{"id":3100,"date":"2026-08-23T19:06:05","date_gmt":"2026-08-23T19:06:05","guid":{"rendered":"https:\/\/www.deepwraite.de\/ki-einfuehren\/"},"modified":"2026-09-08T16:38:24","modified_gmt":"2026-09-08T16:38:24","slug":"adopting-ai","status":"publish","type":"page","link":"https:\/\/www.deepwraite.de\/en\/adopting-ai\/","title":{"rendered":"Implement AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3100\" class=\"elementor elementor-3100 elementor-2855\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-73b33e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"73b33e2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b0b712c\" data-id=\"b0b712c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-11c5ab0 elementor-widget elementor-widget-html\" data-id=\"11c5ab0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t\n<!-- \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\n     DEEPWRAITE \u00b7 Seite \u201eKI einf\u00fchren\u201c \u2014 Hero + F\u00fcnf Stufen + ARM\n     Stand 23.08.2026 \u00b7 v2.0 \u00b7 ersetzt den bisherigen Code vollst\u00e4ndig\n\n     WAS SICH GEGEN\u00dcBER DEM LETZTEN STAND GE\u00c4NDERT HAT\n     1. Der Methodenblock war doppelt eingef\u00fcgt: zwei style-Block-Bl\u00f6cke und\n        zwei section.dw-m bei nur einem schlie\u00dfenden Tag.\n        Das ergab verschachtelte, nie geschlossene Sections und doppeltes\n        Padding. Jetzt einmal, sauber geschlossen.\n     2. Zwei getrennte Systeme (.dwe f\u00fcr den Hero, .dw-m f\u00fcr die Methode)\n        mit unterschiedlichen Farben und Breiten \u2014 1160 px gegen 1180 px,\n        #b4b4b4 gegen rgba(255,255,255,.76). Jetzt ein Pr\u00e4fix (.dwe),\n        ein Variablensatz, eine Satzbreite. Die Textkanten fluchten.\n\n     EINBAU\n     \u00b7 Elementor \u2192 HTML-Widget (NICHT Text-\/Editor-Widget).\n       wpautop schreibt sonst p-Tags in style-Block und svg.\n     \u00b7 Die Section darf kein \"overflow: hidden\" haben, sonst klebt\n       das Bild nicht. Elementor \u2192 Erweitert \u2192 Overflow = Standard.\n       (Innen wird \"overflow-x: clip\" benutzt \u2014 das bricht sticky nicht.)\n     \u00b7 --top steuert den Abstand des klebenden Bildes zum Header.\n     \u00b7 Bild: im \u25bc BILDSLOT das src auf die Mediathek-URL setzen.\n       Transparentes PNG\/WebP, empfohlene Breite 820 px.\n     \u00b7 Einleitung und \u00dcberleitung stehen zusammen im Hero; danach\n       beginnt der Methodenteil direkt mit Stufe 01.\n\n     FARBEN \u2014 ein Satz f\u00fcr die ganze Seite\n     #ffffff   NUR \u00dcberschriften H2\/H3\/H4\n     #0ee2cf   H1, Labels, Links\n     #b4b4b4   ALLE Copy \u2014 Lede, Flie\u00dftext, Zuspitzung, Karten,\n               Bildunterschrift, auch fett Ausgezeichnetes\n     #7a8593   Beschriftungen im Diagramm\n     #ff6a4d   nur die Freigabestelle im Prozesschart (Signalfarbe)\n\n     SCHRIFTGR\u00d6SSEN \u2014 eine Skala, sieben Stufen. Jede Rolle greift\n     auf eine Variable zu; im Code steht keine freie Pixelzahl mehr.\n\n       --fs-xs   12px   Labels                         lh 1.5\n       --fs-s    14px   Kartentext, Bildunterschrift   lh 1.6\n       --fs-m    17px   Flie\u00dftext, Zuspitzung, H4      lh 1.75 \/ H4 1.35\n       --fs-l    20px   Lede und \u00dcberleitung           lh 1.5\n       --fs-xl   28px   H3 Stufentitel                 lh 1.20\n       --fs-2xl  44px   H2 Abschnitt                   lh 1.12\n       --fs-3xl  62px   H1 Seite                       lh 1.08\n\n     Im Prozesschart eine eigene, kleine Skala in SVG-Einheiten:\n       --fs-sv-l 10.5   T\u00e4tigkeit im Kasten\n       --fs-sv-m  9.5   Rollen-Label, Eyebrow, Gate\n       --fs-sv-s  9     Rechte, Risikoklasse\n\n     \u00dcberschriften wandern zwischen zwei Nachbarstufen der Skala:\n     H1 clamp(2xl,6vw,3xl) \u00b7 H2 clamp(xl,4vw,2xl) \u00b7 H3 clamp(l,2.6vw,xl).\n     Zeilenh\u00f6he wird enger, je gr\u00f6\u00dfer die Schrift.\n     Laufweite ebenso: -.020 \u00b7 -.016 \u00b7 -.012 \u00b7 -.008 \u00b7 -.006 em.\n     Satzbreite max. 62 Zeichen, im ARM-Block zweispaltig \u00fcber die\n     volle Breite. Auszeichnung im Text nur \u00fcber das Gewicht.\n     \u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550 -->\n\n<style>\nbody{background:#111111}\n.page-header{display:none}\n\n.dwe{\n  \/* \u2500\u2500 ein Variablensatz f\u00fcr Hero und Methodenteil \u2500\u2500 *\/\n  --bg:#111111;\n  --card:#161616;\n  --card-2:#1b1b1b;\n  --line:rgba(255,255,255,.08);\n  --line-2:rgba(255,255,255,.16);\n  --ink:#ffffff;\n  --ink-2:#b4b4b4;\n  --ink-3:#7a8593;\n  --teal:#0ee2cf;\n  --teal-2:#4fb6b1;\n  --alarm:#ff6a4d;\n  --alarm-wash:rgba(255,106,77,.10);\n  --top:100px;                       \/* Abstand des klebenden Bildes *\/\n\n  \/* \u2500\u2500 Schriftgr\u00f6\u00dfen: eine Skala, jede Rolle greift darauf zu.\n        Keine Gr\u00f6\u00dfe im Code, die hier nicht steht. \u2500\u2500 *\/\n  --fs-xs:12px;    \/* Labels                                   *\/\n  --fs-s:14px;     \/* Kartentext, Bildunterschrift              *\/\n  --fs-m:17px;     \/* Flie\u00dftext, Zuspitzung, H4                 *\/\n  --fs-l:20px;     \/* Lede und \u00dcberleitung im Hero              *\/\n  --fs-xl:28px;    \/* H3 \u2014 Stufentitel                          *\/\n  --fs-2xl:44px;   \/* H2 \u2014 Abschnitt                            *\/\n  --fs-3xl:62px;   \/* H1 \u2014 Seite                                *\/\n  \/* Diagramm-Beschriftung: eigene Skala in SVG-Einheiten,\n     drei Stufen statt sechs Einzelwerten *\/\n  --fs-sv-l:10.5px;   \/* T\u00e4tigkeit im Kasten                    *\/\n  --fs-sv-m:9.5px;    \/* Rollen-Label, Eyebrow, Gate            *\/\n  --fs-sv-s:9px;      \/* Rechte, Risikoklasse                   *\/\n  \/* \u00dcberschriften wandern jeweils zwischen zwei Nachbarstufen:\n     H1 2xl\u21923xl \u00b7 H2 xl\u21922xl \u00b7 H3 l\u2192xl. Zeilenh\u00f6he wird enger,\n     je gr\u00f6\u00dfer die Schrift: 1.08 \u00b7 1.12 \u00b7 1.20 \u00b7 1.35 \u00b7 1.75. *\/\n\n  background:var(--bg);\n  overflow-x:clip;                   \/* clip statt hidden \u2014 bricht sticky nicht *\/\n  font-family:Inter,-apple-system,system-ui,\"Segoe UI\",Roboto,Arial,sans-serif;\n  color:var(--ink-2);\n  font-size:var(--fs-m);\n  line-height:1.75;\n  -webkit-font-smoothing:antialiased;\n}\n.dwe *,.dwe *::before,.dwe *::after{box-sizing:border-box}\n.dwe p{margin:0}\n.dwe h1,.dwe h2,.dwe h3,.dwe h4{margin:0}\n.dwe strong{font-weight:600;color:inherit}   \/* Auszeichnung \u00fcber das Gewicht, nicht \u00fcber Farbe *\/\n.dwe em{font-style:italic}\n.dwe a{color:var(--teal);text-decoration:none;border-bottom:1px solid rgba(14,226,207,.32)}\n.dwe a:hover{border-bottom-color:var(--teal)}\n.dwe a:focus-visible,.dwe .scroll:focus-visible{outline:2px solid var(--teal);outline-offset:3px}\n\n\/* \u2500\u2500 eine Satzbreite f\u00fcr alles \u2500\u2500 *\/\n.dwe .wrap{width:100%;max-width:1160px;margin:0 auto;padding:0}\n@media(max-width:1200px){.dwe .wrap{padding:0 16px}}\n\n\/* \u2500\u2500 Typo \u2014 jede Gr\u00f6\u00dfe kommt aus der Skala oben \u2500\u2500 *\/\n.dwe h1{font-size:clamp(var(--fs-2xl),6vw,var(--fs-3xl));font-weight:600;line-height:1.08;letter-spacing:-.020em;color:var(--teal);text-wrap:balance}\n.dwe h2{font-size:clamp(var(--fs-xl),4vw,var(--fs-2xl));font-weight:600;line-height:1.12;letter-spacing:-.016em;color:var(--ink);text-wrap:balance}\n.dwe h3{font-size:clamp(var(--fs-l),2.6vw,var(--fs-xl));font-weight:600;line-height:1.20;letter-spacing:-.012em;color:var(--ink);text-wrap:balance}\n.dwe h4{font-size:var(--fs-m);font-weight:600;line-height:1.35;letter-spacing:-.008em;color:var(--ink);text-wrap:balance}\n.dwe .lede,.dwe .lede-2{font-size:var(--fs-l);font-weight:400;line-height:1.5;letter-spacing:-.008em;color:var(--ink-2);max-width:62ch}\n.dwe .lede{margin:24px 0 0}\n.dwe .lede-2{margin:20px 0 0}\n.dwe .t{font-size:var(--fs-m);font-weight:400;line-height:1.75;color:var(--ink-2);max-width:62ch}\n.dwe .punch{font-size:var(--fs-m);font-weight:600;line-height:1.75;letter-spacing:-.006em;color:var(--ink-2);max-width:62ch}\n.dwe .label{font-size:var(--fs-xs);font-weight:600;line-height:1.5;letter-spacing:.16em;text-transform:uppercase;color:var(--teal);font-variant-numeric:tabular-nums}\n.dwe .cap{font-size:var(--fs-s);font-weight:400;line-height:1.6;color:var(--ink-2);max-width:84ch}\n\n\/* \u2500\u2500 Hero \u2500\u2500 *\/\n.dwe .hero{\n  position:relative;margin:0;padding:88px 0 76px;border-radius:18px;\n  background:\n    linear-gradient(180deg, rgba(17,17,17,.55) 0%, rgba(17,17,17,.82) 58%, #111 100%),\n    radial-gradient(900px 420px at 72% 18%, rgba(14,226,207,.16), transparent 65%),\n    url(\"https:\/\/www.deepwraite.de\/wp-content\/uploads\/2025\/07\/40-abstract-3d-shapes-WJL94QZ.png\") center\/cover no-repeat,\n    #161616;\n  overflow:hidden;\n}\n.dwe .hero::after{content:\"\";position:absolute;left:0;right:0;bottom:0;height:1px;\n  background:linear-gradient(90deg, transparent, rgba(14,226,207,.4), transparent)}\n\n\/* \u2500\u2500 Methodenteil \u2500\u2500 *\/\n.dwe .methode{padding:clamp(56px,7vw,96px) 0}\n\n.dwe .flow{\n  display:grid;grid-template-columns:minmax(0,1fr) 380px;\n  gap:clamp(32px,4.5vw,72px);align-items:start;   \/* align-items:start \u2014 sonst greift sticky nicht *\/\n}\n.dwe .visual{position:sticky;top:var(--top);min-width:0}\n.dwe .visual-fig{                                  \/* t\u00fcrkiser Schein hinter der freigestellten Kugel *\/\n  margin:0;\n  background:radial-gradient(circle at 50% 46%,\n    rgba(14,226,207,.19), rgba(14,226,207,.05) 44%, transparent 66%);\n}\n.dwe .visual-img{display:block;width:100%;height:auto}\n\n.dwe .steps{display:flex;flex-direction:column;min-width:0}\n.dwe .step{display:flex;flex-direction:column;gap:16px;\n  padding:clamp(30px,3.4vw,42px) 0;border-bottom:1px solid var(--line)}\n.dwe .step:first-child{border-top:1px solid var(--line)}\n.dwe .step-h{display:flex;flex-direction:column;gap:10px}\n.dwe .step .t + .punch{margin-top:-7px}            \/* Zuspitzung r\u00fcckt an ihren Absatz heran *\/\n\n\/* \u2500\u2500 ARM \u2500\u2500 *\/\n.dwe .arm{margin-top:clamp(52px,6vw,92px);padding-top:clamp(44px,5vw,72px);border-top:1px solid var(--line)}\n.dwe .arm-body{columns:2;column-gap:clamp(34px,4vw,68px);margin:28px 0 44px}\n.dwe .arm-body .t{max-width:none;margin-bottom:20px;break-inside:avoid;-webkit-column-break-inside:avoid}\n.dwe .arm-body .t:last-child{margin-bottom:0}\n.dwe .arm-out{max-width:84ch;margin-top:36px}\n\n.dwe .figure{margin:0;display:flex;flex-direction:column;gap:16px;min-width:0}\n.dwe .scroll{                                      \/* min-width:0 \u2014 sonst sprengt das SVG das Handy *\/\n  overflow-x:auto;min-width:0;max-width:100%;\n  background:var(--card);border:1px solid var(--line);\n  border-radius:14px;padding:clamp(16px,2.4vw,28px);\n  -webkit-overflow-scrolling:touch;\n}\n.dwe .scroll svg{display:block;width:100%;min-width:760px;height:auto}\n\n.dwe .cards{display:grid;grid-template-columns:repeat(3,1fr);gap:16px;margin-top:34px}\n.dwe .card{background:var(--card);border:1px solid var(--line);border-radius:12px;\n  padding:24px;display:flex;flex-direction:column;gap:12px}\n.dwe .card p{font-size:var(--fs-s);line-height:1.6;color:var(--ink-2)}\n\n\/* \u2500\u2500 Prozesschart \u2500\u2500 *\/\n.dwe .sv-cap{font-size:var(--fs-sv-m);font-weight:600;letter-spacing:.16em;fill:var(--ink-3)}\n.dwe .sv-box{fill:var(--card-2);stroke:var(--line-2);stroke-width:1}\n.dwe .sv-box-hi{fill:var(--alarm-wash);stroke:var(--alarm);stroke-width:1.4}\n.dwe .sv-role{font-size:var(--fs-sv-m);font-weight:600;letter-spacing:.16em;fill:var(--teal)}\n.dwe .sv-role-a{fill:var(--alarm)}\n.dwe .sv-do{font-size:var(--fs-sv-l);font-weight:400;fill:var(--ink-2)}\n.dwe .sv-right{font-size:var(--fs-sv-s);font-weight:400;fill:var(--ink-3)}\n.dwe .sv-risk{font-size:var(--fs-sv-s);font-weight:700;letter-spacing:.16em;fill:var(--ink-3)}\n.dwe .sv-risk-a{fill:var(--alarm)}\n.dwe .sv-gate{font-size:var(--fs-sv-m);font-weight:700;letter-spacing:.14em;fill:var(--alarm)}\n.dwe .sv-gate-s{font-size:var(--fs-sv-l);font-weight:500;fill:var(--ink-2)}\n.dwe .sv-flow{stroke:var(--line-2);stroke-width:1.2;fill:none}\n.dwe .sv-arrow{fill:rgba(255,255,255,.16)}\n\n\/* \u2500\u2500 Umbr\u00fcche \u2500\u2500 *\/\n@media(max-width:1000px){\n  .dwe .flow{grid-template-columns:1fr;gap:34px}\n  .dwe .visual{position:static;order:-1}\n  .dwe .visual-fig{max-width:480px}\n}\n@media(max-width:900px){\n  .dwe .arm-body{columns:1}\n  .dwe .arm-body .t{max-width:62ch}\n}\n@media(max-width:820px){\n  .dwe .cards{grid-template-columns:1fr}\n}\n@media(max-width:640px){\n  .dwe .hero{padding:64px 0 56px;border-radius:0;margin:0 -16px}\n}\n@media(prefers-reduced-motion:reduce){\n  .dwe .visual{position:static}\n}\n\n\/* Glossarlinks *\/\n.dwe a.dwe-gl{color:inherit;text-decoration:none;border-bottom:1px dotted rgba(255,255,255,.32)}\n.dwe a.dwe-gl:hover{color:var(--teal);border-bottom-color:var(--teal)}\n<\/style>\n\n<div class=\"dwe\">\n\n  <!-- \u2500\u2500 HERO \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 -->\n  <div class=\"hero\">\n    <div class=\"wrap\">\n      <h1>Adopting AI<\/h1>\n      <p class=\"lede\">Together, we determine where artificial intelligence truly adds value to your organization \u2013 in work processes as well as in products and services. Our services are designed for organizations of all sizes and AI maturity levels. <\/p>\n      <p class=\"lede-2\">There are five stages between 'We should do something with AI' and a system that makes decisions in day-to-day operations. We follow them in this order \u2013 and only as far as it remains cost-effective for you. <\/p>\n    <\/div>\n  <\/div>\n\n  <!-- \u2500\u2500 METHODE \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 -->\n  <div class=\"methode\">\n    <div class=\"wrap\">\n\n      <div class=\"flow\">\n\n        <div class=\"steps\">\n\n          <article class=\"step\">\n            <div class=\"step-h\">\n              <span class=\"label\">Stage 01<\/span>\n              <h3>Discovery<\/h3>\n            <\/div>\n            <p class=\"t\">Before we discuss AI, we examine the processes. Where do delays occur, where is there duplication of work, and where do errors arise? <\/p>\n            <p class=\"punch\">A bad process remains a bad process \u2013 even with AI.<\/p>\n            <p class=\"t\">We speak with stakeholders, examine the available data, and evaluate each use case based on impact, feasibility, and regulatory obligations. Simultaneously, we map out your existing AI landscape, including shadow AI \u2013 the tools that have long been in use without official approval. <\/p>\n            <p class=\"t\">The result is a basis for deciding for or against the use of AI tools.<\/p>\n          <\/article>\n\n          <article class=\"step\">\n            <div class=\"step-h\">\n              <span class=\"label\">Stage 02<\/span>\n              <h3>Conceptualization<\/h3>\n            <\/div>\n            <p class=\"t\">Target vision, architecture, KPIs, guardrails. And a question that needs to be clarified early on, as much depends on it: <strong>What role do you assume?<\/strong> <\/p>\n            <p class=\"t\">Anyone who purchases and uses an AI system is an <em><a class=\"dwe-gl\" href=\"https:\/\/www.deepwraite.de\/en\/governance-glossary\/#dwg-betreiber\">deployer<\/a><\/em>. Anyone who significantly modifies it, offers it under their own name, or uses it for a purpose other than intended becomes a <em><a class=\"dwe-gl\" href=\"https:\/\/www.deepwraite.de\/en\/governance-glossary\/#dwg-anbieter\">provider<\/a><\/em> \u2013 with significantly broader obligations. This threshold is crossed faster than most think: a fine-tuned model, a shared tool, a new use case.  <\/p>\n            <p class=\"punch\">We clarify the role for each system, not globally for the company. And we document what would cause that role to shift. <\/p>\n            <p class=\"t\">This is also where governance documents are created: the draft registry entry, the points where human approval is required, and the risk classification. For us, 'Compliance by Design' means it is part of the blueprint, not an addendum. <\/p>\n          <\/article>\n\n          <article class=\"step\">\n            <div class=\"step-h\">\n              <span class=\"label\">Stage 03<\/span>\n              <h3>MVP Sprint<\/h3>\n            <\/div>\n            <p class=\"t\">Depending on complexity and infrastructure, we build either ourselves or with specialized partners. But always with test cases, full logging, and approval points that cannot be technically bypassed. <\/p>\n            <p class=\"t\">And with a question that is almost always asked too late in AI projects: <strong>Can this actually be used in everyday operations?<\/strong> An approval point that requires three clicks too many will be bypassed \u2013 using a secondary account, copy-pasting into a private tool, or through a colleague who has the necessary permissions.<\/p>\n            <p class=\"punch\">Governance is then merely documented, but not put into practice.<\/p>\n          <\/article>\n\n          <article class=\"step\">\n            <div class=\"step-h\">\n              <span class=\"label\">Stage 04<\/span>\n              <h3>Pilot<\/h3>\n            <\/div>\n            <p class=\"t\">An MVP runs under test conditions. A pilot runs under real-world conditions. With real users, real edge cases, and complications that no one foresaw. That is precisely why this stage holds the most surprises.   <\/p>\n            <p class=\"t\">This is where what remains invisible in the lab becomes clear: How often does a human actually intervene \u2013 and if never, is that due to a good system or just habit? Are the thresholds set correctly, or do they generate so many alerts that no one pays attention anymore? What happens on a Friday afternoon when the interface fails and no one is around?  <\/p>\n            <p class=\"t\">We measure against the KPIs from Stage 2, test the incident response path in a real-world scenario, recalibrate the thresholds, and train the people who will be working with it.<\/p>\n            <p class=\"punch\">The result is a rollout decision based on data \u2013 not on gut feeling.<\/p>\n          <\/article>\n\n          <article class=\"step\">\n            <div class=\"step-h\">\n              <span class=\"label\">Stage 05<\/span>\n              <h3>Operations & Governance<\/h3>\n            <\/div>\n            <p class=\"t\">An AI system is not a piece of furniture that you just place in the office. Maintaining registries, monitoring models, checking permissions, training people, documenting incidents, evaluating changes \u2013 <strong>governance is a process with deadlines, responsibilities, and follow-ups.<\/strong> <\/p>\n            <p class=\"t\">This is exactly why AI management systems like our <strong>AIMS Starter<\/strong> based on <a class=\"dwe-gl\" href=\"https:\/\/www.deepwraite.de\/en\/governance-glossary\/#dwg-iso-42001\">ISO\/IEC 42001<\/a> exist. They turn individual measures into a control loop: setting goals, assessing risks, implementing measures, monitoring, and adjusting in the <a class=\"dwe-gl\" href=\"https:\/\/www.deepwraite.de\/en\/governance-glossary\/#dwg-management-review\">management review<\/a>. <\/p>\n          <\/article>\n\n        <\/div>\n\n        <aside class=\"visual\">\n          <!-- \u25bc BILDSLOT \u2014 src auf die Mediathek-URL setzen.\n               Transparentes PNG\/WebP, empfohlene Breite 820 px. -->\n          <figure class=\"visual-fig\">\n            <img loading=\"lazy\" class=\"visual-img\" src=\"\/wp-content\/uploads\/2026\/08\/deepwraite-sphere.png\" width=\"820\" height=\"772\" loading=\"lazy\" decoding=\"async\" alt=\"Deepwraite signet: a dark sphere with a mesh structure, enclosed by glowing turquoise rings.\">\n          <\/figure>\n          <!-- \u25b2 ENDE BILDSLOT -->\n        <\/aside>\n\n      <\/div>\n\n      \n\n    <\/div>\n  <\/div>\n\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0a91923 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"0a91923\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cf0f24e\" data-id=\"cf0f24e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62fa94c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"62fa94c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A good conversation.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e629965 elementor-widget elementor-widget-text-editor\" data-id=\"e629965\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>If you want to find out whether and how artificial intelligence makes sense for your company, or how to set up and successfully operate an AI management system based on ISO\/IEC 42001 \u2013 get in touch with us. An initial consultation takes 30 to 45 minutes and is non-binding. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddc82ec elementor-widget elementor-widget-button\" data-id=\"ddc82ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.deepwraite.de\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Adopting AI Together, we determine where artificial intelligence truly adds value to your organization \u2013 in work processes as well as in products and services. Our services are designed for organizations of all sizes and AI maturity levels. There are five stages between &#8216;We should do something with AI&#8217; and a system that makes decisions [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-3100","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/pages\/3100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/comments?post=3100"}],"version-history":[{"count":16,"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/pages\/3100\/revisions"}],"predecessor-version":[{"id":3317,"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/pages\/3100\/revisions\/3317"}],"wp:attachment":[{"href":"https:\/\/www.deepwraite.de\/en\/wp-json\/wp\/v2\/media?parent=3100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}