Those seams are where we work.\",\"cta\":\"Learn more\",\"leftLabel\":\"Role \u0026 workflow\",\"leftDesc\":\"We define the job, inputs, outputs, permissions, and the points where a person takes over.\",\"rightLabel\":\"Integration \u0026 operations\",\"rightDesc\":\"We connect tools and context, measure quality, and manage models, tokens, and cost.\",\"features\":[{\"label\":\"Role design\",\"body\":\"One bounded job with clear responsibility.\"},{\"label\":\"Integrations\",\"body\":\"Access to the systems where the work happens.\"}
110,{\"label\":\"Evaluations \u0026 control\",\"body\":\"Reviewable quality, permissions, and human handovers.\"},{\"label\":\"Operations\",\"body\":\"Models, cost, monitoring, and improvement in service.\"}],\"stripName\":\"Elevion Green\",\"stripSub\":\"Making the green energy transition a business case.\",\"stripCta\":\"Get in touch\"},\"stories\":{\"eyebrow\":\"Success stories\",\"title\":\"Outcomes we built together\",\"lede\":\"Selected products and systems built together with our partners.\",\"cta\":\"Read all stories\",\"tag\":\"Case study\",\"items\":{\"a2mac1\":{\"metric\":\"27% cost savings\",\"caption\":\"identified through data-based agentic supply-chain optimisation.\"},\"thermondo\":{\"metric\":\"+15%\",\"caption\":\"higher return on ad spend after the move to server-side attribution.\"},\"wienerberger\":{\"metric\":\"CO₂mpare\",\"caption\":\"an interactive footprint calculator for sustainable construction.\"},\"elevion\":{\"metric\":\"1,000+\",\"caption\":\"organic clicks a month after the relaunch let marketing ship at scale.\"},\"klimo\":{\"metric\":\"6,400+\",\"caption\":\"active users cutting their CO₂ footprint through gamification.\",\"outcome\":\"A gamified climate app, built for the Federal Ministry for Economic Affairs and Climate Action, that put carbon-cutting in 6,400+ people's hands.\"},\"projektron\":{\"metric\":\"3.9×\",\"caption\":\"return on the AI support-triage agent we built and shipped to production.\"}}},\"cta\":{\"title\":\"Which workflow should we look at first?\",\"lede\":\"Bring one recurring job. In a 30-minute discovery call we will tell you honestly what an agent could do with it — and what we would build around it.\",\"button\":\"Book a discovery call\"}},\"Geo\":{\"metaTitle\":\"AEO Operations: measure and improve visibility in AI answers\",\"metaDescription\":\"AEO and GEO by twigbit: we examine how answer systems describe your brand, which sources they use, and which changes are worth testing.\",\"hero\":{\"eyebrow\":\"AEO Operations · GEO \u0026 LLM optimization\",\"title\":\"See what answer systems say about your brand\u003ccaret\u003e\u003c/caret\u003e\",\"lede\":\"We test relevant questions in ChatGPT, Perplexity, Gemini, and AI search, analyse the sources, and set up the next content and technical experiments.\",\"chips\":[\"Test relevant questions\",\"Trace the sources\",\"Track change over time\"],\"primaryCta\":\"Discuss an AEO baseline\",\"secondaryCta\":\"See the offer\"},\"answer\":{\"status\":\"Answer generated\",\"quote\":\"“For this question, the answer system mentions \u003cbrand\u003eyour brand\u003c/brand\u003e and cites the following sources.”\",\"sourcesLabel\":\"Sources\",\"sources\":[\"your-brand.com\",\"industry-portal.com\",\"trade-press.com\"]},\"shift\":{\"eyebrow\":\"The shift\",\"title\":\"Research no longer ends at a list of links\",\"lede\":\"Many search and research journeys now include a written answer. That makes it important to understand whether your brand is described accurately and supported by traceable sources.\",\"before\":{\"label\":\"Yesterday · 10 blue links\",\"query\":\"energy-efficient building solutions providers\",\"resultUrl\":\"industry-portal.com › providers › buildings\",\"resultTitle\":\"The 12 best providers for energy-efficient buildings\",\"snippet\":\"A comparison of the leading providers — services, reviews and ratings at a glance.\",\"more\":\"+ 9 more results\"},\"afterLabel\":\"Today · Generated answer\"},\"why\":{\"eyebrow\":\"Why now\",\"title\":\"Three things need separate measurement\",\"stats\":[{\"value\":\"Answers\",\"body\":\"Which brands and claims appear for your relevant questions?\"},{\"value\":\"Sources\",\"body\":\"Which owned and third-party pages support those claims?\"},{\"value\":\"Change\",\"body\":\"What shifts after a technical or editorial intervention?\"}],\"sourcesLabel\":\"Sources\",\"sources\":[\"BCG (2026)\",\"Forrester (2026)\",\"McKinsey (2026)\"]},\"risk\":{\"eyebrow\":\"The risk\",\"title\":\"Without a baseline, AEO remains a claim\",\"body\":\"Answers vary by question, model, mode, and date. We therefore start with a repeatable question set and documented results.\",\"cta\":\"Request an AEO baseline\"},\"factors\":{\"eyebrowIndex\":\"001\",\"eyebrow\":\"The mechanics · How the AI picks its sources\",\"title\":\"Four factors influence your visibility\",\"lede\":\"They help explain why content may be found, understood, cited, or ignored.\",\"items\":[{\"title\":\"Retrieval\",\"body\":\"The model pulls live content from the web and its index. Findable = retrievable.\"},{\"title\":\"Trust\",\"body\":\"Authority, consistency and third-party citations make you a reliable source.\"},{\"title\":\"Extractable\",\"body\":\"Clearly structured, unambiguou
110s content can be cited cleanly in answers.\"},{\"title\":\"Freshness\",\"body\":\"Fresh, complete information is preferred — outdated content loses.\"}]},\"compare\":{\"eyebrow\":\"The paradigm shift\",\"title\":\"From SEO to GEO — the rules of the game are changing.\",\"seo\":{\"label\":\"Classic SEO\",\"title\":\"Being found\",\"rows\":[{\"label\":\"Goal\",\"value\":\"Ranking in the list\"},{\"label\":\"Unit\",\"value\":\"Keyword\"},{\"label\":\"Success\",\"value\":\"Clicks \u0026 traffic\"},{\"label\":\"Audience\",\"value\":\"Human searches\"}]},\"geo\":{\"label\":\"GEO · Generative Engine Optimization\",\"title\":\"Appearing in answers\",\"rows\":[{\"label\":\"Goal\",\"value\":\"Cited in the answer\"},{\"label\":\"Unit\",\"value\":\"Entity \u0026 prompt\"},{\"label\":\"Success\",\"value\":\"Mentions \u0026 sources\"},{\"label\":\"Audience\",\"value\":\"AI mediates\"}]},\"note\":\"SEO remains the foundation. AEO and GEO add questions, sources, mentions, and the quality of generated answers.\"},\"levers\":{\"eyebrowIndex\":\"002\",\"eyebrow\":\"The six levers of AI visibility\",\"title\":\"What we work on\",\"lede\":\"From brand authority to monitoring — every lever pays into one of the four factors.\",\"items\":[{\"title\":\"Brand \u0026 entity authority\",\"body\":\"Consistent brand data and relevant entity sources can help systems distinguish your organisation.\"},{\"title\":\"Structured data\",\"body\":\"Schema.org markup so machines read offers, FAQs and facts unambiguously.\"},{\"title\":\"Answer-oriented content\",\"body\":\"Clear definitions, questions \u0026 answers and summaries — directly citable.\"},{\"title\":\"Crawlability \u0026 llms.txt\",\"body\":\"Clean technology, fast rendering, and a deliberate decision about which crawlers may retrieve your content.\"},{\"title\":\"Citability \u0026 signals\",\"body\":\"PR, reviews and third-party sources the AI trusts — external validation of your brand.\"},{\"title\":\"Monitoring \u0026 steering\",\"body\":\"Repeat a fixed question set, log answers and observe how results change over time.\"}]},\"offers\":{\"eyebrowIndex\":\"003\",\"eyebrow\":\"Two ways to work together\",\"title\":\"Start with a baseline, then run a learning loop\",\"lede\":\"We separate measurement, hypothesis, and implementation so observed change does not turn into false certainty.\",\"audit\":{\"step\":\"Step 01 · One-off\",\"title\":\"AEO baseline\",\"body\":\"We test an agreed question set, document answers and sources, and form the first testable hypotheses.\",\"bullets\":[\"Question set by audience and offer\",\"Answer and source log\",\"Technical, entity, and content analysis\",\"Prioritised experiments with a measurement plan\"],\"cta\":\"Request a baseline\"},\"ongoing\":{\"step\":\"Step 02 · Ongoing\",\"title\":\"AEO Operations\",\"body\":\"We implement prioritised measures, repeat the tests, and document what changed.\",\"bullets\":[\"Content, entity, and technical experiments\",\"Repeatable tests over the fixed question set\",\"Change log instead of a vanity dashboard\",\"Regular decisions on the next hypotheses\"],\"cta\":\"Book a discovery call\"},\"note\":\"Scope and cadence depend on the question set, markets, languages, and implementation needs.\"},\"midCta\":{\"eyebrow\":\"Where you stand\",\"title\":\"What do answer systems say about your brand today?\",\"lede\":\"An AEO baseline creates a documented starting point for the next tests.\",\"button\":\"Request a baseline\"},\"whyUs\":{\"eyebrow\":\"Why twigbit\",\"title\":\"Technology, content, and measurement in one working loop\",\"items\":[{\"title\":\"Tech \u0026 content in one hand\",\"body\":\"We can test technical, structural, and editorial hypotheses together.\"},{\"title\":\"A repeatable starting point\",\"body\":\"Questions, answers, sources, and changes are recorded so a later comparison is possible.\"},{\"title\":\"Honest uncertainty\",\"body\":\"We separate observed change from causality and do not promise a recommendation by someone else's model.\"}]},\"cta\":{\"eyebrow\":\"The next step\",\"title\":\"Start with a defensible AEO baseline\",\"lede\":\"We will identify the questions, systems, and markets that belong in your first measurement cycle.\",\"button\":\"Discuss AEO Operations\"}},\"ServicesNav\":{\"groupServices\":\"Services\",\"groupAudiences\":\"Who we work with\",\"agents\":{\"title\":\"Managed agents\",\"desc\":\"Built into your stack, kept running\"},\"webdev\":{\"title\":\"Website \u0026 brand development\",\"desc\":\"Brand, website, and content system\"},\"llm\":{\"title\":\"SEO \u0026 AEO optimisation\",\"desc\":\"Visible in search and AI answers\"},\"consulting\":{\"title\":\"AI adoption \u0026 consulting\",\"desc\":\"From first use case to operations\"},\"software\":{\"title\":\"Software development\",\"desc\":\"Agentic products and platforms\"},\"startups\":{\"title\":\"Agent-native startups\",\"desc\":\"Build company and product agent-native\"},\"marketing\":{\"title\":\"Woodpecker · Content Creator\",\"desc\":\"Research, planning, and drafts as a managed role\"},\"revenue\":{\"title\":\"Chameleon · CRM Agent\",\"desc\":\"CRM hygiene, research, and follow-up in the workflow\"},\"smes\":{\"title\":\"SMEs\",\"desc\":\"Bring agents into established teams\"},\"incubators\":{\"title\":\"Incubators \u0026 venture builders\",\"desc\":\"Programmes for cohorts and portfolios\"}},\"WebDev\":{\"metaTitle\":\"Website development for search and AI answers\",\"metaDescription\":\"Websites for people, search engines and AI answer engines — with clear information architecture, structured content, a design system and measurable operations.\",\"hero\":{\"eyebrow\":\"Website \u0026 brand development\",\"title\":\"Your website becomes a \u003cmist\u003esource\u003c/mist\u003e\",\"lede\":\"We build websites that persuade people and can be understood by search and AI systems — with clear structure, defensible content and a system your team can keep using.\",\"primaryCta\":\"Book a discovery call\",\"secondaryCta\":\"See our work\"},\"answer\":{\"status\":\"Example answer\",\"quote\":\"For this question, the answer names \u003cbrand\u003eyour brand\u003c/brand\u003e and points to a focused, well-supported service page as its source.\",\"sourcesLabel\":\"Sources\",\"sources\":[\"your-domain.com/service\",\"your-domain.com/glossary\",\"Independent source\"]},\"shift\":{\"eyebrow\":\"001 · The shift\",\"title\":\"Search ends in an answer.\",\"before\":{\"label\":\"Then — ten blue links\",\"query\":\"which tool fits our workflow\",\"resultUrl\":\"your-domain.com â€
110º service\",\"resultTitle\":\"A clear answer to the specific question\",\"snippet\":\"Service, audience, limits and evidence are explained clearly on one page …\",\"more\":\"9 more results\"},\"afterLabel\":\"Now — the one answer\"},\"build\":{\"eyebrowIndex\":\"002\",\"eyebrow\":\"What we build\",\"title\":\"A website that can be understood\",\"lede\":\"Structured for people, classic search and AI answer engines alike — without visibility promises nobody controls.\",\"items\":[{\"title\":\"AI-readable structure\",\"body\":\"Semantic HTML, schema.org and clear content help search and answer systems interpret your claims correctly.\"},{\"title\":\"Human in the loop\",\"body\":\"Your team remains accountable. Agents can prepare research and drafts; publishing stays a deliberate step.\"},{\"title\":\"Speed \u0026 Core Web Vitals\",\"body\":\"Clean delivery, measured Core Web Vitals and little unnecessary client code — optimised rather than promised.\"},{\"title\":\"Multilingual by default\",\"body\":\"i18n from day one: DE and EN at parity, cleanly linked, hreflang correct — no painful retrofit.\"},{\"title\":\"Design system, not page builder\",\"body\":\"A clean component system you keep building on — no theme sprawl, no plugin debt.\"},{\"title\":\"Measurable impact\",\"body\":\"Analytics, consent and conversion tracking are implemented for your setup and checked before launch.\"}]},\"statement\":{\"title\":\"Every page has a \u003cmist\u003eclear job\u003c/mist\u003e.\"},\"brand\":{\"eyebrowIndex\":\"003\",\"eyebrow\":\"Brand \u0026 design\",\"title\":\"A brand that lives in the code\",\"lede\":\"Website and brand are one system with us: identity, voice and design tokens that every new page, deck and product is built from.\",\"items\":[{\"title\":\"Identity with substance\",\"body\":\"Positioning, logo, color, typography — reduced to what actually sets you apart. Decisions, not moodboard battles.\"},{\"title\":\"Brand voice \u0026 messaging\",\"body\":\"One voice for website, pitch and product: core messages and wording so clear that even an AI repeats them correctly.\"},{\"title\":\"One look, every channel\",\"body\":\"From pitch deck to email signature: templates and assets from the same system — consistent without anyone policing it.\"}]},\"steps\":{\"eyebrow\":\"004 · How we work\",\"title\":\"From hypothesis to a measurable presence\",\"lede\":\"Four steps with a clear goal, a testable scope and short feedback loops.\",\"items\":[{\"title\":\"Discovery\",\"body\":\"We understand your customers, their real questions, and how AI answers them today.\"},{\"title\":\"Structure\",\"body\":\"Information architecture and content model connect user questions, search intent and what you actually offer.\"},{\"title\":\"Build\",\"body\":\"We build on a clean design system — static, fast, accessible.\"},{\"title\":\"Launch \u0026 loop\",\"body\":\"After launch, we measure queries, usage and conversions and prioritise the next useful step.\"}]},\"cta\":{\"eyebrow\":\"Ready?\",\"title\":\"Let's build a website with a clear job.\",\"lede\":\"Bring your most important audience and service. We'll assess whether structure, content and measurement work together.\",\"button\":\"Book a discovery call\"}},\"Consulting\":{\"metaTitle\":\"AI consulting \u0026 adoption: from strategy to a working agent\",\"metaDescription\":\"Move from AI strategy to a first managed agent role with workflow design, integrations, evaluations, and operations from twigbit.\",\"hero\":{\"eyebrow\":\"AI consulting\",\"title\":\"Your first agent, in \u003cmist\u003eproduction\u003c/mist\u003e\",\"lede\":\"We turn your AI adoption into a first agent role: one clear area of work, the integrations it needs, and an operating layer you do not have to build yourself.\",\"primaryCta\":\"Book a discovery call\",\"secondaryCta\":\"See the offer\"},\"why\":{\"eyebrow\":\"Why now\",\"title\":\"Adoption becomes real when work is handed over\",\"stats\":[{\"value\":\"1 role\",\"body\":\"with clear inputs, outputs, permissions, and boundaries.\"},{\"value\":\"1 workflow\",\"body\":\"inside the existing tools rather than 
110in a separate demo.\"},{\"value\":\"1 review\",\"body\":\"with a measure and a deliberate decision about what happens next.\"}],\"sourcesLabel\":\"Sources\",\"sources\":[\"MIT (2025)\",\"BCG (2026)\",\"EU AI Act\"]},\"services\":{\"eyebrowIndex\":\"001\",\"eyebrow\":\"What we do\",\"title\":\"What turns a workflow into an agent role\",\"lede\":\"Technology is one part. The harder questions are who owns what, what the agent may access, and how its work is reviewed.\",\"items\":[{\"title\":\"Role and outcome\",\"body\":\"We shape a recurring area of work until inputs, outputs, and responsibilities are explicit.\"},{\"title\":\"Tools and context\",\"body\":\"The agent receives only the access and sources required for its role.\"},{\"title\":\"Evaluations and measure\",\"body\":\"We define examples, failure classes, and one measure for usefulness and quality.\"},{\"title\":\"Permissions and approvals\",\"body\":\"Sensitive actions, edge cases, and exceptions get a clear route to a person.\"},{\"title\":\"Deployment\",\"body\":\"We put the workflow into your working environment and make changes traceable.\"},{\"title\":\"Ongoing operations\",\"body\":\"We manage models, tokens, cost, monitoring, and improvements while the role is in service.\"}]},\"compare\":{\"eyebrow\":\"The difference\",\"title\":\"Using AI or handing over work\",\"classic\":{\"label\":\"AI enablement\",\"title\":\"Enable employees\",\"rows\":[{\"label\":\"Unit\",\"value\":\"Tool access and training\"},{\"label\":\"Execution\",\"value\":\"A person starts every run\"},{\"label\":\"Operations\",\"value\":\"Remains with your team\"},{\"label\":\"Outcome\",\"value\":\"Individual productivity\"}]},\"us\":{\"label\":\"twigbit\",\"title\":\"Hand over work\",\"rows\":[{\"label\":\"Unit\",\"value\":\"An agent with a clear role\"},{\"label\":\"Execution\",\"value\":\"The agent repeats the workflow\"},{\"label\":\"Operations\",\"value\":\"Maintained and monitored by twigbit\"},{\"label\":\"Outcome\",\"value\":\"Recurring work that gets done\"}]},\"note\":\"Training can be useful. It produces a different result from a managed agent role.\"},\"statement\":{\"title\":\"One role, one metric, one \u003cmist\u003ereview\u003c/mist\u003e.\"},\"offers\":{\"eyebrowIndex\":\"002\",\"eyebrow\":\"The offer\",\"title\":\"From first role to live operations\",\"lede\":\"First we shape the work. Then we deploy and operate the agent.\",\"sprint\":{\"step\":\"Step 01 · One-off\",\"title\":\"Discovery sprint\",\"body\":\"We assess one concrete workflow and design the smallest responsible agent role.\",\"bullets\":[\"Job, inputs, and expected outputs\",\"Systems, data, and required access\",\"Failure classes, approvals, and measure\",\"A clear call: deploy, prepare, or wait\"],\"priceIntro\":\"\",\"price\":\"€2,900\",\"period\":\"fixed · one week\",\"cta\":\"Assess the role\"},\"partner\":{\"step\":\"Step 02 · Ongoing\",\"title\":\"Managed first agent\",\"body\":\"We adapt the agent, integrate it, and own the ongoing technical operation.\",\"bullets\":[\"Agent, tools, and context configured\",\"Evaluations, monitoring, and human handovers\",\"Model, token, and cost management\",\"Regular review and improvement cycles\"],\"priceIntro\":\"from\",\"price\":\"€2,400\",\"period\":\"per month\",\"cta\":\"Discuss deployment\"},\"note\":\"Scope depends on the role, integrations, data, and control requirements. The sprint is credited in full against a deployment within 90 days.\"},\"faq\":{\"eyebrow\":\"FAQ\",\"title\":\"What we get asked most.\",\"items\":[{\"q\":\"We already have an AI strategy. What is missing?\",\"a\":\"Possibly nothing. If no recurring work has yet been handed to an agent reliably, we can help with the step from strategy and tool access to a first operated role.\"},{\"q\":\"How are you different from an agent platform?\",\"a\":\"A platform gives you building blocks. We own one concrete role, including adaptation, integrations, evaluations, and operations. If you already have a platform, we can build on it.\"},{\"q\":\"What work is a good fit?\",\"a\":\"Recurring work with a recognisable input, a reviewable output, and enough volume is a good candidate. Unclear goals or irreversible decisions are warning signs.\"},{\"q\":\"How do you handle data and governance?\",\"a\":\"We document data flows, access, model providers, approvals, and logs for the specific use. Legal assessment remains contextual and cannot be replaced by a blanket compliance promise.\"},{\"q\":\"Can we take over the agent later?\",\"a\":\"We define that in the proposal. Acce
110ss, artefacts, responsibilities, and any handover path are agreed before the work starts.\"},{\"q\":\"Who is this for?\",\"a\":\"Startups and small-to-medium organisations that want to deploy a concrete agent role without first building all the operating expertise internally.\"}]},\"cta\":{\"eyebrow\":\"Ready?\",\"title\":\"Let's discuss your first agent role\",\"lede\":\"Bring one recurring workflow. We will assess whether it is clear, frequent, and controllable enough for an agent.\",\"button\":\"Book a discovery call\"}},\"Pillar\":{\"onThisPage\":\"On this page\",\"readPlaintext\":\"Read as plain text\",\"primaryCta\":\"Book a discovery call\",\"secondaryCta\":\"See prices\",\"guideTag\":\"Guide\",\"scopeEyebrow\":\"Region\",\"scopeBack\":\"Back to the main page\",\"scopeSiblings\":\"Other regions\",\"breadcrumbHome\":\"Home\",\"pricesLabel\":\"Prices\"},\"SoftwareDev\":{\"metaTitle\":\"Software development: apps \u0026 products with agents inside\",\"metaDescription\":\"App, web-app and agentic product development by twigbit — from workflow and prototype to integrations, evaluation and operations.\",\"hero\":{\"eyebrow\":\"Software development\",\"title\":\"Software that \u003cmist\u003eworks alongside you\u003c/mist\u003e\",\"lede\":\"We build apps, web apps and agentic products — with clear product ownership, people at the right control points and engineering depth through operations.\",\"primaryCta\":\"Discuss your project\",\"secondaryCta\":\"See our work\"},\"build\":{\"eyebrowIndex\":\"001\",\"eyebrow\":\"What we build\",\"title\":\"Products that carry the difference\",\"lede\":\"From an internal tool to a platform: built for the real usage context and documented so your team can keep moving.\",\"items\":[{\"title\":\"Web apps \u0026 platforms\",\"body\":\"From internal tools to customer platforms: cleanly modelled, fast and maintainable — systems another team could take over.\"},{\"title\":\"Mobile apps\",\"body\":\"Apps for real usage conditions — with considered core flows, a clean release process and observable operations.\"},{\"title\":\"AI-native products\",\"body\":\"LLM features that are more than a chat widget: retrieval, evaluation, cost control — part of the architecture, not an add-on.\"},{\"title\":\"Agents inside\",\"body\":\"Software that works alongside you: agents handle the routine, your team approves. Human-in-the-loop by design.\"},{\"title\":\"Engineering depth\",\"body\":\"Tests, CI/CD, observability, code reviews — and documentation worthy of the name. No prototype that quietly becomes production.\"},{\"title\":\"Operations \u0026 data flows\",\"body\":\"Hosting, model providers, access and data flows are chosen for your context and documented transparently.\"}]},\"compare\":{\"eyebrow\":\"002 · The difference\",\"title\":\"Built classic, or built agentic.\",\"classic\":{\"label\":\"Classic software\",\"title\":\"Waits for input\",\"rows\":[{\"label\":\"Operation\",\"value\":\"Every click is manual work\"},{\"label\":\"Processes\",\"value\":\"Forms \u0026 queues\"},{\"label\":\"Operations\",\"value\":\"Monitoring alerts, humans fix\"},{\"label\":\"Value\",\"value\":\"Grows with new features\"}]},\"agentic\":{\"label\":\"Agentic software\",\"title\":\"Gets tasks done\",\"rows\":[{\"label\":\"Operation\",\"value\":\"Agent does it, human approves\"},{\"label\":\"Processes\",\"value\":\"Workflows that trigger themselves\"},{\"label\":\"Operations\",\"value\":\"Agents handle the routine cases\"},{\"label\":\"Value\",\"value\":\"Grows with every task completed\"}]},\"note\":\"The loop stays with you: every critical step has a human approval.\"},\"statement\":{\"title\":\"Launch is the \u003cmist\u003ebeginning\u003c/mist\u003e.\"},\"steps\":{\"eyebrow\":\"003 · How we work\",\"title\":\"From process to product\",\"lede\":\"Short iterations, weekly demos — and a team that stays after launch.\",\"items\":[{\"title\":\"Discovery\",\"body\":\"We understand the process, the users and the systems — and define the one metric the product will be measured by.\"},{\"title\":\"Design\",\"body\":\"A clickable prototype in days: we test against the real workflow before a single line of production code exists.\"},{\"title\":\"Build\",\"body\":\"Short iterations, weekly demos, early rollout to real users — on a clean, tested stack.\"},{\"title\":\"Operate\",\"body\":\"Operations, monitoring and further development — with agents handling the routine and a team that stays reachable.\"}]},\"agentsCta\":{\"eyebrow\":\"twigbit Agents\",\"title\":\"See what agents already take off your plate.\",\"lede\":\"Our agent library shows which w
110orkflows software with agents inside already handles — from the inbox to reporting.\",\"button\":\"Browse the agents\"},\"stories\":{\"eyebrow\":\"Case studies\",\"title\":\"Software at different scales.\",\"lede\":\"Selected product, platform and transformation work from our track record.\",\"cta\":\"See all projects\"},\"cta\":{\"eyebrow\":\"Ready?\",\"title\":\"Let's talk about your product.\",\"lede\":\"30 minutes, no pitch: you bring the process or product idea, we bring an honest take on effort, stack — and where agents fit.\",\"button\":\"Discuss your project\"}},\"TwoZero\":{\"startups\":{\"metaTitle\":\"Agent-native startup: build the company and product with agents\",\"metaDescription\":\"twigbit helps founding teams build their organisation and product agent-native — with clear agent roles, integrations, evaluations and operations.\",\"hero\":{\"eyebrow\":\"Agent-native for startups\",\"title\":\"Start \u003cmist\u003eagent-native\u003c/mist\u003e\",\"lede\":\"We help founding teams design the company and product agent-native: a first internal agent role, the right integrations, and agentic product capabilities where they create real value.\",\"primaryCta\":\"Discuss your startup\",\"secondaryCta\":\"Browse the agents\"},\"promise\":{\"eyebrow\":\"The operating model\",\"title\":\"Agent-native is an organisational decision.\",\"stats\":[{\"value\":\"Team\",\"body\":\"People set goals, make decisions and remain accountable.\"},{\"value\":\"Agents\",\"body\":\"Recurring, reviewable work is operated as a role of its own.\"},{\"value\":\"Product\",\"body\":\"Agentic capabilities belong where they solve the user's problem better.\"}]},\"offers\":{\"eyebrowIndex\":\"001\",\"eyebrow\":\"For founding teams\",\"title\":\"Build the company and product agent-native.\",\"lede\":\"Start with a testable hypothesis and build only what can hold up in real work.\",\"sprint\":{\"step\":\"Entry\",\"title\":\"Agent-native startup sprint\",\"body\":\"We turn the business model, team and product idea into concrete agent roles and prioritised tests.\",\"bullets\":[\"Agent-native operating model\",\"Shortlist of internal agent roles\",\"Hypotheses for agentic product capabilities\",\"Prioritised 90-day test plan\"],\"cta\":\"Discuss the sprint\"},\"partner\":{\"step\":\"Delivery\",\"title\":\"Agent-native build partner\",\"body\":\"We build and operate your first agent role and develop the product with you.\",\"bullets\":[\"First internal agent with clear responsibility\",\"Agentic product development and integrations\",\"Evaluation, cost control and operations\",\"Clean handover as your own team grows\"],\"cta\":\"Discuss the partnership\"},\"note\":\"Scope follows the hypothesis: role and success criterion first, tooling and build second.\"},\"band\":{\"eyebrow\":\"The advantage\",\"title\":\"You don't need to grow before you can delegate work.\",\"body\":\"Teams that design agents as roles early avoid rebuilding processes, data access and approval paths later.\",\"cta\":\"Discuss your startup\"},\"cta\":{\"eyebrow\":\"Start agent-native\",\"title\":\"What role should your first agent take on?\",\"lede\":\"Bring your startup idea and one recurring workflow. We'll assess where an agent can reliably help today.\",\"button\":\"Discuss your startup\"}}},\"Agents\":{\"eyebrow\":\"twigbit Agents\",\"metaTitle\":\"twigbit Agents — managed AI agents for real work\",\"title\":\"The agents that work in your team\",\"description\":\"twigbit adapts specialised AI agents to your work, integrates them into your tools, and handles evaluations, models, cost, and operations.\",\"comingSoon\":\"Coming soon\",\"detail\":{\"howItWorks\":\"How it works\",\"trigger\":\"Trigger\",\"inputs\":\"Inputs\",\"outputs\":\"Outputs\",\"backToAll\":\"← All agents\"},\"teaser\":{\"eyebrow\":\"twigbit Agents\",\"title\":\"Agents that take work off your team\",\"lede\":\"Recurring work across content, CRM, data analysis, and website operations, delivered by managed agents with clear handovers.\",\"cta\":\"Explore agents\"}
110,\"value\":{\"eyebrow\":\"What managed means\",\"title\":\"You get the role, not a platform to assemble\",\"lede\":\"We own the technical and operational layer. You remain responsible for goals and decisions.\",\"items\":[{\"title\":\"Role before technology\",\"body\":\"We define the job, inputs, outputs, permissions, and handovers before choosing models and tools.\"},{\"title\":\"Integrated into your work\",\"body\":\"The agent works with the agreed systems and delivers where your team already manages the workflow.\"},{\"title\":\"Kept in operation\",\"body\":\"We monitor quality and cost, maintain models and rules, and make changes traceable for your team.\"}]},\"pricing\":{\"eyebrow\":\"Pricing\",\"title\":\"Setup plus ongoing operations\",\"lede\":\"Scope and commercial model depend on the role, integrations, data, and control requirements. We make setup, operation, and variable model costs explicit in the proposal.\",\"tiers\":[{\"name\":\"Single agent\",\"description\":\"One workflow, fully managed.\",\"intro\":\"from\",\"price\":\"€7,900\",\"features\":[\"One agent of your choice\",\"Setup and operations clearly scoped\",\"Slack + email integration\",\"Monthly outcome reporting\",\"Operating model matched to your requirements\"],\"cta\":\"Book a discovery call\"},{\"name\":\"Agent suite\",\"ribbon\":\"Most popular\",\"featured\":true,\"description\":\"Several agents working together.\",\"price\":\"Custom\",\"period\":\"setup + monthly\",\"features\":[\"Multiple agents in concert\",\"Shared company context\",\"Priority support\",\"Custom integrations\",\"Operating model matched to your requirements\"],\"cta\":\"Book a discovery call\"},{\"name\":\"Holon\",\"description\":\"Your company's digital twin.\",\"price\":\"Coming soon\",\"features\":[\"Central, contextual company data\",\"Accessible to your whole workforce\",\"Powers every other agent\",\"Early-access waitlist\"],\"cta\":\"Talk to us\"}]},\"cta\":{\"title\":\"Which role is the right place to start?\",\"lede\":\"Bring one recurring workflow. We will map the job, data, risks, and a useful first measure.\",\"button\":\"Book a discovery call\"}},\"Resources\":{\"eyebrow\":\"Resources\",\"title\":\"What we publish\",\"description\":\"We write up what we learn while building and running agents, and compare the alternatives honestly. This is all of it.\",\"metaTitle\":\"Resources — articles, comparisons and a glossary on agentic AI\",\"recentTitle\":\"Recently published\",\"recentLede\":\"Articles and comparisons, newest first.\",\"browseTitle\":\"Browse by type\",\"browseLede\":\"Every resource sorted into the shelf it belongs on.\",\"types\":{\"blog\":{\"title\":\"Articles\",\"body\":\"Field notes from building and operating agents, written by the people doing it.\"},\"comparison\":{\"title\":\"Comparisons\",\"body\":\"twigbit and the alternatives side by side, with public prices and a dated fact table.\"},\"glossary\":{\"title\":\"Glossary\",\"body\":\"Plain-language definitions of the AI, agent and software terms buyers keep meeting.\"}},\"entries\":\"{count, plural, =0 {nothing yet} one {# entry} other {# entries}}\",\"browseCta\":\"Browse\",\"empty\":\"Nothing published yet.\"}}
110,\"now\":\"$undefined\",\"timeZone\":\"UTC\",\"children\":[\"$L14\",\"$L15\"]}]\n"])</script>
110<script>self.__next_f.push([1,"16:I[325586,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"SiteChrome\"]\n19:I[892591,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"CursorMist\"]\n"])</script>
110<script>self.__next_f.push([1,"14:[\"$\",\"$L16\",null,{\"footer\":\"$L17\",\"agentsNav\":[{\"slug\":\"marketing\",\"title\":\"Woodpecker\",\"category\":\"Marketing\",\"summary\":\"Turns signals and sources into reviewable content drafts.\",\"href\":\"/agents/marketing\"},{\"slug\":\"revenue-operations\",\"title\":\"Chameleon\",\"category\":\"CRM\",\"summary\":\"Keeps CRM records, interactions, and follow-ups in working order.\",\"href\":\"/agents/revenue-operations\"},{\"slug\":\"data-analyst\",\"title\":\"Seagull\",\"category\":\"Data Analysis\",\"summary\":\"Watches agreed metrics and turns data changes into reviewable findings.\",\"href\":\"/agents/data-analyst\"},{\"slug\":\"seo-accessibility\",\"title\":\"Lynx\",\"category\":\"SEO \u0026 Accessibility\",\"summary\":\"Checks SEO, AEO, and accessibility after deploys or on schedule.\",\"href\":\"/agents/seo-accessibility\"}],\"blogNav\":[{\"slug\":\"ki-agenten-wartung\",\"title\":\"AI agent maintenance: model changes, regressions, and what a maintenance contract has to cover\",\"desc\":\"Why an AI agent needs maintenance even when nobody touches the code: model deprecations, upstream systems that change formats, knowledge sources going stale, new attack patterns. How regressions get caught, how a model migration runs, and the ten points a maintenance contract has to contain.\",\"cover\":{\"src\":\"/static/ki-agenten-wartung-387880.png\",\"height\":941,\"width\":1672,\"blurDataURL\":\"data:image/webp;base64,UklGRoQAAABXRUJQVlA4WAoAAAAQAAAABwAABAAAQUxQSCkAAAAAAAIALWMDAAAAF4DU5AgAAQBH/v/oIQABAHa8+//WDwACCAU0UGEHAABWUDggNAAAALABAJ0BKggABQAMwM4lsAJ0APQxragA/MbCioEpz2yELpndd+pQiSYwVaSRVtfBePUwAAA=\",\"blurWidth\":8,\"blurHeight\":5},\"date\":\"2026-09-10T00:00:00.000Z\",\"tags\":[\"AI agents\",\"Maintenance\",\"Evals\"],\"href\":\"/blog/ki-agenten-wartung\"},{\"slug\":\"ki-agenten-betreiben\",\"title\":\"Operating AI agents: what happens after go-live, and who is responsible for what\",\"desc\":\"An AI agent is not finished at go-live. What operation actually means: approval mode, logging, evals in production, cost budgets, the incident path, the review cadence, and how the duties under the EU AI Act and the GDPR split between the company and its software vendor.\",\"cover\":{\"src\":\"/static/ki-agenten-betreiben-8d6452.png\",\"height\":941,\"width\":1672,\"blurDataURL\":\"data:image/webp;base64,UklGRnoAAABXRUJQVlA4WAoAAAAQAAAABwAABAAAQUxQSCkAAAAAAAABCgIAAQA0EC3ckCcAAJfJ0Ob/11MFCiNqp9ikugsCAAADCgY2BQBWUDggKgAAALABAJ0BKggABQAMwM4loALsAPN6yOAA/NDx4nImR8Qxb+y2J9/3wWAAAA==\",\"blurWidth\":8,\"blurHeight\":5},\"date\":\"2026-09-10T00:00:00.000Z\",\"tags\":[\"AI agents\",\"Operations\",\"Evals\"],\"href\":\"/blog/ki-agenten-betreiben\"},{\"slug\":\"your-customers-dont-google-anymore\",\"title\":\"Your customers don't google anymore — they ask\",\"desc\":\"AI assistants are replacing classic search for buying research. What the 2025–26 data really says about AI Overviews traffic and click-through — and an honest generative engine optimization (GEO) playbook for AI search visibility.\",\"cover\":{\"src\":\"/static/your-customers-dont-google-anymore-367737.png\",\"height\":941,\"width\":1672,\"blurDataURL\":\"data:image/webp;base64,UklGRi4AAABXRUJQVlA4ICIAAACQAQCdASoIAAUADMDOJYgAAp0JGAAA/q9wWBH4eOC4BZAA\",\"blurWidth\":8,\"blurHeight\":5},\"date\":\"2026-07-21T00:00:00.000Z\",\"tags\":[\"GEO\",\"Answer Engines\",\"AI Search\"],\"href\":\"/blog/your-customers-dont-google-anymore\"}],\"comparisonsNav\":[{\"slug\":\"ki-agentur-vergleich\",\"title\":\"AI agency comparison Germany 2026: who builds AI agents into your stack, and what it costs\",\"desc\":\"Nine German AI agent vendors compared, sorted by what a Mittelstand company with 50 to 1,000 employees needs: agents in its own systems, public prices, named outcomes. twigbit is on the list, disclosure included, plus the platforms that are not agencies.\",\"kind\":\"ranking\",\"href\":\"/comparison/ki-agentur-vergleich\"}],\"children\":\"$L18\"}]\n"])</script>
110<script>self.__next_f.push([1,"15:[\"$\",\"$L19\",null,{}]\n"])</script>
110<script>self.__next_f.push([1,"24:I[989913,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"NewsletterForm\"]\n25:I[906354,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"LanguageSwitcher\"]\n:HL[\"/brand/logo-full.svg\",\"image\"]\n18:[\"$\",\"$L2\",null,{\"parallelRouterKey\":\"children\",\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L3\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":\"$undefined\",\"forbidden\":\"$undefined\",\"unauthorized\":\"$undefined\"}]\n"])</script>
110<script>self.__next_f.push([1,"17:[\"$\",\"footer\",null,{\"className\":\"tw-footer bg-surface-page relative z-10\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-footer__rail left\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-footer__rail right\",\"aria-hidden\":\"true\"}],[\"$\",\"div\",null,{\"className\":\"tw-footer__band\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-footer__line\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--top-l\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--top-r\",\"aria-hidden\":\"true\"}],[\"$\",\"div\",null,{\"className\":\"tw-footer__inner pt-14 pb-12\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col gap-12 lg:flex-row lg:justify-between\",\"children\":[[\"$\",\"div\",null,{\"className\":\"max-w-sm\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-logo\",\"style\":{\"display\":\"inline-flex\",\"alignItems\":\"center\"},\"children\":[\"$\",\"img\",null,{\"src\":\"/brand/logo-full.svg\",\"alt\":\"twigbit\",\"height\":28,\"style\":{\"height\":28,\"width\":\"auto\",\"display\":\"block\"}}]}],[\"$\",\"p\",null,{\"className\":\"text-text-secondary mt-4 text-sm leading-relaxed\",\"children\":\"We enable agent-native organisations — agents in your daily work, integrations and software built around them. From Berlin.\"}]]}],[\"$\",\"div\",null,{\"className\":\"flex flex-wrap gap-12\",\"children\":[[\"$\",\"nav\",null,{\"className\":\"flex flex-col gap-1\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-eyebrow mb-2\",\"children\":[false,\"Navigate\",false]}],[\"$L1a\",\"$L1b\",\"$L1c\",\"$L1d\"]]}],[\"$\",\"nav\",null,{\"className\":\"flex flex-col gap-1\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-eyebrow mb-2\",\"children\":[false,\"Resources\",false]}],[\"$L1e\",\"$L1f\",\"$L20\",\"$L21\"]]}],[\"$\",\"nav\",null,{\"className\":\"flex flex-col gap-1\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-eyebrow mb-2\",\"children\":[false,\"Legal\",false]}],\"$L22\",\"$L23\"]}],[\"$\",\"$L24\",null,{}]]}]]}]}]]}],[\"$\",\"div\",null,{\"className\":\"tw-footer__band\",\"children\":[[\"$\",\"span\",null,{\"className\":\"tw-footer__line\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--top-l\",\"aria-hidden\":\"true\"}],[\"$\",\"span\",null,{\"className\":\"tw-cross tw-cross--top-r\",\"aria-hidden\":\"true\"}],[\"$\",\"div\",null,{\"className\":\"tw-footer__inner text-text-muted flex flex-wrap items-center justify-between gap-x-8 gap-y-2 pt-5 pb-7 text-xs\",\"children\":[[\"$\",\"p\",null,{\"children\":[\"© \",2026,\" twigbit technologies GmbH. \",\"All rights reserved.\"]}],[\"$\",\"$L25\",null,{}]]}]]}]]}]\n"])</script>
110<script>self.__next_f.push([1,"26:I[372689,[\"/_next/static/chunks/2v490q13zz-7i.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/13zyw33b027b3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/0p9tdueb7gikm.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/24n_-ge1qmoqo.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/2vr825fslcgmr.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"default\"]\n1a:[\"$\",\"$L26\",\"work\",{\"ref\":\"$undefined\",\"href\":\"/en/work\",\"locale\":\"$undefined\",\"localeCookie\":{\"name\":\"NEXT_LOCALE\",\"sameSite\":\"lax\"},\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Work\"}]\n1b:[\"$\",\"$L26\",\"kiAgenten\",{\"ref\":\"$undefined\",\"href\":\"/en/ki-agenten\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"AI agent development\"}]\n1c:[\"$\",\"$L26\",\"about\",{\"ref\":\"$undefined\",\"href\":\"/en/about\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"About\"}]\n1d:[\"$\",\"$L26\",\"contact\",{\"ref\":\"$undefined\",\"href\":\"/en/contact\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Contact\"}]\n1e:[\"$\",\"$L26\",\"allResources\",{\"ref\":\"$undefined\",\"href\":\"/en/resources\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"All resources\"}]\n1f:[\"$\",\"$L26\",\"blog\",{\"ref\":\"$undefined\",\"href\":\"/en/blog\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Blog\"}]\n20:[\"$\",\"$L26\",\"comparisons\",{\"ref\":\"$undefined\",\"href\":\"/en/comparison\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Comparisons\"}]\n21:[\"$\",\"$L26\",\"glossary\",{\"ref\":\"$undefined\",\"href\":\"/en/glossary\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Glossary\"}]\n22:[\"$\",\"$L26\",null,{\"ref\":\"$undefined\",\"href\":\"/en/imprint\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Imprint\"}]\n23:[\"$\",\"$L26\",null,{\"ref\":\"$undefined\",\"href\":\"/en/privacy\",\"locale\":\"$undefined\",\"localeCookie\":\"$1a:props:localeCookie\",\"className\":\"text-text-secondary hover:text-text-primary py-2 text-sm transition-colors\",\"children\":\"Privacy\"}]\n"])</script>
110<script>self.__next_f.push([1,"27:I[895353,[\"/_next/static/chunks/2l9zgluspa7p3.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"/_next/static/chunks/18nyxhfuhhb5t.js?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\"],\"IconMark\"]\n8:null\n"])</script>
110<script>self.__next_f.push([1,"d:[[\"$\",\"title\",\"0\",{\"children\":\"Contact — twigbit\"}],[\"$\",\"meta\",\"1\",{\"name\":\"description\",\"content\":\"Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration.\"}],[\"$\",\"link\",\"2\",{\"rel\":\"canonical\",\"href\":\"https://www.twigbit.ai/en/contact\"}],[\"$\",\"link\",\"3\",{\"rel\":\"alternate\",\"hrefLang\":\"en\",\"href\":\"https://www.twigbit.ai/en/contact\"}],[\"$\",\"link\",\"4\",{\"rel\":\"alternate\",\"hrefLang\":\"de\",\"href\":\"https://www.twigbit.ai/de/contact\"}],[\"$\",\"meta\",\"5\",{\"property\":\"og:title\",\"content\":\"Contact — twigbit\"}],[\"$\",\"meta\",\"6\",{\"property\":\"og:description\",\"content\":\"Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration.\"}],[\"$\",\"meta\",\"7\",{\"property\":\"og:site_name\",\"content\":\"twigbit\"}],[\"$\",\"meta\",\"8\",{\"property\":\"og:image\",\"content\":\"https://www.twigbit.ai/en/opengraph-image?df75a924a332eed0\"}],[\"$\",\"meta\",\"9\",{\"property\":\"og:image:type\",\"content\":\"image/png\"}],[\"$\",\"meta\",\"10\",{\"property\":\"og:image:width\",\"content\":\"1200\"}],[\"$\",\"meta\",\"11\",{\"property\":\"og:image:height\",\"content\":\"630\"}],[\"$\",\"meta\",\"12\",{\"property\":\"og:image:alt\",\"content\":\"twigbit — We enable agent-native organisations\"}],[\"$\",\"meta\",\"13\",{\"property\":\"og:type\",\"content\":\"website\"}],[\"$\",\"meta\",\"14\",{\"name\":\"twitter:card\",\"content\":\"summary_large_image\"}],[\"$\",\"meta\",\"15\",{\"name\":\"twitter:title\",\"content\":\"Contact — twigbit\"}],[\"$\",\"meta\",\"16\",{\"name\":\"twitter:description\",\"content\":\"Talk to twigbit about your first agent role, an agentic product idea or a concrete collaboration.\"}],[\"$\",\"meta\",\"17\",{\"name\":\"twitter:image\",\"content\":\"https://www.twigbit.ai/en/opengraph-image?df75a924a332eed0\"}],[\"$\",\"meta\",\"18\",{\"name\":\"twitter:image:alt\",\"content\":\"twigbit — We enable agent-native organisations\"}],[\"$\",\"meta\",\"19\",{\"name\":\"twitter:image:type\",\"content\":\"image/png\"}],[\"$\",\"meta\",\"20\",{\"name\":\"twitter:image:width\",\"content\":\"1200\"}],[\"$\",\"meta\",\"21\",{\"name\":\"twitter:image:height\",\"content\":\"630\"}],[\"$\",\"link\",\"22\",{\"rel\":\"icon\",\"href\":\"/favicon.ico?favicon.0omkcg5scvi0i.ico?dpl=dpl_Br2NsrYAd9fqhcnRqDUzKi8K1mV8\",\"sizes\":\"256x256\",\"type\":\"image/x-icon\"}],[\"$\",\"$L27\",\"23\",{}]]\n"])</script>
110</body></html>

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.