{"id":4253,"date":"2026-04-16T14:36:55","date_gmt":"2026-04-16T14:36:55","guid":{"rendered":"https:\/\/wearehandson.de\/4236\/"},"modified":"2026-04-17T12:17:16","modified_gmt":"2026-04-17T12:17:16","slug":"4236","status":"publish","type":"post","link":"https:\/\/wearehandson.de\/en\/4236\/","title":{"rendered":"Train the Monkey First: The AI Operating Model"},"content":{"rendered":"<style>.kb-row-layout-id4253_e7f6cc-21 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_e7f6cc-21 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_e7f6cc-21 > .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-id4253_e7f6cc-21{background-color:#FFFFFF;}.kb-row-layout-id4253_e7f6cc-21 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_e7f6cc-21 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_e7f6cc-21 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_6dc0f0-a7 { position:relative; overflow:hidden; }\\nbody:not(.block-editor-page) .kb-row-layout-id1685_6dc0f0-a7::before { content:\\u0027\\u0027; 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_6dc0f0-a7 > .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_e7f6cc-21 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-column4253_cfa9ee-8b > .kt-inside-inner-col,.kadence-column4253_cfa9ee-8b > .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-column4253_cfa9ee-8b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_cfa9ee-8b > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_cfa9ee-8b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_cfa9ee-8b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_cfa9ee-8b{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_cfa9ee-8b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_cfa9ee-8b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_cfa9ee-8b\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88, .wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88[data-kb-block=\"kb-adv-heading4253_9f53eb-88\"]{margin-top:0px;margin-bottom:20px;text-align:center;font-size:11px;font-weight:800;font-style:normal;color:#9E00D2;}.wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88[data-kb-block=\"kb-adv-heading4253_9f53eb-88\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_9f53eb-88[data-kb-block=\"kb-adv-heading4253_9f53eb-88\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h6 class=\"kt-adv-heading4253_9f53eb-88 ho-eyebrow wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_9f53eb-88\">Organization Design for AI \u00b7 Insight<\/h6>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0, .wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0[data-kb-block=\"kb-adv-heading4253_e52de9-a0\"]{max-width:900px;margin-right:auto;margin-left:auto;margin-top:0px;margin-bottom:28px;text-align:center;font-size:48px;line-height:1.08;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0[data-kb-block=\"kb-adv-heading4253_e52de9-a0\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0[data-kb-block=\"kb-adv-heading4253_e52de9-a0\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0, .wp-block-kadence-advancedheading.kt-adv-heading4253_e52de9-a0[data-kb-block=\"kb-adv-heading4253_e52de9-a0\"]{font-size:32px;}}<\/style>\n<h1 class=\"kt-adv-heading4253_e52de9-a0 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_e52de9-a0\">Train the Monkey First: Why Your AI Operating Model Is the Hard Problem You&#8217;re Not Solving<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45, .wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45[data-kb-block=\"kb-adv-heading4253_7c35a6-45\"]{max-width:720px;margin-right:auto;margin-left:auto;margin-top:0px;margin-bottom:32px;text-align:center;font-size:18px;line-height:1.65;font-weight:400;font-style:normal;color:#8C8C8C;}.wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45[data-kb-block=\"kb-adv-heading4253_7c35a6-45\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45[data-kb-block=\"kb-adv-heading4253_7c35a6-45\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45, .wp-block-kadence-advancedheading.kt-adv-heading4253_7c35a6-45[data-kb-block=\"kb-adv-heading4253_7c35a6-45\"]{font-size:16px;}}<\/style>\n<h3 class=\"kt-adv-heading4253_7c35a6-45 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_7c35a6-45\">Global AI spending will hit $2.52 trillion in 2026. Most of it is flowing into the pedestal. The monkey \u2014 the operating model \u2014 sits in the corner, ignored.<\/h3>\n\n\n<style>.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id4253_55bee9-80{background-color:#FFFFFF;}.kb-row-layout-id4253_55bee9-80 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id4253_55bee9-80 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_55bee9-80 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-column4253_ba9df6-fa > .kt-inside-inner-col,.kadence-column4253_ba9df6-fa > .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-column4253_ba9df6-fa > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_ba9df6-fa > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_ba9df6-fa > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_ba9df6-fa > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_ba9df6-fa{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_ba9df6-fa > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_ba9df6-fa > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_ba9df6-fa\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center\"><span style=\"font-size:11px;font-weight:700;letter-spacing:0.06em;text-transform:uppercase;color:#8C8C8C\">8 min read<\/span><\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4253_b44b4c-6c > .kt-inside-inner-col,.kadence-column4253_b44b4c-6c > .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-column4253_b44b4c-6c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_b44b4c-6c > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_b44b4c-6c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_b44b4c-6c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_b44b4c-6c{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_b44b4c-6c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_b44b4c-6c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_b44b4c-6c\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center\"><span style=\"font-size:11px;font-weight:700;letter-spacing:0.06em;text-transform:uppercase;color:#9E00D2\">April 13, 2026<\/span><\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column4253_b279ec-98 > .kt-inside-inner-col,.kadence-column4253_b279ec-98 > .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-column4253_b279ec-98 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_b279ec-98 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_b279ec-98 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_b279ec-98 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_b279ec-98{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_b279ec-98 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_b279ec-98 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_b279ec-98\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-align-center\"><span style=\"font-size:11px;font-weight:700;letter-spacing:0.06em;text-transform:uppercase;color:#8C8C8C\">HandsOn Insights<\/span><\/p>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4253_201d8e-ef > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_201d8e-ef > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_201d8e-ef > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:60px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_201d8e-ef{background-color:#FFFFFF;}.kb-row-layout-id4253_201d8e-ef > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_201d8e-ef > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_201d8e-ef > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_201d8e-ef 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-column4253_5a7477-43 > .kt-inside-inner-col,.kadence-column4253_5a7477-43 > .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-column4253_5a7477-43 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_5a7477-43 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_5a7477-43 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_5a7477-43 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_5a7477-43{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_5a7477-43 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_5a7477-43 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_5a7477-43\"><div class=\"kt-inside-inner-col\">\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:19px;line-height:1.75\">Astro Teller runs X, Alphabet&#8217;s moonshot lab. He uses a thought experiment to explain how his teams decide where to invest their time: imagine your goal is to train a monkey to recite Shakespeare while standing on a pedestal. You have two tasks \u2014 train the monkey and build the pedestal. Where do you start?<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">His answer: spend zero time on the pedestal. The pedestal is trivially solvable. The monkey is the hard problem. If the monkey can&#8217;t be trained, the pedestal is a waste of materials and hours. And yet, as Teller points out, teams gravitate to the pedestal first \u2014 because building it creates visible, demonstrable progress. You get something to show leadership. Training the monkey produces nothing but a long list of reasons why the problem is hard.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Global AI spending will hit <strong>$2.52 trillion in 2026<\/strong> (Gartner). That number is up 44% year-over-year. Most of it flows into infrastructure \u2014 servers, accelerators, data center capacity. The pedestal. Meanwhile, <strong>80% of organizations that have adopted AI have not redesigned a single workflow around it<\/strong> (McKinsey State of AI, 2025). The organizational structures that are supposed to absorb AI at scale \u2014 the roles, the decision rights, the team designs, the workflows \u2014 remain untouched. The monkey sits in the corner, ignored.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48, .wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48[data-kb-block=\"kb-adv-heading4253_d1050a-48\"]{margin-top:32px;margin-bottom:32px;font-size:26px;line-height:1.3;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48[data-kb-block=\"kb-adv-heading4253_d1050a-48\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48[data-kb-block=\"kb-adv-heading4253_d1050a-48\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48, .wp-block-kadence-advancedheading.kt-adv-heading4253_d1050a-48[data-kb-block=\"kb-adv-heading4253_d1050a-48\"]{font-size:22px;}}<\/style>\n<h3 class=\"kt-adv-heading4253_d1050a-48 ho-pullquote wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_d1050a-48\">This piece argues that the operating model is the monkey, and almost every enterprise AI program is building pedestals.<\/h3>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_f5f2a3-e7{background-color:#FFFFFF;}.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_f5f2a3-e7 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_f5f2a3-e7 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-column4253_168de5-88 > .kt-inside-inner-col,.kadence-column4253_168de5-88 > .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-column4253_168de5-88 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_168de5-88 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_168de5-88 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_168de5-88 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_168de5-88{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_168de5-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_168de5-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_168de5-88\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a, .wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a[data-kb-block=\"kb-adv-heading4253_165369-1a\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a[data-kb-block=\"kb-adv-heading4253_165369-1a\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a[data-kb-block=\"kb-adv-heading4253_165369-1a\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a, .wp-block-kadence-advancedheading.kt-adv-heading4253_165369-1a[data-kb-block=\"kb-adv-heading4253_165369-1a\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_165369-1a wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_165369-1a\">The budget tells the story<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The numbers are unambiguous. Enterprise AI budgets allocate <strong>30\u201340% to infrastructure<\/strong> (compute, platforms, data pipelines), another <strong>30\u201340% to model development and API costs<\/strong>, and <strong>5\u201310% to training and change management<\/strong> (EC-Council, 2025). Organizational redesign \u2014 the structural changes required to actually absorb AI into how a company works \u2014 barely registers as a line item.<\/p>\n\n\n\n<div style=\"background:#F8F7F5;border-left:4px solid #9E00D2;border-radius:0 8px 8px 0;padding:28px 32px 28px 36px;margin:24px 0;font-family:Montserrat,sans-serif\">\n<p style=\"font-size:19px;line-height:1.65;color:#0A0A0A;font-weight:500;font-style:italic;margin:0 0 12px\">&#8220;AI adoption is fundamentally shaped by the readiness of both human capital and organizational processes, not merely by financial investment.&#8221;<\/p>\n<p style=\"font-size:11px;font-weight:700;letter-spacing:0.08em;text-transform:uppercase;color:#9E00D2;margin:0\">\u2014 John-David Lovelock, Gartner \u00b7 January 2026<\/p>\n<\/div>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The readiness isn&#8217;t there. According to McKinsey&#8217;s State of AI survey, only <strong style=\"color:#9E00D2\">21% of organizations<\/strong> using generative AI have redesigned even some of their workflows. The rest \u2014 nearly 80% \u2014 are layering AI on top of existing processes. Same org chart, same reporting lines, same role definitions, same decision-making protocols. A new tool dropped into an old structure.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">This is the textbook definition of building the pedestal.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_05fe50-0f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_05fe50-0f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_05fe50-0f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_05fe50-0f{background-color:#FFFFFF;}.kb-row-layout-id4253_05fe50-0f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_05fe50-0f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_05fe50-0f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_05fe50-0f 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-column4253_e00aa6-4d > .kt-inside-inner-col,.kadence-column4253_e00aa6-4d > .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-column4253_e00aa6-4d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_e00aa6-4d > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_e00aa6-4d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_e00aa6-4d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_e00aa6-4d{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_e00aa6-4d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_e00aa6-4d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_e00aa6-4d\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12, .wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12[data-kb-block=\"kb-adv-heading4253_404a89-12\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12[data-kb-block=\"kb-adv-heading4253_404a89-12\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12[data-kb-block=\"kb-adv-heading4253_404a89-12\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12, .wp-block-kadence-advancedheading.kt-adv-heading4253_404a89-12[data-kb-block=\"kb-adv-heading4253_404a89-12\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_404a89-12 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_404a89-12\">What happens when you train the monkey<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Freeport-McMoRan, the world&#8217;s largest publicly traded copper producer, ran into this wall and broke through it. The company deployed AI models to optimize copper processing at its aging Bagdad mine in Arizona. The technology worked \u2014 the models could predict and improve ore concentration yields. Scaling across operations failed.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The problem was organizational. AI-generated recommendations sat unused because the people who operated the mills didn&#8217;t trust outputs from a system they hadn&#8217;t been part of building. Data scientists and metallurgists spoke different languages. Optimization suggestions that crossed departmental lines had no owner.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The general manager at Bagdad assembled a cross-functional team that pulled from every division the AI initiative would touch: data scientists, metallurgists, mining engineers, and members of Freeport&#8217;s central data-science group. They adopted agile sprint cycles. They created a product manager role for AI-driven process changes. They moved to quarterly OKR planning across operations.<\/p>\n\n\n\n<div style=\"background:#0A0A0A;border-radius:8px;padding:32px 28px;margin:28px 0;font-family:Montserrat,sans-serif;position:relative;overflow:hidden\">\n<div style=\"position:absolute;top:-30%;right:-10%;width:40%;height:160%;background:radial-gradient(ellipse at center,rgba(158,0,210,0.25) 0%,transparent 65%);pointer-events:none\"><\/div>\n<div style=\"position:relative;z-index:1\">\n<div style=\"font-size:44px;font-weight:800;color:#DA6DFF;line-height:1.05;letter-spacing:-0.03em;margin-bottom:10px\">+5% copper \u00b7 +10% throughput \u00b7 $350\u2013500M EBITDA<\/div>\n<div style=\"font-size:14.5px;line-height:1.6;color:rgba(255,255,255,0.75);font-weight:400;max-width:560px\">After organizational redesign at Bagdad: copper production rose 5%, throughput exceeded 85,000 metric tons per day (+10%), and recovery improved by a full percentage point. System-wide implementation projected at +200M pounds per year. Source: McKinsey.<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Freeport didn&#8217;t have better AI. They had <strong>a better operating model around the AI<\/strong>. They trained the monkey.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_5804fb-5d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_5804fb-5d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_5804fb-5d > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_5804fb-5d{background-color:#FFFFFF;}.kb-row-layout-id4253_5804fb-5d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_5804fb-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_5804fb-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_5804fb-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-column4253_0a40cf-9e > .kt-inside-inner-col,.kadence-column4253_0a40cf-9e > .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-column4253_0a40cf-9e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_0a40cf-9e > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_0a40cf-9e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_0a40cf-9e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_0a40cf-9e{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_0a40cf-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_0a40cf-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_0a40cf-9e\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c, .wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c[data-kb-block=\"kb-adv-heading4253_5caf1d-7c\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c[data-kb-block=\"kb-adv-heading4253_5caf1d-7c\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c[data-kb-block=\"kb-adv-heading4253_5caf1d-7c\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c, .wp-block-kadence-advancedheading.kt-adv-heading4253_5caf1d-7c[data-kb-block=\"kb-adv-heading4253_5caf1d-7c\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_5caf1d-7c wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_5caf1d-7c\">Why 94% of companies keep building pedestals<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">McKinsey&#8217;s 2025 data is clarifying. Only <strong>6% of organizations generate 5% or more of their EBIT from AI<\/strong>. Those high performers are <strong style=\"color:#9E00D2\">3.6 times more likely<\/strong> to have redesigned their organization alongside AI deployment. 55% of them fundamentally reworked workflows when deploying AI. The other 94% did not.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">BCG&#8217;s parallel finding lands in the same place: <strong>60% of companies generate no material value from AI<\/strong> despite continued investment (BCG, &#8220;AI at Work 2025&#8221;).<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Why the resistance? Teller&#8217;s insight applies directly. Organizational redesign is invisible, slow, uncomfortable, and politically charged. Buying servers is none of those things. A CTO can present a procurement decision to the board in a single slide. A CHRO explaining why twelve roles need to be restructured, three new team configurations need to be piloted, and decision-making authority needs to shift from function heads to cross-functional leads \u2014 that presentation doesn&#8217;t fit on a slide. It fits in a transformation program that takes quarters, not weeks.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The pedestal is fast, tangible, and easy to approve. The monkey is slow, ambiguous, and requires leadership to make uncomfortable structural calls.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\"><strong>93% of executives surveyed cite culture and organizational readiness as barriers<\/strong> to AI progress (HBR\/PYMNTS, 2025). They know the monkey exists. They fund the pedestal anyway \u2014 because that&#8217;s the line item they know how to manage.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_322f61-d8 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_322f61-d8 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_322f61-d8 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_322f61-d8{background-color:#FFFFFF;}.kb-row-layout-id4253_322f61-d8 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_322f61-d8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_322f61-d8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_322f61-d8 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-column4253_ebfe37-ca > .kt-inside-inner-col,.kadence-column4253_ebfe37-ca > .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-column4253_ebfe37-ca > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_ebfe37-ca > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_ebfe37-ca > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_ebfe37-ca > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_ebfe37-ca{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_ebfe37-ca > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_ebfe37-ca > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_ebfe37-ca\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38, .wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38[data-kb-block=\"kb-adv-heading4253_d96c55-38\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38[data-kb-block=\"kb-adv-heading4253_d96c55-38\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38[data-kb-block=\"kb-adv-heading4253_d96c55-38\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38, .wp-block-kadence-advancedheading.kt-adv-heading4253_d96c55-38[data-kb-block=\"kb-adv-heading4253_d96c55-38\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_d96c55-38 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_d96c55-38\">The six places the monkey hides<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">In organizational design for AI, there are six domains where the monkey-first principle applies. Each one requires structural decisions that most AI programs skip.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4253_660ae6-21 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_660ae6-21 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_660ae6-21 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_660ae6-21{background-color:#FFFFFF;}.kb-row-layout-id4253_660ae6-21 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_660ae6-21 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_660ae6-21 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_660ae6-21 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-column4253_10efe5-c5 > .kt-inside-inner-col,.kadence-column4253_10efe5-c5 > .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-column4253_10efe5-c5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_10efe5-c5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_10efe5-c5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_10efe5-c5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_10efe5-c5{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_10efe5-c5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_10efe5-c5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_10efe5-c5\"><div class=\"kt-inside-inner-col\">\n<div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(280px,1fr));gap:16px;font-family:Montserrat,sans-serif;margin-bottom:20px\">\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #9E00D2;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:8px\">D01 \u00b7 Foundation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">Strategy &amp; Value<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">Which use cases actually move EBIT? Most companies have 30\u201350 AI pilots. Fewer than 5 are tied to measurable business outcomes with owners and deadlines.<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #9E00D2;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:8px\">D02 \u00b7 Foundation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">Structure<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">Where does AI capability live \u2014 IT department, center of excellence, distributed across business units? A design decision with massive implications for speed, governance, and talent retention.<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #C600FF;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#C600FF;margin-bottom:8px\">D03 \u00b7 Activation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">Decision Architecture<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">Who is authorized to make decisions based on AI outputs? This is the domain that separates organizations that scale from organizations that pilot forever.<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #C600FF;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#C600FF;margin-bottom:8px\">D04 \u00b7 Activation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">Process &amp; Workflow<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">The McKinsey 80%. In practice: AI as an optional input \u2014 a dashboard nobody checks, a recommendation nobody acts on. Workflow redesign puts AI output in the critical path.<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #C600FF;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#C600FF;margin-bottom:8px\">D05 \u00b7 Activation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">Capabilities &amp; Culture<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">Data literacy, prompt engineering, human-AI collaboration protocols, algorithmic risk awareness. EU AI Act Article 4 makes this a legal requirement since February 2025.<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-left:3px solid #9E00D2;border-radius:8px;padding:22px 24px\">\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:8px\">D06 \u00b7 Foundation<\/div>\n<div style=\"font-size:15px;font-weight:800;color:#0A0A0A;margin-bottom:8px;letter-spacing:-0.01em\">System Governance<\/div>\n<div style=\"font-size:13px;line-height:1.6;color:#464646\">Who classifies AI systems by risk? Who maintains the inventory? Who monitors for drift, bias, and compliance? Without governance, every AI deployment is a liability.<\/div>\n<\/div>\n\n<\/div>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Each of these domains is a monkey. Each one is harder than buying compute. And each one is required for AI to generate sustained business impact.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_a1270e-f4 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_a1270e-f4 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_a1270e-f4 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_a1270e-f4{background-color:#FFFFFF;}.kb-row-layout-id4253_a1270e-f4 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_a1270e-f4 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_a1270e-f4 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_a1270e-f4 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-column4253_1f5c2b-b5 > .kt-inside-inner-col,.kadence-column4253_1f5c2b-b5 > .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-column4253_1f5c2b-b5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_1f5c2b-b5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_1f5c2b-b5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_1f5c2b-b5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_1f5c2b-b5{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_1f5c2b-b5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_1f5c2b-b5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_1f5c2b-b5\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46, .wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46[data-kb-block=\"kb-adv-heading4253_0878a1-46\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46[data-kb-block=\"kb-adv-heading4253_0878a1-46\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46[data-kb-block=\"kb-adv-heading4253_0878a1-46\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46, .wp-block-kadence-advancedheading.kt-adv-heading4253_0878a1-46[data-kb-block=\"kb-adv-heading4253_0878a1-46\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_0878a1-46 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_0878a1-46\">What Monday morning looks like<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">If you recognize your organization in the 94%, here&#8217;s the sequencing that separates pedestal-builders from monkey-trainers.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4253_776eab-f3 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_776eab-f3 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_776eab-f3 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:20px;padding-bottom:40px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_776eab-f3{background-color:#FFFFFF;}.kb-row-layout-id4253_776eab-f3 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_776eab-f3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_776eab-f3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_776eab-f3 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-column4253_fc1cf3-e1 > .kt-inside-inner-col,.kadence-column4253_fc1cf3-e1 > .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-column4253_fc1cf3-e1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_fc1cf3-e1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_fc1cf3-e1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_fc1cf3-e1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_fc1cf3-e1{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_fc1cf3-e1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_fc1cf3-e1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_fc1cf3-e1\"><div class=\"kt-inside-inner-col\">\n<div style=\"display:flex;flex-direction:column;gap:16px;font-family:Montserrat,sans-serif;margin-bottom:20px\">\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-radius:10px;padding:28px 32px;display:grid;grid-template-columns:80px 1fr;gap:20px;align-items:start\">\n<div>\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:4px\">Week 1<\/div>\n<div style=\"font-size:36px;font-weight:800;color:#9E00D2;line-height:1;letter-spacing:-0.03em\">01<\/div>\n<\/div>\n<div>\n<div style=\"font-size:18px;font-weight:800;color:#0A0A0A;margin-bottom:10px;letter-spacing:-0.01em\">Map what you actually have.<\/div>\n<div style=\"font-size:14.5px;line-height:1.7;color:#464646\">Inventory every AI initiative currently running. For each one, answer three questions: <strong>who owns the business outcome? Has the workflow been redesigned to make AI a critical input (not an optional dashboard)? Does someone have formal decision authority based on AI outputs?<\/strong> Most organizations discover that the answers are &#8220;nobody,&#8221; &#8220;no,&#8221; and &#8220;no.&#8221;<\/div>\n<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-radius:10px;padding:28px 32px;display:grid;grid-template-columns:80px 1fr;gap:20px;align-items:start\">\n<div>\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:4px\">Week 2\u20134<\/div>\n<div style=\"font-size:36px;font-weight:800;color:#9E00D2;line-height:1;letter-spacing:-0.03em\">02<\/div>\n<\/div>\n<div>\n<div style=\"font-size:18px;font-weight:800;color:#0A0A0A;margin-bottom:10px;letter-spacing:-0.01em\">Pick one initiative and redesign the operating model around it.<\/div>\n<div style=\"font-size:14.5px;line-height:1.7;color:#464646\">Choose the initiative closest to business impact. Assemble a cross-functional team \u2014 not a committee, a team with a product manager, shared OKRs, and sprint cadence. Redesign the workflow so the AI output is in the critical path. Assign decision rights explicitly. This is what Freeport did at Bagdad, and it&#8217;s what the 6% have in common.<\/div>\n<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-radius:10px;padding:28px 32px;display:grid;grid-template-columns:80px 1fr;gap:20px;align-items:start\">\n<div>\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:4px\">Month 2\u20133<\/div>\n<div style=\"font-size:36px;font-weight:800;color:#9E00D2;line-height:1;letter-spacing:-0.03em\">03<\/div>\n<\/div>\n<div>\n<div style=\"font-size:18px;font-weight:800;color:#0A0A0A;margin-bottom:10px;letter-spacing:-0.01em\">Build the governance spine.<\/div>\n<div style=\"font-size:14.5px;line-height:1.7;color:#464646\">Classify your AI systems. Assign ownership for the inventory. Establish a reporting line to the board or executive committee. This isn&#8217;t bureaucracy \u2014 it&#8217;s the precondition for scaling. <strong>Without governance, every additional AI deployment increases risk faster than it increases value.<\/strong><\/div>\n<\/div>\n<\/div>\n\n<div style=\"background:#FFFFFF;border:1px solid #E6E6E6;border-radius:10px;padding:28px 32px;display:grid;grid-template-columns:80px 1fr;gap:20px;align-items:start\">\n<div>\n<div style=\"font-size:10px;font-weight:800;letter-spacing:0.14em;text-transform:uppercase;color:#9E00D2;margin-bottom:4px\">Ongoing<\/div>\n<div style=\"font-size:36px;font-weight:800;color:#9E00D2;line-height:1;letter-spacing:-0.03em\">04<\/div>\n<\/div>\n<div>\n<div style=\"font-size:18px;font-weight:800;color:#0A0A0A;margin-bottom:10px;letter-spacing:-0.01em\">Reallocate budget.<\/div>\n<div style=\"font-size:14.5px;line-height:1.7;color:#464646\">If your AI budget is 90% technology and 10% organizational change, invert the ratio on the change management line. The infrastructure will keep getting cheaper. The operating model redesign will not get easier by waiting.<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<div style=\"max-width:760px;margin:28px auto;padding:0 20px\">\n<div style=\"width:60px;height:2px;background:linear-gradient(90deg,#9E00D2 0%,transparent 100%);margin:0\"><\/div>\n<\/div>\n\n\n<style>.kb-row-layout-id4253_84d919-bf > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_84d919-bf > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_84d919-bf > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:20px;padding-right:20px;padding-bottom:60px;padding-left:20px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id4253_84d919-bf{background-color:#FFFFFF;}.kb-row-layout-id4253_84d919-bf > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_84d919-bf > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_84d919-bf > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_84d919-bf 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-column4253_890b45-d0 > .kt-inside-inner-col,.kadence-column4253_890b45-d0 > .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-column4253_890b45-d0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_890b45-d0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_890b45-d0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_890b45-d0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_890b45-d0{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_890b45-d0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_890b45-d0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_890b45-d0\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23, .wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23[data-kb-block=\"kb-adv-heading4253_477437-23\"]{margin-top:24px;margin-bottom:20px;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#0A0A0A;}.wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23[data-kb-block=\"kb-adv-heading4253_477437-23\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23[data-kb-block=\"kb-adv-heading4253_477437-23\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23, .wp-block-kadence-advancedheading.kt-adv-heading4253_477437-23[data-kb-block=\"kb-adv-heading4253_477437-23\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_477437-23 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_477437-23\">The pedestal is already built<\/h2>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The uncomfortable truth for most enterprise AI programs in 2026: the pedestal is done. The compute exists. The models work. The APIs are available. The infrastructure has never been more accessible or more affordable.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">The monkey \u2014 the organizational redesign, the workflow restructuring, the decision rights, the role definitions, the governance spine \u2014 is the only thing standing between your AI investments and measurable EBIT impact. Freeport-McMoRan proved it. McKinsey&#8217;s data confirms it. Gartner&#8217;s $2.52 trillion price tag quantifies the scale of the misallocation.<\/p>\n\n\n\n<p class=\"has-text-color\" style=\"color:#2B2B2B;font-size:17px;line-height:1.8\">Astro Teller&#8217;s question is the right diagnostic: <strong>what&#8217;s the monkey in your AI program?<\/strong> If nobody in the room can answer that question, you&#8217;re building a very expensive pedestal.<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id4253_474b39-9d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id4253_474b39-9d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id4253_474b39-9d > .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-id4253_474b39-9d{background-color:#0A0A0A;}.kb-row-layout-id4253_474b39-9d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id4253_474b39-9d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id4253_474b39-9d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}body:not(.block-editor-page) .kb-row-layout-id1685_e5518c-58 { position:relative; overflow:hidden; }\\nbody:not(.block-editor-page) .kb-row-layout-id1685_e5518c-58::before { content:\\u0027\\u0027; position:absolute; top:-40%; right:-15%; width:60%; height:180%; background:radial-gradient(ellipse at center,rgba(158,0,210,0.22) 0%,transparent 65%); pointer-events:none; }\\nbody:not(.block-editor-page) .kb-row-layout-id1685_e5518c-58 > .kt-row-column-wrap { position:relative; z-index:1; }<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id4253_474b39-9d 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-column4253_7b22da-e5 > .kt-inside-inner-col,.kadence-column4253_7b22da-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-column4253_7b22da-e5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column4253_7b22da-e5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column4253_7b22da-e5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column4253_7b22da-e5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column4253_7b22da-e5{position:relative;}@media all and (max-width: 1024px){.kadence-column4253_7b22da-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column4253_7b22da-e5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column4253_7b22da-e5\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d, .wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d[data-kb-block=\"kb-adv-heading4253_4540df-9d\"]{margin-top:0px;margin-bottom:20px;text-align:center;font-size:11px;font-weight:800;font-style:normal;color:#DA6DFF;}.wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d[data-kb-block=\"kb-adv-heading4253_4540df-9d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_4540df-9d[data-kb-block=\"kb-adv-heading4253_4540df-9d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h6 class=\"kt-adv-heading4253_4540df-9d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_4540df-9d\">What&#8217;s the monkey in your AI program?<\/h6>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e, .wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e[data-kb-block=\"kb-adv-heading4253_da806b-6e\"]{max-width:640px;margin-right:auto;margin-left:auto;margin-top:0px;margin-bottom:20px;text-align:center;font-size:32px;line-height:1.2;font-weight:800;font-style:normal;color:#FFFFFF;}.wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e[data-kb-block=\"kb-adv-heading4253_da806b-6e\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e[data-kb-block=\"kb-adv-heading4253_da806b-6e\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e, .wp-block-kadence-advancedheading.kt-adv-heading4253_da806b-6e[data-kb-block=\"kb-adv-heading4253_da806b-6e\"]{font-size:26px;}}<\/style>\n<h2 class=\"kt-adv-heading4253_da806b-6e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading4253_da806b-6e\">Map it in 4 minutes \u2014 across all six domains.<\/h2>\n\n\n\n<p class=\"has-text-align-center has-text-color\" style=\"color:#B2B2B2;font-size:16px;line-height:1.7\"><p class=\"has-text-align-center has-text-color\" style=\"color:#B2B2B2;font-size:16px;line-height:1.7;max-width:580px;margin:0 auto 32px\">The HandsOn AI Operating Model Diagnostic \u2014 a structured three-week engagement built on the six-domain framework. Start with the free assessment or go directly to the conversation.<\/p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size\"><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;padding-top:14px;padding-right:30px;padding-bottom:14px;padding-left:30px;font-size:12px;font-weight:800;letter-spacing:0.08em;text-transform:uppercase\">Take the Assessment \u2192<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-font-size\"><a class=\"wp-block-button__link has-text-color has-background has-border-color has-custom-font-size wp-element-button\" href=\"https:\/\/wearehandson.de\/en\/contact\/\" style=\"border-color:rgba(255,255,255,0.25);border-width:1px;border-radius:4px;color:#FFFFFF;background-color:transparent;padding-top:13px;padding-right:28px;padding-bottom:13px;padding-left:28px;font-size:12px;font-weight:700;letter-spacing:0.08em;text-transform:uppercase\">Book a Meeting<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Organization Design for AI \u00b7 Insight Train the Monkey First: Why Your AI Operating Model Is the Hard Problem You&#8217;re Not Solving Global AI spending will hit $2.52 trillion in 2026. Most of it is flowing into the pedestal. The monkey \u2014 the operating model \u2014 sits in the corner, ignored. 8 min read April&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","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":[5],"tags":[20,19,21],"class_list":["post-4253","post","type-post","status-publish","format-standard","hentry","category-blogging","tag-ai-operating-model","tag-ki-betriebsmodell","tag-organisationsdesign"],"_links":{"self":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4253","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=4253"}],"version-history":[{"count":8,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4253\/revisions"}],"predecessor-version":[{"id":4362,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/posts\/4253\/revisions\/4362"}],"wp:attachment":[{"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/media?parent=4253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/categories?post=4253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wearehandson.de\/en\/wp-json\/wp\/v2\/tags?post=4253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}