{"id":4655,"date":"2026-07-21T09:07:33","date_gmt":"2026-07-21T09:07:33","guid":{"rendered":"https:\/\/wearehandson.de\/?p=4655"},"modified":"2026-07-21T20:36:37","modified_gmt":"2026-07-21T20:36:37","slug":"ai-operating-model-blueprint","status":"publish","type":"post","link":"https:\/\/wearehandson.de\/en\/ai-operating-model-blueprint\/","title":{"rendered":"The HandsOn AI Operating Model: Six Domains, One Interface"},"content":{"rendered":"<style>.kb-row-layout-id4655_5d6be9-45 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_5d6be9-45 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_5d6be9-45 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:100px;padding-right:20px;padding-bottom:60px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4655_5d6be9-45{background-color:#FFFFFF;}.kb-row-layout-id4655_5d6be9-45 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_5d6be9-45 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4655_5d6be9-45 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_72695e-2a { position:relative; overflow:hidden; }nbody:not(.block-editor-page) .kb-row-layout-id1685_72695e-2a::before { content:''; position:absolute; top:-20%; right:-10%; width:55%; height:120%; background:radial-gradient(ellipse at center,rgba(158,0,210,0.12) 0%,transparent 65%); pointer-events:none; z-index:0; }nbody:not(.block-editor-page) .kb-row-layout-id1685_72695e-2a u003e .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_5d6be9-45 alignnone kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_bb3a30-8f > .kt-inside-inner-col,.kadence-column4655_bb3a30-8f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_bb3a30-8f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_bb3a30-8f > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_bb3a30-8f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_bb3a30-8f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_bb3a30-8f{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_bb3a30-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_bb3a30-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_bb3a30-8f\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">Organization Design for AI \u00b7 Whitepaper<\/h6>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#0A0A0A;font-size:48px;font-weight:800;letter-spacing:-0.03em;line-height:1.08\">The HandsOn AI Operating Model<\/h1>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#8C8C8C;font-size:18px;font-weight:400;line-height:1.65\">Six design domains. One Human-AI Interface at the core. The executive summary of our foundational whitepaper \u2014 the blueprint we use to redesign Organizations for the AI era.<\/h3>\n\n\n<style>.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:8px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4655_0e7f67-dc{background-color:transparent;}.kb-row-layout-id4655_0e7f67-dc > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap{padding-top:8px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 1024px){.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 767px){.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_0e7f67-dc > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_0e7f67-dc alignnone kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col,.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_f1bcb6-16{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_f1bcb6-16 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_f1bcb6-16\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#8C8C8C;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">6 min read<\/h6>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col,.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_9bcc7c-a9{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_9bcc7c-a9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_9bcc7c-a9\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">July 21, 2026<\/h6>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_aef939-16 > .kt-inside-inner-col,.kadence-column4655_aef939-16 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_aef939-16 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_aef939-16 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_aef939-16 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_aef939-16 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_aef939-16{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_aef939-16 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_aef939-16 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_aef939-16\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#8C8C8C;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">HandsOn Insights<\/h6>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns4655_bbe1c4-0e{padding-top:var(--global-kb-spacing-md, 2rem);gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btns4655_bbe1c4-0e .kt-button{font-weight:normal;font-style:normal;}.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns4655_bbe1c4-0e .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns4655_bbe1c4-0e\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn4655_1469f7-82.kb-button{width:initial;}<\/style><a class=\"kb-button kt-button button kb-btn4655_1469f7-82 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/wearehandson.de\/wp-content\/uploads\/2026\/07\/The-HandsOn-AI-Operating-Model-Whitepaper.pdf\"><span class=\"kt-btn-inner-text\">Download Full WHitepaper<\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4655_c271ac-5d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_c271ac-5d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_c271ac-5d > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:40px;padding-right:20px;padding-bottom:60px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4655_c271ac-5d{background-color:#FFFFFF;}.kb-row-layout-id4655_c271ac-5d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_c271ac-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4655_c271ac-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_c271ac-5d alignnone kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_7011fb-a6 > .kt-inside-inner-col,.kadence-column4655_7011fb-a6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_7011fb-a6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_7011fb-a6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_7011fb-a6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_7011fb-a6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_7011fb-a6{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_7011fb-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_7011fb-a6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_7011fb-a6\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:19px;font-weight:400;line-height:1.75\">Everyone is writing about how the real challenge of AI transformation lies in adapting the organization and its operating model to the new realities. At the same time, no one is offering a clear roadmap for how to systematically address this challenge. That\u2019s exactly where the HandsOn AI Operating Model comes in. This article is the executive summary of our foundational white paper: The HandsOn AI Operating Model\u2014Two Layers, Six Domains, One Interface.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">Why an Operating Model Is Essential for the Effective Deployment of AI<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">McKinsey has found that AI high performers\u2014that is, the nearly 6% of companies that attribute more than 5% of their EBIT to AI\u2014are nearly three times more likely to have fundamentally redesigned their workflows. In their latest paper, \u201cThe Operating Model Advantage: Why AI Winners Are Rewiring Their Organizations,\u201d they explore this topic in detail. When it comes to AI transformation, the central question is therefore whether an organization has structurally positioned itself appropriately for the use of AI. The choice of technology lies one level below and plays a relatively minor role in successful organizations.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The consulting market provides AI strategies, maturity models, and governance checklists. These describe where an organization stands today. What\u2019s missing is the answer to the question of how an organization must be structurally reorganized so that AI can function within it. The HandsOn AI Operating Model closes precisely this gap. We have translated Galbraith\u2019s Star Model, the center-led structures of Kates and Kesler, Warren\u2019s axiomatic design, and the work of Jeroen van Bree into the AI-native context and used them to build a blueprint that helps organizations position themselves optimally for the age of AI.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">The architecture: two layers, six domains, one core<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The model organizes organizational work across two levels. The Foundation Layer clarifies what management must decide from an architectural perspective: strategy, structure, and system governance. The Activation Layer clarifies how work actually proceeds in the context of AI: decision architecture, process design, and capabilities. At the center of both layers lies the Human-AI Interface: it defines the collaboration between humans and AI systems.<\/p>\n\n\n<style>.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4655_1fdac1-9f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_1fdac1-9f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_1fdac1-9f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_03f727-ec > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_03f727-ec > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4655_03f727-ec > .kt-inside-inner-col,.kadence-column4655_03f727-ec > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_03f727-ec > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_03f727-ec > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_03f727-ec > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_03f727-ec > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_03f727-ec > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_03f727-ec{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_03f727-ec > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_03f727-ec > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_03f727-ec\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D01 \u00b7 Foundation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Strategy &amp; Value Architecture<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">Where AI creates competitive advantage, where only efficiency. Use-case portfolio, build\/buy\/partner, cost of autonomy, in-house versus outsourced.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_d86c58-1e > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col,.kadence-column4655_d86c58-1e > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_d86c58-1e > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_d86c58-1e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_d86c58-1e{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_d86c58-1e > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_d86c58-1e > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_d86c58-1e\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D02 \u00b7 Foundation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Organizational Structure<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">Central CoE, federated model, or center-led hybrid with an AI Hub and Embedded AI Leads. Reporting lines, AI Owner and AI Steward roles.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_04430a-4a > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_04430a-4a > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4655_04430a-4a > .kt-inside-inner-col,.kadence-column4655_04430a-4a > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_04430a-4a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_04430a-4a > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_04430a-4a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_04430a-4a > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_04430a-4a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_04430a-4a{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_04430a-4a > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_04430a-4a > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_04430a-4a\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D03 \u00b7 Foundation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">System Governance<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">Selection of the appropriate governance framework, risk tiering according to the EU AI Act, designated responsibilities per system, lifecycle governance.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4655_3756c4-d2 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4655_3756c4-d2 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_3756c4-d2 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col,.kadence-column4655_1e42e4-06 > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_1e42e4-06 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_1e42e4-06{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_1e42e4-06 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_1e42e4-06\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#C600FF;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D04 \u00b7 Activation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Decision Architecture<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">The decision rights registry. For every decision type: which role decides at which autonomy level, and who can change that assignment. Escalation paths documented.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_96c74d-92 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col,.kadence-column4655_96c74d-92 > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_96c74d-92 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_96c74d-92 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_96c74d-92{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_96c74d-92 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_96c74d-92 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_96c74d-92\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#C600FF;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D05 \u00b7 Activation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Process &amp; Workflow Architecture<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">AI Overlay, AI-Integrated Redesign, AI-First Design \u2014 three approaches in parallel. Which process gets which treatment, in what sequence, at what investment.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col,.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col:before{border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:8px;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_cfeb81-b0{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_cfeb81-b0 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_cfeb81-b0\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#C600FF;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">D06 \u00b7 Activation<\/h6>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Capabilities &amp; Culture<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">Differentiated learning paths for five audiences from C-suite to frontline. The board decision on a high-risk system demands a different competency than daily copilot use.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">At its core are four levels of autonomy\u2014ranging from \u201cHuman-in-the-Loop,\u201d where every AI recommendation is confirmed by a human, to \u201cHuman-in-the-Exception,\u201d where AI operates autonomously and humans intervene only in borderline cases. Four design questions structure the approach for each decision type: Who decides? Who is liable? How does the system learn? Where are the limits?<\/p>\n\n\n<style>.kb-row-layout-id4655_c4f4c7-cd > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_c4f4c7-cd > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_c4f4c7-cd > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4655_c4f4c7-cd > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_c4f4c7-cd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4655_c4f4c7-cd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_c4f4c7-cd alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{padding-top:24px;padding-right:32px;padding-bottom:24px;padding-left:32px;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{border-left:4px solid #9E00D2;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col,.kadence-column4655_4c63c8-7b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:8px;border-bottom-right-radius:8px;border-bottom-left-radius:0px;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4655_4c63c8-7b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_4c63c8-7b{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_4c63c8-7b > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_4c63c8-7b\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#0A0A0A;font-size:24px;font-style:italic;font-weight:800;letter-spacing:-0.02em;line-height:1.35\">In most organizations today, the human-AI interface exists unconsciously. It has evolved historically from individual tool decisions, approval workflows, and exception rules, but no one has a comprehensive view of the big picture.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">Why We Deliberately Omit a Technology Domain<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The model does not include a technology domain. Technology is a prerequisite for everything the model describes: D01 requires data infrastructure, D03 requires monitoring and logging, and D04 requires decision logging. We address these prerequisites in every project. They belong in procurement strategy, IT architecture, and platform strategy.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Specifically, this means: The question \u201cWhich LLM platform do we use?\u201d belongs on the procurement agenda. The question \u201cHow do we manage the decisions this system makes on our behalf?\u201d belongs on the organizational design agenda.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">The Maturity Continuum \u2014 and the most dangerous position<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The white paper introduces a maturity continuum ranging from Stage 0 (Unstructured) through Stage 1 (Augmented) and Stage 2 (Embedded) to Stage 3 (Agentic). An organization\u2019s maturity level is determined by the configuration of all six domains. The HandsOn AI Operating Model uses the Multidimensional Maturity Profile across the six domains to determine maturity in detail.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">The Transition Architecture<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Chosing the right framework is only half the battle. Knowing how to move from one stage to the next is the other half. The Transition Architecture in the white paper describes, for the three critical transitions between Stages 0, 1, 2, and 3, which domains should be addressed first, which sequencing errors can derail the transformation, and which leadership decisions are embedded in each stage. This section is the operational core of the document and thus bridges the gap to implementation.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide ho-divider\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">Three questions for your next board meeting<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">If your leadership team can answer three questions cleanly today, you are already in the transition from Stage 1 to Stage 2. If not, the root cause of your pilot-to-production gap sits in the operating model.<\/p>\n\n\n<style>.kb-row-layout-id4655_b0976d-76 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_b0976d-76 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_b0976d-76 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4655_b0976d-76 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_b0976d-76 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4655_b0976d-76 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_b0976d-76 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_6e3912-5d > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col,.kadence-column4655_6e3912-5d > .kt-inside-inner-col:before{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_6e3912-5d > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4655_6e3912-5d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_6e3912-5d{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_6e3912-5d > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_6e3912-5d > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_6e3912-5d\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">Q01 \u00b7 Decision Architecture<\/h6>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:36px;font-weight:800;letter-spacing:-0.03em;line-height:1.0\">01<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Are your autonomy levels formally set?<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">For which decision types is it formally set at which autonomy level AI is allowed to operate, and who signed off on that assignment?<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col,.kadence-column4655_70dbb3-61 > .kt-inside-inner-col:before{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4655_70dbb3-61 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_70dbb3-61{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_70dbb3-61 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_70dbb3-61\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">Q02 \u00b7 System Governance<\/h6>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:36px;font-weight:800;letter-spacing:-0.03em;line-height:1.0\">02<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Do you know who owns each system?<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">Who is the named AI Owner and AI Steward for each system in production, and how often do we review that assignment?<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4655_dd903f-12 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col,.kadence-column4655_dd903f-12 > .kt-inside-inner-col:before{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_dd903f-12 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4655_dd903f-12 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_dd903f-12{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_dd903f-12 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_dd903f-12 > .kt-inside-inner-col{border-top:1px solid #E6E6E6;border-right:1px solid #E6E6E6;border-bottom:1px solid #E6E6E6;border-left:1px solid #E6E6E6;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_dd903f-12\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">Q03 \u00b7 Process Architecture<\/h6>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#9E00D2;font-size:36px;font-weight:800;letter-spacing:-0.03em;line-height:1.0\">03<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#0A0A0A;font-size:18px;font-weight:800;letter-spacing:-0.01em;line-height:1.3\">Which core process was redesigned end-to-end?<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">Which core process has been redesigned end-to-end for AI, rather than getting AI as an overlay on an existing process?<\/p>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4655_b13b84-b6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4655_b13b84-b6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4655_b13b84-b6 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:80px;padding-right:24px;padding-bottom:80px;padding-left:24px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4655_b13b84-b6{background-color:#0A0A0A;}.kb-row-layout-id4655_b13b84-b6 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4655_b13b84-b6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4655_b13b84-b6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_a1b319-87 { position:relative; overflow:hidden; }nbody:not(.block-editor-page) .kb-row-layout-id1685_a1b319-87::before { content:''; position:absolute; top:-20%; right:-10%; width:55%; height:120%; background:radial-gradient(ellipse at center,rgba(158,0,210,0.22) 0%,transparent 65%); pointer-events:none; z-index:0; }nbody:not(.block-editor-page) .kb-row-layout-id1685_a1b319-87 u003e .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4655_b13b84-b6 alignnone kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4655_73d42c-8f > .kt-inside-inner-col,.kadence-column4655_73d42c-8f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column4655_73d42c-8f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4655_73d42c-8f > .kt-inside-inner-col{flex-direction:column;}.kadence-column4655_73d42c-8f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4655_73d42c-8f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4655_73d42c-8f{position:relative;}@media all and (max-width: 1024px){.kadence-column4655_73d42c-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4655_73d42c-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4655_73d42c-8f\"><div class=\"kt-inside-inner-col\">\n<h6 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#DA6DFF;font-size:11px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase\">Read the whitepaper. Book the diagnostic.<\/h6>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-text-color\" style=\"color:#FFFFFF;font-size:32px;font-weight:800;letter-spacing:-0.025em;line-height:1.2\">Six domains. One interface. A blueprint for the AI-native organization.<\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color wp-block-paragraph\" style=\"color:#B2B2B2;font-size:17px;line-height:1.7\">The whitepaper lays out all six domains in depth, the four autonomy levels of the Human-AI Interface, the Maturity Continuum, and the Transition Architecture. The Diagnostic is a four-to-six-week engagement that ends with a Multidimensional Maturity Profile, a gap analysis, and a prioritized design agenda for your leadership team.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-f6d872f4 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-color has-background has-custom-font-size wp-element-button\" href=\"\/wp-content\/uploads\/2026\/05\/The-HandsOn-AI-Operating-Model-Foundational-Whitepaper.pdf\" style=\"border-radius:4px;color:#FFFFFF;background-color:#9E00D2;font-size:12px;font-weight:800;letter-spacing:0.08em;text-transform:uppercase\">Read the Whitepaper \u2192<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Organization Design for AI \u00b7 Whitepaper The HandsOn AI Operating Model Six design domains. One Human-AI Interface at the core. The executive summary of our foundational whitepaper \u2014 the blueprint we use to redesign Organizations for the AI era. 6 min read July 21, 2026 HandsOn Insights Everyone is writing about how the real challenge&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"hide","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[9],"tags":[20,38,40,36,39],"class_list":["post-4655","post","type-post","status-publish","format-standard","hentry","category-whitepaper","tag-ai-operating-model","tag-human-ai-interface","tag-maturity-model","tag-organization-design","tag-whitepaper"],"_links":{"self":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/comments?post=4655"}],"version-history":[{"count":7,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4655\/revisions"}],"predecessor-version":[{"id":4669,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4655\/revisions\/4669"}],"wp:attachment":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/media?parent=4655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/categories?post=4655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/tags?post=4655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}