{"id":4619,"date":"2026-07-03T10:03:51","date_gmt":"2026-07-03T10:03:51","guid":{"rendered":"https:\/\/wearehandson.de\/?p=4619"},"modified":"2026-07-03T11:50:19","modified_gmt":"2026-07-03T11:50:19","slug":"ai-framework-comparison-organization-gap","status":"publish","type":"post","link":"https:\/\/wearehandson.de\/en\/ai-framework-comparison-organization-gap\/","title":{"rendered":"The AI Framework Paradox: Ten Standards, One Gap"},"content":{"rendered":"<style>.kb-row-layout-id4619_bef8a1-e1 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_bef8a1-e1 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_bef8a1-e1 > .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-id4619_bef8a1-e1{background-color:#FFFFFF;}.kb-row-layout-id4619_bef8a1-e1 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_bef8a1-e1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_bef8a1-e1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_fphero-01 { position:relative; overflow:hidden; }body:not(.block-editor-page) .kb-row-layout-id1685_fphero-01::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; }body:not(.block-editor-page) .kb-row-layout-id1685_fphero-01 > .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_bef8a1-e1 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-column4619_c6d9ab-8f > .kt-inside-inner-col,.kadence-column4619_c6d9ab-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-column4619_c6d9ab-8f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_c6d9ab-8f > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_c6d9ab-8f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_c6d9ab-8f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_c6d9ab-8f{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_c6d9ab-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_c6d9ab-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_c6d9ab-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 Insight<\/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 AI Framework Paradox \u2014 Why Ten Standards Don&#8217;t Close the Organization Gap<\/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\">NIST, ISO 42001, the EU AI Act, McKinsey, BCG, Bain, Deloitte, Microsoft, Google. Ten dominant standards govern risk, law, strategy and values. Not one takes organization design apart as the primary object of design.<\/h3>\n\n\n<style>.kb-row-layout-id4619_d8833e-04 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_d8833e-04 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_d8833e-04 > .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-id4619_d8833e-04 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_d8833e-04 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4619_d8833e-04{background-color:transparent;}.kb-row-layout-id4619_d8833e-04 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_d8833e-04 > .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-id4619_d8833e-04 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 767px){.kb-row-layout-id4619_d8833e-04 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_d8833e-04 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_d8833e-04 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-column4619_7f4ea5-d4 > .kt-inside-inner-col,.kadence-column4619_7f4ea5-d4 > .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-column4619_7f4ea5-d4 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_7f4ea5-d4 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_7f4ea5-d4 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_7f4ea5-d4 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_7f4ea5-d4{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_7f4ea5-d4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_7f4ea5-d4 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_7f4ea5-d4\"><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\">9 min read<\/h6>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_382a3a-74 > .kt-inside-inner-col,.kadence-column4619_382a3a-74 > .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-column4619_382a3a-74 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_382a3a-74 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_382a3a-74 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_382a3a-74 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_382a3a-74{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_382a3a-74 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_382a3a-74 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_382a3a-74\"><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\">June 24, 2026<\/h6>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_cae83f-d7 > .kt-inside-inner-col,.kadence-column4619_cae83f-d7 > .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-column4619_cae83f-d7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_cae83f-d7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_cae83f-d7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_cae83f-d7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_cae83f-d7{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_cae83f-d7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_cae83f-d7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_cae83f-d7\"><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><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4619_22734d-65 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_22734d-65 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_22734d-65 > .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-id4619_22734d-65{background-color:#FFFFFF;}.kb-row-layout-id4619_22734d-65 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_22734d-65 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_22734d-65 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_22734d-65 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-column4619_780358-c6 > .kt-inside-inner-col,.kadence-column4619_780358-c6 > .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-column4619_780358-c6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_780358-c6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_780358-c6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_780358-c6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_780358-c6{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_780358-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_780358-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_780358-c6\"><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\">In three years the global AI market built a dense stack of standards \u2014 NIST AI RMF, ISO\/IEC 42001, the EU AI Act, the OECD Principles, plus the operating-model contributions from McKinsey, BCG, Bain and Deloitte and the responsible-AI stacks from Microsoft and Google. Yet, they adress single problems and fail to solve the overarching organizational challenge in a holistic way. <\/p>\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\">Where the market stands<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The gap between available guidance and measurable impact has rarely been wider. On one side: a dense, differentiated stack of mandatory regulatory frameworks, consulting models and values charters. On the other: McKinsey&#8217;s 2025 State of AI survey (N=1,993), which names workflow redesign as the single strongest predictor of EBIT impact from AI \u2014 well ahead of algorithms, data and models. Only one conclusion fits both findings. The market-leading frameworks do not address the dimension that produces impact.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The reason sits in how the stack was built. NIST AI RMF grew out of risk-management methodology. ISO\/IEC 42001 follows the structure of management-system standards. The EU AI Act is legal text. The consulting models from McKinsey, BCG, Bain and Deloitte abstract from transformation programs. The responsible-AI stacks from Microsoft and Google reflect vendor governance. Not one of these frameworks was built from organization-design methodology.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">This is a structural blind spot, and it is built into the origins of the stack. <strong>Organization design<\/strong>, as an integrated architecture across structure, decision rights, roles, human-AI interfaces and capabilities, is the primary design layer in none of the tier-1 frameworks. The analysis below shows exactly where the limits run.<\/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\">Which frameworks shape the discourse today<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The standard stack has separated into three distinct layers, with an academic layer underneath supplying the method.<\/p>\n\n\n<style>.kb-row-layout-id4619_d64e4f-69 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_d64e4f-69 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_d64e4f-69 > .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:repeat(2, minmax(0, 1fr));}.kb-row-layout-id4619_d64e4f-69 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_d64e4f-69 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4619_d64e4f-69 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_d64e4f-69 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4619_0823f0-23 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_0823f0-23 > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_0823f0-23 > .kt-inside-inner-col,.kadence-column4619_0823f0-23 > .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-column4619_0823f0-23 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_0823f0-23 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_0823f0-23 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_0823f0-23 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_0823f0-23 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_0823f0-23{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_0823f0-23 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_0823f0-23 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_0823f0-23\"><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\">Layer 1 \u00b7 Regulatory &amp; procedural<\/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\">NIST \u00b7 ISO 42001 \u00b7 EU AI Act<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">NIST AI RMF (US, voluntary \u2014 de facto regulatory via FTC, SEC and FDA references), ISO\/IEC 42001 (internationally certifiable, since 12\/2023), the EU AI Act (binding law since August 2024, phased through 2027). These govern risk, auditability and legal obligations. Bitkom positions ISO 42001 as the DACH baseline for EU AI Act compliance.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_cc7224-5c > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_cc7224-5c > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_cc7224-5c > .kt-inside-inner-col,.kadence-column4619_cc7224-5c > .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-column4619_cc7224-5c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_cc7224-5c > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_cc7224-5c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_cc7224-5c > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_cc7224-5c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_cc7224-5c{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_cc7224-5c > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_cc7224-5c > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_cc7224-5c\"><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\">Layer 2 \u00b7 Consulting models<\/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\">McKinsey \u00b7 BCG \u00b7 Bain \u00b7 Deloitte<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">McKinsey&#8217;s \u201cAgentic Organization\u201d (five pillars) and its April 2026 \u201cAI Transformation Manifesto\u201d (twelve imperatives, incl. Theme 10 \u201cNo trust, no right to deploy AI\u201d). BCG&#8217;s 10-20-70 rule and \u201cEnterprise as Code.\u201d Bain&#8217;s five-dimension operating model. Deloitte&#8217;s three-layer model and Trustworthy AI framework.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4619_599e4c-b2 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_599e4c-b2 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_599e4c-b2 > .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:repeat(2, minmax(0, 1fr));}.kb-row-layout-id4619_599e4c-b2 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_599e4c-b2 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4619_599e4c-b2 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_599e4c-b2 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col,.kadence-column4619_43fd4e-73 > .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-column4619_43fd4e-73 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_43fd4e-73 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_43fd4e-73{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_43fd4e-73 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_43fd4e-73\"><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\">Layer 3 \u00b7 Values &amp; vendor<\/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\">OECD \u00b7 Microsoft \u00b7 Google<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">OECD AI Principles as the global normative anchor (2019, updated 2024). Microsoft&#8217;s Responsible AI Standard v2 (six principles). Google&#8217;s AI Principles in the 2025 revision (five principles). Microsoft documents 67 red-team operations in 2024 \u2014 an operational depth the standards frameworks have no counterpart for.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col,.kadence-column4619_7ded3a-9b > .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-column4619_7ded3a-9b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_7ded3a-9b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_7ded3a-9b{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_7ded3a-9b > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_7ded3a-9b\"><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\">Academic 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\">MIT CISR \u00b7 Galbraith Star<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14px;line-height:1.6\">MIT CISR published four enterprise-IT operating models for the AI age in December 2025 (39 interviews, survey N=152). The Galbraith Star Model remains the methodological foundation of any operating-model theory \u2014 though it was never designed for AI.<\/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\">The comparison matrix<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Seven dimensions cover what an AI implementation actually has to get right, from why (strategy) through to what with (data and technology). They are mutually exclusive and collectively exhaustive: strategy sets the why, governance the guardrails, operating model the who, decision rights the authority over AI actions, process the flow of work, capability the people, and data and technology the machine layer. A consolidated view of the ten dominant frameworks against these seven dimensions shows the pattern. The top row states each framework\u2019s primary focus as a plain descriptor; the seven rows below it carry the ratings.<\/p>\n\n\n\n<div style=\"overflow-x:auto;-webkit-overflow-scrolling:touch;margin:28px 0;border:1px solid #E6E6E6;border-radius:8px;font-family:Montserrat,sans-serif\">\n<table style=\"border-collapse:collapse;min-width:900px;width:100%;font-size:12px;line-height:1.4\">\n<thead>\n<tr style=\"background:#0A0A0A\">\n<th style=\"text-align:left;padding:12px 14px;color:#FFFFFF;font-weight:800;font-size:11px;letter-spacing:0.02em;position:sticky;left:0;background:#0A0A0A;min-width:190px\">Dimension<\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>NIST<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">AI RMF<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>ISO\/IEC<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">42001<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>EU<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">AI Act<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>OECD<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">AI Principles<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>McKinsey<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">Agentic Organization<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>BCG<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">Enterprise as Code<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>Bain<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">Operating Model for AI<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>Deloitte<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">Trustworthy AI<\/div><\/th>\n<th style=\"text-align:center;padding:12px 8px;color:rgba(255,255,255,0.85);font-weight:700;font-size:10.5px\"><div>MS \/ Google<\/div><div style=\"font-weight:500;font-size:9px;color:rgba(255,255,255,0.5);margin-top:3px;line-height:1.25\">Responsible AI<\/div><\/th>\n<th style=\"text-align:center;padding:12px 10px;color:#DA6DFF;font-weight:800;font-size:10.5px;background:#1C1C1C;min-width:120px\"><div>HandsOn AIM<\/div><div style=\"font-weight:600;font-size:9px;color:rgba(218,109,255,0.8);margin-top:3px;line-height:1.25\">AI Operating Model<\/div><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"background:#FFFFFF;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FFFFFF\">Primary focus<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Risk<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Mgmt system<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Law<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Values<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Strategy<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Process<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Operating model<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Governance<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">Vendor stack<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">Organization design<\/td>\n<\/tr>\n<tr style=\"background:#FBFBFB;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FBFBFB\">Strategy &amp; value<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FFFFFF;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FFFFFF\">Governance &amp; risk<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FBFBFB;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FBFBFB\">Operating model &amp; roles<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FFFFFF;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FFFFFF\">Decision rights &amp; autonomy<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FBFBFB;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FBFBFB\">Process &amp; workflow<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#B2B2B2\">&mdash;<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FFFFFF;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FFFFFF\">People &amp; capability<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+++<\/td>\n<\/tr>\n<tr style=\"background:#FBFBFB;border-top:1px solid #E6E6E6\">\n<td style=\"padding:11px 14px;color:#0A0A0A;font-weight:700;position:sticky;left:0;background:#FBFBFB\">Data &amp; technology<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">++<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+<\/td>\n<td style=\"text-align:center;padding:11px 8px;color:#464646\">+++<\/td>\n<td style=\"text-align:center;padding:11px 10px;color:#9E00D2;font-weight:800;background:#F7F2FF\">+<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div style=\"font-family:Montserrat,sans-serif;font-size:12px;line-height:1.6;color:#8C8C8C;margin:0 0 8px\">Legend: <strong style=\"color:#464646\">+++<\/strong> explicit, methodologically developed \u00b7 <strong style=\"color:#464646\">++<\/strong> addressed \u00b7 <strong style=\"color:#464646\">+<\/strong> implicit \u00b7 <strong style=\"color:#464646\">&mdash;<\/strong> absent.<\/div>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The picture is clear. The standard stack covers governance, risk and strategy with real depth, and the vendor stacks own data and technology. The organizational core, the operating model, decision rights, process and capability that turn AI pilots into production, is where coverage thins. <strong>Organization design<\/strong>, as an integrated architecture across every layer, stays vacant. HandsOn AIM scores itself lowest on data and technology by design: that is the vendors\u2019 layer, and the point of organization first, technology second.<\/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\">What the frameworks systematically miss<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Seven observations across all frameworks, drawn from the comparison.<\/p>\n\n\n<style>.kb-row-layout-id4619_092394-90 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_092394-90 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_092394-90 > .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-id4619_092394-90 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_092394-90 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_092394-90 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_092394-90 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-column4619_31febc-9b > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_31febc-9b > .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-column4619_31febc-9b > .kt-inside-inner-col,.kadence-column4619_31febc-9b > .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-column4619_31febc-9b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_31febc-9b > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_31febc-9b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_31febc-9b > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_31febc-9b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_31febc-9b{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_31febc-9b > .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-column4619_31febc-9b > .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-column4619_31febc-9b\"><div class=\"kt-inside-inner-col\">\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\">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\">Governance frameworks stop at risk and obligations<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">NIST, ISO 42001 and the EU AI Act govern risk and obligations. They are necessary. They do not answer how an organization has to be structured so those obligations can be met at scale. Article 14 requires a \u201cnatural person with the necessary competence, training and authority\u201d \u2014 which role, which level, which escalation path all stay open.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_f36ce9-d6 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_f36ce9-d6 > .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-column4619_f36ce9-d6 > .kt-inside-inner-col,.kadence-column4619_f36ce9-d6 > .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-column4619_f36ce9-d6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_f36ce9-d6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_f36ce9-d6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_f36ce9-d6 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_f36ce9-d6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_f36ce9-d6{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_f36ce9-d6 > .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-column4619_f36ce9-d6 > .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-column4619_f36ce9-d6\"><div class=\"kt-inside-inner-col\">\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\">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\">Consulting models treat organization as one pillar among many<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">McKinsey&#8217;s five pillars run operating model and governance in parallel, which produces overlap instead of integration. Bain sits closer, because operating model carries the title. Deloitte&#8217;s three-layer model is at heart an org chart \u2014 and tends toward the CoE bottleneck McKinsey itself flags as a stage-1 trap.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_253191-28 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_253191-28 > .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-column4619_253191-28 > .kt-inside-inner-col,.kadence-column4619_253191-28 > .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-column4619_253191-28 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_253191-28 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_253191-28 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_253191-28 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_253191-28 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_253191-28{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_253191-28 > .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-column4619_253191-28 > .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-column4619_253191-28\"><div class=\"kt-inside-inner-col\">\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\">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\">Values frameworks stop at principles<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">OECD, Microsoft and Google operate at the level of principles. Translation into structures happens elsewhere, or nowhere.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_934798-70 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_934798-70 > .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-column4619_934798-70 > .kt-inside-inner-col,.kadence-column4619_934798-70 > .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-column4619_934798-70 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_934798-70 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_934798-70 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_934798-70 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_934798-70 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_934798-70{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_934798-70 > .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-column4619_934798-70 > .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-column4619_934798-70\"><div class=\"kt-inside-inner-col\">\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\">04<\/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\">Compliance dominates capability<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">The entire discourse runs defensive: avoid risk, meet obligations, pass audits. Value creation through structural change stays a side note.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_785c2c-47 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_785c2c-47 > .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-column4619_785c2c-47 > .kt-inside-inner-col,.kadence-column4619_785c2c-47 > .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-column4619_785c2c-47 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_785c2c-47 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_785c2c-47 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_785c2c-47 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_785c2c-47 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_785c2c-47{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_785c2c-47 > .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-column4619_785c2c-47 > .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-column4619_785c2c-47\"><div class=\"kt-inside-inner-col\">\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\">05<\/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\">The human-AI interface is missing as a design object<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">No tier-1 framework treats the organizational relationship between people and AI in decision processes as a dimension in its own right. EU AI Act Article 14 mandates \u201chuman oversight\u201d as a legal requirement and supplies no design grid for it.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_8609b0-54 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_8609b0-54 > .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-column4619_8609b0-54 > .kt-inside-inner-col,.kadence-column4619_8609b0-54 > .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-column4619_8609b0-54 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_8609b0-54 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_8609b0-54 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_8609b0-54 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_8609b0-54 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_8609b0-54{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_8609b0-54 > .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-column4619_8609b0-54 > .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-column4619_8609b0-54\"><div class=\"kt-inside-inner-col\">\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\">06<\/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\">Decision rights stay implicit<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">None of the frameworks defines autonomy levels for AI decisions, escalation paths, or a documented decision-rights registry as a design task of its own \u2014 even though Article 14 makes them legally necessary, McKinsey&#8217;s State of AI data proves their EBIT relevance, and McKinsey&#8217;s own Manifesto names the problem head-on with Theme 10. Naming the gap without operational method is symptomatic of the whole layer.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_2edf15-f8 > .kt-inside-inner-col{padding-top:28px;padding-right:32px;padding-bottom:28px;padding-left:32px;}.kadence-column4619_2edf15-f8 > .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-column4619_2edf15-f8 > .kt-inside-inner-col,.kadence-column4619_2edf15-f8 > .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-column4619_2edf15-f8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_2edf15-f8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_2edf15-f8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_2edf15-f8 > .kt-inside-inner-col{background-color:#FFFFFF;}.kadence-column4619_2edf15-f8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_2edf15-f8{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_2edf15-f8 > .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-column4619_2edf15-f8 > .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-column4619_2edf15-f8\"><div class=\"kt-inside-inner-col\">\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\">07<\/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\">Maturity gets measured on one axis<\/h3>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#464646;font-size:14.5px;line-height:1.7\">Where maturity appears, it sits at the whole-organization level (stage 0\u20134, or front-runner versus follower). Profile-based maturity measured per design domain does not appear in the tier-1 literature.<\/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\">What the HandsOn AI Operating Model does differently<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The HandsOn AI Operating Model was built from organization-design methodology (Galbraith&#8217;s Star Model, Kates\/Kesler center-led structures, Worren&#8217;s axiomatic design), extended explicitly with the AI-native dimension. The claim: the first framework that puts organization first and technology second.<\/p>\n\n\n<style>.kb-row-layout-id4619_37ff28-f9 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_37ff28-f9 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_37ff28-f9 > .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-id4619_37ff28-f9 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_37ff28-f9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_37ff28-f9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_37ff28-f9 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-column4619_b427a7-44 > .kt-inside-inner-col{padding-top:24px;padding-right:32px;padding-bottom:24px;padding-left:32px;}.kadence-column4619_b427a7-44 > .kt-inside-inner-col{border-left:4px solid #9E00D2;}.kadence-column4619_b427a7-44 > .kt-inside-inner-col,.kadence-column4619_b427a7-44 > .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-column4619_b427a7-44 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_b427a7-44 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_b427a7-44 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_b427a7-44 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_b427a7-44 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_b427a7-44{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_b427a7-44 > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_b427a7-44 > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_b427a7-44\"><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\">Six design domains in two layers, held together by a central human-AI interface.<\/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\">The <strong>Foundation layer<\/strong> is what leadership architects. The <strong>Activation layer<\/strong> is what people experience day to day.<\/p>\n\n\n<style>.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_94f091-32 > .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-id4619_94f091-32 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4619_94f091-32 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_94f091-32 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_94f091-32 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-column4619_bbc0de-03 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col,.kadence-column4619_bbc0de-03 > .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-column4619_bbc0de-03 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_bbc0de-03 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_bbc0de-03{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_bbc0de-03 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_bbc0de-03 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_bbc0de-03\"><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 genuine competitive advantage, where only operational efficiency. Use-case portfolio, build\/buy\/partner, cost of autonomy.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col,.kadence-column4619_aa03df-e1 > .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-column4619_aa03df-e1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_aa03df-e1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_aa03df-e1{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_aa03df-e1 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_aa03df-e1\"><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\">Roles, central versus federated, center of excellence, AI Owner, AI Steward, reporting lines.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_7b345d-04 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_7b345d-04 > .kt-inside-inner-col{border-left:3px solid #9E00D2;}.kadence-column4619_7b345d-04 > .kt-inside-inner-col,.kadence-column4619_7b345d-04 > .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-column4619_7b345d-04 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_7b345d-04 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_7b345d-04 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_7b345d-04 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_7b345d-04 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_7b345d-04{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_7b345d-04 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_7b345d-04 > .kt-inside-inner-col{border-left:3px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_7b345d-04\"><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\">Risk tiering, AI ownership, lifecycle governance, feedback-loop architecture \u2014 exactly where NIST RMF, ISO 42001 and the EU AI Act converge without duplicating each other.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_eb3db9-68 > .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-id4619_eb3db9-68 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4619_eb3db9-68 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4619_eb3db9-68 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_eb3db9-68 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-column4619_65121e-66 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_65121e-66 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4619_65121e-66 > .kt-inside-inner-col,.kadence-column4619_65121e-66 > .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-column4619_65121e-66 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_65121e-66 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_65121e-66 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_65121e-66 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_65121e-66 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_65121e-66{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_65121e-66 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_65121e-66 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_65121e-66\"><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\">Who is authorized to let AI decide, at which autonomy level, under which conditions? The HandsOn Decision Rights Registry documents each decision per use case across four defined autonomy levels.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_21688a-b8 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_21688a-b8 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4619_21688a-b8 > .kt-inside-inner-col,.kadence-column4619_21688a-b8 > .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-column4619_21688a-b8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_21688a-b8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_21688a-b8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_21688a-b8 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_21688a-b8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_21688a-b8{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_21688a-b8 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_21688a-b8 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_21688a-b8\"><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\">The distinction between AI overlay, AI-integrated redesign and AI-first process design \u2014 with explicitly designed handoff points between human and machine.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px;}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{border-left:3px solid #C600FF;}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col,.kadence-column4619_ad8b9d-b6 > .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-column4619_ad8b9d-b6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_ad8b9d-b6{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_ad8b9d-b6 > .kt-inside-inner-col{border-left:3px solid #C600FF;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_ad8b9d-b6\"><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\">Role-specific AI competence from Level 1 (Critical Consumer) to Level 4 (AI Orchestrator), plus change management as the cultural precondition.<\/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\"><strong>At the center<\/strong> sits the human-AI interface. Four design questions every domain has to answer: who decides, who is accountable, how the system learns, and what the operating boundaries are. <strong>Maturity<\/strong> is measured per domain across four stages (Latent, Active, Coherent, Embedded), producing a six-domain profile scored on every domain at once \u2014 diagnostically defensible, actionable, comparable.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Four structural differentiators separate this from the standard literature. The framework treats the organization as the primary object of design; risk, compliance and values enter as inputs into D03. Decision architecture exists as a domain of its own, with documented method and a decision-rights registry that records every AI decision per use case with autonomy level and escalation path. The human-AI interface and its four design questions sit at the center and force each of the six domains to answer explicitly who decides, who is accountable, how the system learns, and within which corridors it may operate. And the framework integrates every other standard as an input into D03, removing duplicate work across audit, risk and operating-model programs.<\/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\">What the matrix shows \u2014 and what it cannot<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The comparison matrix gives a clear read on the breadth of the standard stack. What it cannot map is the depth of the gaps, and which of them weigh most under an EBIT lens.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The analytically heaviest gap is D04 Decision Architecture. Every other dimension shows up in at least one tier-1 framework with methodological substance: strategy at McKinsey and BCG, operating model at Bain and Deloitte, governance at NIST and ISO 42001, process at BCG, capability at McKinsey, data and technology at the vendor stacks. Decision architecture (who is authorized to let AI decide, at which autonomy level, under which conditions, with which escalation path) is the primary design task in none of them.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">There is a structural reason. Regulatory frameworks can mandate decision rights (EU AI Act Article 14: \u201chuman oversight\u201d) without designing them. Consulting models can name decision architecture as a pillar without working out the operational method, which would burst the frame of a generic practice guide. Values frameworks operate at the level of principles.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The consequence: organizations that implement the full standard stack end up with risks classified, governance roles formally defined, compliance obligations mapped and strategic priorities set. They have not systematically answered which AI decisions may run at which autonomy level in which processes \u2014 and so they leave open one of the central preconditions for moving pilots into productive value.<\/p>\n\n\n<style>.kb-row-layout-id4619_b7e53f-82 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_b7e53f-82 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_b7e53f-82 > .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-id4619_b7e53f-82 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_b7e53f-82 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_b7e53f-82 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_b7e53f-82 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-column4619_978f20-a0 > .kt-inside-inner-col{padding-top:24px;padding-right:32px;padding-bottom:24px;padding-left:32px;}.kadence-column4619_978f20-a0 > .kt-inside-inner-col{border-left:4px solid #9E00D2;}.kadence-column4619_978f20-a0 > .kt-inside-inner-col,.kadence-column4619_978f20-a0 > .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-column4619_978f20-a0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_978f20-a0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_978f20-a0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_978f20-a0 > .kt-inside-inner-col{background-color:#F8F7F5;}.kadence-column4619_978f20-a0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_978f20-a0{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_978f20-a0 > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_978f20-a0 > .kt-inside-inner-col{border-left:4px solid #9E00D2;flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_978f20-a0\"><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\">Implement a standard and you get a standard. An operating-model rebuild needs an operating-model framework.<\/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\">Conclusion<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The global AI market has a dense standard stack and an open organization gap. The market-leading frameworks converge on the diagnosis that AI is an organizational subject. They diverge on one point: none of them takes organization design itself apart as the primary object of design. The standard stack governs risk, compliance, values and strategy. The domain in between, how structures, decision rights, roles, human-AI interfaces and capabilities actually get rebuilt, stays open.<\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The HandsOn AI Operating Model occupies that domain. It integrates NIST, ISO 42001 and the other standards as inputs into its governance domain, and it supplies the operating-model method that McKinsey, BCG and Bain diagnose and do not operationalize.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4619_f50a59-ca > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4619_f50a59-ca > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4619_f50a59-ca > .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-id4619_f50a59-ca{background-color:#0A0A0A;}.kb-row-layout-id4619_f50a59-ca > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4619_f50a59-ca > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4619_f50a59-ca > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_fpcta0-19 { position:relative; overflow:hidden; }body:not(.block-editor-page) .kb-row-layout-id1685_fpcta0-19::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; }body:not(.block-editor-page) .kb-row-layout-id1685_fpcta0-19 > .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4619_f50a59-ca 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-column4619_375a0c-e5 > .kt-inside-inner-col,.kadence-column4619_375a0c-e5 > .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-column4619_375a0c-e5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4619_375a0c-e5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4619_375a0c-e5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4619_375a0c-e5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4619_375a0c-e5{position:relative;}@media all and (max-width: 1024px){.kadence-column4619_375a0c-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4619_375a0c-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4619_375a0c-e5\"><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\">Find out where you stand<\/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\">Four weeks. Six domains. A prioritized action plan.<\/h2>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#B2B2B2;font-size:17px;line-height:1.7\">A HandsOn AI Diagnostic delivers a domain-specific profile across the six design domains, identifies the dominant EBIT blocker, and sets out a 90-day plan for the first, highest-impact moves. Run the maturity assessment in four minutes, or book a meeting to talk it through.<\/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=\"https:\/\/wearehandson.de\/en\/what-we-think\/tools\/maturity-assessment\/\" style=\"border-radius:4px;color:#FFFFFF;background-color:#9E00D2;font-size:12px;font-weight:800;letter-spacing:0.08em;text-transform:uppercase\">Take the Assessment \u2192<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Organization Design for AI \u00b7 Insight The AI Framework Paradox \u2014 Why Ten Standards Don&#8217;t Close the Organization Gap NIST, ISO 42001, the EU AI Act, McKinsey, BCG, Bain, Deloitte, Microsoft, Google. Ten dominant standards govern risk, law, strategy and values. Not one takes organization design apart as the primary object of design. 9 min&#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":[11],"tags":[20,37,27,25,28,36],"class_list":["post-4619","post","type-post","status-publish","format-standard","hentry","category-insights","tag-ai-operating-model","tag-decision-rights","tag-eu-ai-act","tag-iso-42001","tag-nist-ai-rmf","tag-organization-design"],"_links":{"self":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4619","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=4619"}],"version-history":[{"count":8,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4619\/revisions"}],"predecessor-version":[{"id":4629,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4619\/revisions\/4629"}],"wp:attachment":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/media?parent=4619"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/categories?post=4619"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/tags?post=4619"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}