{"id":1508,"date":"2026-07-13T12:23:37","date_gmt":"2026-07-13T12:23:37","guid":{"rendered":"https:\/\/ignamicros-39f34873ea-bpaacjbwcxhdezaw.z03.azurefd.net\/?post_type=articles&#038;p=1508"},"modified":"2026-07-16T12:55:00","modified_gmt":"2026-07-16T12:55:00","slug":"ai-governance-starts-in-the-business-not-the-server-room","status":"publish","type":"articles","link":"https:\/\/www.ignatiuz.com\/igna\/articles\/ai-governance-starts-in-the-business-not-the-server-room\/","title":{"rendered":"AI Governance Starts in the Business, Not the Server Room"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1508\" class=\"elementor elementor-1508\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af5d597 e-con e-atomic-element e-flexbox-base e-af5d597-fcc1f4b hero-section \" data-id=\"af5d597\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"af5d597\">\n    <div class=\"elementor-element elementor-element-730b304 e-con e-atomic-element e-div-block-base e-730b304-bb28829 \" data-id=\"730b304\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"730b304\">\n    <div class=\"elementor-element elementor-element-00373a8 e-con e-atomic-element e-div-block-base e-00373a8-9463fd6 \" data-id=\"00373a8\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"00373a8\">\n    \t\t\t<p class=\"e-6be3175-d10cfe0 terminal-text terminal-heading e-paragraph-base\" data-interaction-id=\"6be3175\"><strong>Insights<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-34bd2d4 elementor-widget elementor-widget-text-editor\" data-id=\"34bd2d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1>AI Governance Starts in the Business, Not the Server Room<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<p class=\"e-796f640-6e25e46 e-paragraph-base\" data-interaction-id=\"796f640\">The most successful AI programs aren't owned by IT. They're built through collaboration across the entire organization.<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-d52a790 e-con e-atomic-element e-flexbox-base e-d52a790-833e2ed \" data-id=\"d52a790\" data-element_type=\"e-flexbox\" data-e-type=\"e-flexbox\" data-interaction-id=\"d52a790\">\n    <div class=\"elementor-element elementor-element-cb2ae1d e-con e-atomic-element e-div-block-base e-cb2ae1d-a3c79d2 \" data-id=\"cb2ae1d\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"cb2ae1d\">\n    <div class=\"elementor-element elementor-element-75ef0be e-con e-atomic-element e-div-block-base e-75ef0be-4d8fa43 \" data-id=\"75ef0be\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"75ef0be\">\n    <div class=\"elementor-element elementor-element-9eb8cdd e-con e-atomic-element e-div-block-base \" data-id=\"9eb8cdd\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"9eb8cdd\">\n    \t\t<div class=\"elementor-element elementor-element-30f2d9e elementor-widget elementor-widget-text-editor\" data-id=\"30f2d9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tWhen organizations begin exploring AI, one assumption appears almost immediately: <strong>&#8220;We&#8217;ll have IT take the lead.&#8221;<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43d064e elementor-widget elementor-widget-text-editor\" data-id=\"43d064e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIt seems logical. After all, AI is technology. Technology belongs to IT.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a27d0ee elementor-widget elementor-widget-text-editor\" data-id=\"a27d0ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tBut after working with organizations implementing AI across departments, we&#8217;ve learned something that often surprises leadership teams.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aff9c52 elementor-widget elementor-widget-text-editor\" data-id=\"aff9c52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThe most successful AI initiatives aren&#8217;t driven by technology alone. They&#8217;re driven by the people who own the work.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b90121 elementor-widget elementor-widget-text-editor\" data-id=\"3b90121\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIT plays a critical role. But AI governance begins long before anyone provisions infrastructure or connects a language model.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f99fe2a e-con e-atomic-element e-div-block-base e-f99fe2a-c32752a \" data-id=\"f99fe2a\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"f99fe2a\">\n    <div class=\"elementor-element elementor-element-ad6f964 e-con e-atomic-element e-div-block-base e-ad6f964-67dfda1 \" data-id=\"ad6f964\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"ad6f964\">\n    \t\t\t<p class=\"e-048cc0d-283c9af e-paragraph-base\" data-interaction-id=\"048cc0d\"><strong>It begins with understanding the business.<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-34d6821 e-con e-atomic-element e-div-block-base \" data-id=\"34d6821\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"34d6821\">\n    \t\t\t<h2 data-interaction-id=\"981b719\" class=\"e-981b719-9a4af3e e-heading-base\"><strong>Governance Isn't About Controlling AI<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c4b542 elementor-widget elementor-widget-text-editor\" data-id=\"6c4b542\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tWhen people hear the word &#8220;governance,&#8221; they often imagine policies, approvals, or compliance checklists. Those things matter. But operationally, governance answers a much simpler question:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9e25a8 elementor-widget elementor-widget-text-editor\" data-id=\"a9e25a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<strong>Who is responsible for ensuring this AI agent continues to deliver the right outcomes?<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-761c3dd elementor-widget elementor-widget-text-editor\" data-id=\"761c3dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThat&#8217;s the conversation that matters. Because once an AI agent is in production, someone has to own:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f112f0 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3f112f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The knowledge it uses<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The workflow it supports<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The business outcome it improves<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The people affected by its decisions<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c42af82 elementor-widget elementor-widget-text-editor\" data-id=\"c42af82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tNone of those responsibilities belong exclusively to IT.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-f689a05 e-con e-atomic-element e-div-block-base \" data-id=\"f689a05\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"f689a05\" id=\"pattern\">\n    \t\t\t<h2 data-interaction-id=\"744b936\" class=\"e-744b936-5cc85dc e-heading-base\"><strong>Every AI Agent Has Multiple Owners<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bf8de7 elementor-widget elementor-widget-text-editor\" data-id=\"9bf8de7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOne of the biggest mistakes organizations make is assigning AI ownership to a single department. In reality, successful AI deployments involve several different kinds of ownership.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-baec0b2 e-con e-atomic-element e-div-block-base e-baec0b2-a08a91b \" data-id=\"baec0b2\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"baec0b2\">\n    <div class=\"elementor-element elementor-element-3799c95 e-con e-atomic-element e-div-block-base e-3799c95-7db5e91 \" data-id=\"3799c95\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3799c95\">\n    \t\t\t<p class=\"e-376e4e6-50ab349 e-paragraph-base\" data-interaction-id=\"376e4e6\"><strong>Owner 1<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-b9d5e0f-3350fc3 e-paragraph-base\" data-interaction-id=\"b9d5e0f\"><strong>Business Owner<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-753b781 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"753b781\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Defines the workflow.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Measure Success<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Decides whether the AI is creating value.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-0a49be8 e-con e-atomic-element e-div-block-base e-0a49be8-da4f761 \" data-id=\"0a49be8\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"0a49be8\">\n    <div class=\"elementor-element elementor-element-e3bc072 e-con e-atomic-element e-div-block-base e-e3bc072-b5c5d14 \" data-id=\"e3bc072\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"e3bc072\">\n    \t\t\t<p class=\"e-ed4fc4e-34a79c8 e-paragraph-base\" data-interaction-id=\"ed4fc4e\"><strong>Owner 2<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-9078c19-1659712 e-paragraph-base\" data-interaction-id=\"9078c19\"><strong>Subject Matter Expert<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-916ba85 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"916ba85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ensures the knowledge is accurate.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Reviews content.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Provides operational guidance.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-0e67721 e-con e-atomic-element e-div-block-base e-0e67721-c4bb907 \" data-id=\"0e67721\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"0e67721\">\n    <div class=\"elementor-element elementor-element-2d973df e-con e-atomic-element e-div-block-base e-2d973df-95419ce \" data-id=\"2d973df\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"2d973df\">\n    \t\t\t<p class=\"e-07e38ee-d6eaf79 e-paragraph-base\" data-interaction-id=\"07e38ee\"><strong>Owner 3<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-0f9fde7-cde93c1 e-paragraph-base\" data-interaction-id=\"0f9fde7\"><strong>IT<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-698a4ef elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"698a4ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Provides infrastructure<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Manage Security<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Supports integrations<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Maintains the platform.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-9ab4654 e-con e-atomic-element e-div-block-base e-9ab4654-9066221 \" data-id=\"9ab4654\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"9ab4654\">\n    <div class=\"elementor-element elementor-element-83657cc e-con e-atomic-element e-div-block-base e-83657cc-2953ebc \" data-id=\"83657cc\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"83657cc\">\n    \t\t\t<p class=\"e-b7a8147-8825273 e-paragraph-base\" data-interaction-id=\"b7a8147\"><strong>Owner 4<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-5fbcda1-f767c4e e-paragraph-base\" data-interaction-id=\"5fbcda1\"><strong>Leadership<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-f73d548 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"f73d548\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Establishes priorities.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Allocates resources<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Removes organizational barriers<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Defines acceptable levels of risk<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-faf3b22 e-con e-atomic-element e-div-block-base e-faf3b22-f75ed51 \" data-id=\"faf3b22\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"faf3b22\">\n    <div class=\"elementor-element elementor-element-0060af7 e-con e-atomic-element e-div-block-base e-0060af7-a455317 \" data-id=\"0060af7\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"0060af7\">\n    \t\t\t<p class=\"e-08d941d-4b3fcf9 e-paragraph-base\" data-interaction-id=\"08d941d\"><strong>Owner 5<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-3c54264-358f4d1 e-paragraph-base\" data-interaction-id=\"3c54264\"><strong>Compliance and Legal (where appropriate)<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-707abb4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"707abb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ensures regulatory requirements are met.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Reviews policies.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Supports responsible AI practices.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n\t\t<div class=\"elementor-element elementor-element-f514e7a elementor-widget elementor-widget-text-editor\" data-id=\"f514e7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tEvery role contributes something different. When those responsibilities are clearly defined, AI becomes much easier to manage over time.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-282321b e-con e-atomic-element e-div-block-base e-282321b-5b07eee \" data-id=\"282321b\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"282321b\">\n    \t\t<div class=\"elementor-element elementor-element-ad96894 elementor-widget elementor-widget-html\" data-id=\"ad96894\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<svg viewBox=\"0 0 560 420\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n        <defs>\n          <linearGradient id=\"bl7\" x1=\"0\" y1=\"0\" x2=\"0\" y2=\"1\">\n            <stop offset=\"0%\" stop-color=\"#5CDBB7\"><\/stop><stop offset=\"100%\" stop-color=\"#29ABE2\"><\/stop>\n          <\/linearGradient>\n        <\/defs>\n        <text x=\"280\" y=\"24\" text-anchor=\"middle\" font-family=\"JetBrains Mono\" font-size=\"10\" fill=\"#7C8AA0\" letter-spacing=\"1\">AI GOVERNANCE ISN'T ONE DEPARTMENT<\/text>\n\n        <rect x=\"200\" y=\"40\" width=\"160\" height=\"42\" rx=\"9\" fill=\"#0D2A2E\" stroke=\"#5CDBB7\" stroke-width=\"1.5\"><\/rect>\n        <text x=\"280\" y=\"66\" text-anchor=\"middle\" font-family=\"Space Grotesk\" font-weight=\"700\" font-size=\"12.5\" fill=\"#5CDBB7\">Executive Leadership<\/text>\n\n        <g stroke=\"url(#bl7)\" stroke-width=\"1.6\" fill=\"none\">\n          <path d=\"M280 82 L280 100 L120 100 L120 118\"><\/path>\n          <path d=\"M280 82 L280 118\"><\/path>\n          <path d=\"M280 82 L280 100 L440 100 L440 118\"><\/path>\n        <\/g>\n\n        <g font-family=\"Space Grotesk\" font-weight=\"700\" font-size=\"12\" fill=\"#fff\">\n          <rect x=\"45\" y=\"118\" width=\"150\" height=\"42\" rx=\"9\" fill=\"#182030\" stroke=\"#2A3648\"><\/rect>\n          <text x=\"120\" y=\"144\" text-anchor=\"middle\">Business Owner<\/text>\n          <rect x=\"205\" y=\"118\" width=\"150\" height=\"42\" rx=\"9\" fill=\"#182030\" stroke=\"#2A3648\"><\/rect>\n          <text x=\"280\" y=\"138\" text-anchor=\"middle\">Subject Matter<\/text>\n          <text x=\"280\" y=\"153\" text-anchor=\"middle\">Expert<\/text>\n          <rect x=\"365\" y=\"118\" width=\"150\" height=\"42\" rx=\"9\" fill=\"#182030\" stroke=\"#2A3648\"><\/rect>\n          <text x=\"440\" y=\"144\" text-anchor=\"middle\">IT<\/text>\n        <\/g>\n\n        <g stroke=\"url(#bl7)\" stroke-width=\"1.6\" fill=\"none\">\n          <path d=\"M120 160 L120 180 L280 180 L280 198\"><\/path>\n          <path d=\"M280 160 L280 198\"><\/path>\n          <path d=\"M440 160 L440 180 L280 180\"><\/path>\n        <\/g>\n\n        <rect x=\"180\" y=\"198\" width=\"200\" height=\"44\" rx=\"9\" fill=\"#182030\" stroke=\"#F04E40\" stroke-width=\"1.5\"><\/rect>\n        <text x=\"280\" y=\"225\" text-anchor=\"middle\" font-family=\"Space Grotesk\" font-weight=\"700\" font-size=\"13\" fill=\"#F04E40\">AI Agent \/ Workflow<\/text>\n\n        <path d=\"M280 242 L280 270\" stroke=\"url(#bl7)\" stroke-width=\"1.6\"><\/path>\n\n        <rect x=\"150\" y=\"270\" width=\"260\" height=\"46\" rx=\"9\" fill=\"#182030\" stroke=\"#8B6FE0\" stroke-width=\"1.5\"><\/rect>\n        <text x=\"280\" y=\"298\" text-anchor=\"middle\" font-family=\"Space Grotesk\" font-weight=\"700\" font-size=\"13\" fill=\"#B8A6EE\">Measurable Outcomes<\/text>\n      <\/svg>\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-dfcaeed e-con e-atomic-element e-div-block-base \" data-id=\"dfcaeed\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"dfcaeed\" id=\"processProblem\">\n    \t\t\t<h2 data-interaction-id=\"d1de879\" class=\"e-d1de879-2840e7f e-heading-base\"><strong>Governance Looks Different Than Most People Expect<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b8834c elementor-widget elementor-widget-text-editor\" data-id=\"5b8834c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOne of the most valuable lessons we&#8217;ve learned is that governance rarely begins with writing new policies. Instead, it begins with conversations like:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-335a136 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"335a136\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Who approves changes to this knowledge?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How often should information be reviewed?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">When should a person intervene?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">What happens if the AI isn't confident?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Who decides when the workflow changes?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7924436 elementor-widget elementor-widget-text-editor\" data-id=\"7924436\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThese aren&#8217;t technical questions. They&#8217;re operational decisions. Technology simply enables them.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-6e9f254 e-con e-atomic-element e-div-block-base \" data-id=\"6e9f254\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"6e9f254\" id=\"whatWeLearned\">\n    \t\t\t<h2 data-interaction-id=\"bbe952a\" class=\"e-bbe952a-7d2018a e-heading-base\"><strong>AI Doesn't Replace Accountability<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-20d028a elementor-widget elementor-widget-text-editor\" data-id=\"20d028a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOne misconception about AI is that once an agent is deployed, it can simply operate on its own. Responsible organizations take a different approach.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0903c8 elementor-widget elementor-widget-text-editor\" data-id=\"b0903c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tAI may complete repetitive tasks. It may retrieve information. It may draft responses. But accountability remains human.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f165b08 elementor-widget elementor-widget-text-editor\" data-id=\"f165b08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tEmployees remain responsible for decisions. Managers remain responsible for outcomes. Leadership remains responsible for organizational priorities.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-297a810 elementor-widget elementor-widget-text-editor\" data-id=\"297a810\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<strong>AI changes how work gets done. It doesn&#8217;t change who owns the work.<\/strong>\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-290240d e-con e-atomic-element e-div-block-base \" data-id=\"290240d\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"290240d\" id=\"governance\">\n    \t\t\t<h2 data-interaction-id=\"cf3ac9d\" class=\"e-cf3ac9d-5fa0712 e-heading-base\"><strong>Governance Evolves as AI Matures<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-14e1093 elementor-widget elementor-widget-text-editor\" data-id=\"14e1093\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOrganizations don&#8217;t need a complex governance framework on day one. In fact, starting too big often slows progress. We&#8217;ve found governance naturally matures alongside AI adoption.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4e80fa e-con e-atomic-element e-div-block-base e-b4e80fa-a0a4c87 \" data-id=\"b4e80fa\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"b4e80fa\">\n    <div class=\"elementor-element elementor-element-f604181 e-con e-atomic-element e-div-block-base e-f604181-300c935 \" data-id=\"f604181\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"f604181\">\n    \t\t\t<p class=\"e-14b9081-bc3cda2 e-paragraph-base\" data-interaction-id=\"14b9081\">Early Stage<\/p>\n\t\t\t\t\t<p class=\"e-2ca8d4a-5420028 e-paragraph-base\" data-interaction-id=\"2ca8d4a\"><strong>One Workflow, Small Team<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a4e631 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2a4e631\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">One workflow.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">One AI Agent<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Small group of stakeholders.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Simple review process.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-0f82baf e-con e-atomic-element e-div-block-base e-0f82baf-0bbd687 \" data-id=\"0f82baf\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"0f82baf\">\n    <div class=\"elementor-element elementor-element-d8fdd94 e-con e-atomic-element e-div-block-base e-d8fdd94-f1a89b9 \" data-id=\"d8fdd94\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"d8fdd94\">\n    \t\t\t<p class=\"e-154744b-cefa2dc e-paragraph-base\" data-interaction-id=\"154744b\">Early Stage<\/p>\n\t\t\t\t\t<p class=\"e-e240030-b10aef9 e-paragraph-base\" data-interaction-id=\"e240030\"><strong>Structured and Documented<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-28f1a27 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"28f1a27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Multiple departments.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Shared knowledge.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Defined content owners.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Documented review cycles<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Role-based access.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-3b87d23 e-con e-atomic-element e-div-block-base e-3b87d23-1f698f8 \" data-id=\"3b87d23\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3b87d23\">\n    <div class=\"elementor-element elementor-element-6c3af4e e-con e-atomic-element e-div-block-base e-6c3af4e-abf7c20 \" data-id=\"6c3af4e\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"6c3af4e\">\n    \t\t\t<p class=\"e-2d08a85-2412ad5 e-paragraph-base\" data-interaction-id=\"2d08a85\">Enterprise Scale<\/p>\n\t\t\t\t\t<p class=\"e-184aaab-69e609d e-paragraph-base\" data-interaction-id=\"184aaab\"><strong>Connected and Standardized<\/strong><\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-219033c elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"219033c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Connected AI agents.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Organization-wide standards.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Central reporting.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lifecycle management<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Continuous Improvement<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ae8be3 elementor-widget elementor-widget-text-editor\" data-id=\"4ae8be3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tGovernance grows with the organization and not ahead of it.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-f26a377 e-con e-atomic-element e-div-block-base \" data-id=\"f26a377\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"f26a377\" id=\"processProblem\">\n    \t\t\t<h2 data-interaction-id=\"aff9659\" class=\"e-aff9659-d2b8fc1 e-heading-base\"><strong>The Organizations That Move Fastest<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-04c13fc elementor-widget elementor-widget-text-editor\" data-id=\"04c13fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tInterestingly, the organizations that deploy AI most successfully aren&#8217;t the ones with the fewest governance conversations. They&#8217;re the ones that have them early.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81dcaee elementor-widget elementor-widget-text-editor\" data-id=\"81dcaee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThey decide: who owns the workflow, who maintains the knowledge, who measures success, who approves changes. Once those answers exist, deployment becomes dramatically easier because everyone understands their role.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa8ce23 e-con e-atomic-element e-div-block-base e-aa8ce23-6ae6da7 background-3 \" data-id=\"aa8ce23\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"aa8ce23\">\n    <div class=\"elementor-element elementor-element-83a6737 e-con e-atomic-element e-div-block-base e-83a6737-152cbcd \" data-id=\"83a6737\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"83a6737\">\n    \t\t\t<p class=\"e-c2009a7-6a82657 terminal-text e-paragraph-base\" data-interaction-id=\"c2009a7\"><strong>From the Field<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-0684ad0-f8ca44e e-paragraph-base\" data-interaction-id=\"0684ad0\">In one rollout, the fastest-moving department wasn't the most technically sophisticated one \u2014 it was the one where a director had already assigned a subject matter expert to own the knowledge base before a single AI conversation happened. That department's technical deployment took two weeks. A neighboring department, still debating who owned what, took three months to reach the same point.<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-3d07776 e-con e-atomic-element e-div-block-base \" data-id=\"3d07776\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3d07776\" id=\"ignaFits\">\n    \t\t\t<h2 data-interaction-id=\"5ad831a\" class=\"e-5ad831a-3970f9b e-heading-base\"><strong>A Simple Governance Conversation<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-f11cd53 elementor-widget elementor-widget-text-editor\" data-id=\"f11cd53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tBefore introducing AI into any workflow, leadership teams should be able to answer five questions.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b0f6fc e-con e-atomic-element e-div-block-base e-7b0f6fc-103b255 \" data-id=\"7b0f6fc\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"7b0f6fc\">\n    <div class=\"elementor-element elementor-element-271e94a e-con e-atomic-element e-div-block-base e-271e94a-0f27b45 \" data-id=\"271e94a\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"271e94a\">\n    \t\t\t<p class=\"e-17c56d5-1079122 e-paragraph-base\" data-interaction-id=\"17c56d5\"><strong>Who owns the business outcome?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-bf0e374 e-con e-atomic-element e-div-block-base e-bf0e374-623126b \" data-id=\"bf0e374\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"bf0e374\">\n    <div class=\"elementor-element elementor-element-7d52ee5 e-con e-atomic-element e-div-block-base e-7d52ee5-2a4b87c \" data-id=\"7d52ee5\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"7d52ee5\">\n    \t\t\t<p class=\"e-223e7f7-9e301ba e-paragraph-base\" data-interaction-id=\"223e7f7\"><strong>Who owns the knowledge?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-3d1bb8f e-con e-atomic-element e-div-block-base e-3d1bb8f-e10502a \" data-id=\"3d1bb8f\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3d1bb8f\">\n    <div class=\"elementor-element elementor-element-da3a932 e-con e-atomic-element e-div-block-base e-da3a932-41145bf \" data-id=\"da3a932\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"da3a932\">\n    \t\t\t<p class=\"e-1a4910c-3a59124 e-paragraph-base\" data-interaction-id=\"1a4910c\"><strong>Who approves significant changes?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-b4bc88b e-con e-atomic-element e-div-block-base e-b4bc88b-449fe27 \" data-id=\"b4bc88b\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"b4bc88b\">\n    <div class=\"elementor-element elementor-element-bd5f8e2 e-con e-atomic-element e-div-block-base e-bd5f8e2-c586e18 \" data-id=\"bd5f8e2\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"bd5f8e2\">\n    \t\t\t<p class=\"e-23cfbf9-85498c0 e-paragraph-base\" data-interaction-id=\"23cfbf9\"><strong>Who monitors success?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-573a030 e-con e-atomic-element e-div-block-base e-573a030-b7c3743 \" data-id=\"573a030\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"573a030\">\n    <div class=\"elementor-element elementor-element-68c5ba0 e-con e-atomic-element e-div-block-base e-68c5ba0-ad02d10 \" data-id=\"68c5ba0\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"68c5ba0\">\n    \t\t\t<p class=\"e-8f54f4e-8ed7cb1 e-paragraph-base\" data-interaction-id=\"8f54f4e\"><strong>When should people remain involved?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n\t\t<div class=\"elementor-element elementor-element-265e1a3 elementor-widget elementor-widget-text-editor\" data-id=\"265e1a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIf those questions have clear answers, governance is already beginning to take shape.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c10438 elementor-widget elementor-widget-html\" data-id=\"5c10438\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"tbl-wrap\">\n      <table class=\"matrix\">\n        <thead><tr><th>Responsibility<\/th><th>Business<\/th><th>SME<\/th><th>IT<\/th><th>Leadership<\/th><\/tr><\/thead>\n        <tbody>\n          <tr><td>Defines workflow<\/td><td class=\"yes\">\u2713<\/td><td><\/td><td><\/td><td><\/td><\/tr>\n          <tr><td>Owns knowledge<\/td><td><\/td><td class=\"yes\">\u2713<\/td><td><\/td><td><\/td><\/tr>\n          <tr><td>Platform &amp; security<\/td><td><\/td><td><\/td><td class=\"yes\">\u2713<\/td><td><\/td><\/tr>\n          <tr><td>Measures success<\/td><td class=\"yes\">\u2713<\/td><td><\/td><td><\/td><td class=\"yes\">\u2713<\/td><\/tr>\n          <tr><td>Strategic direction<\/td><td><\/td><td><\/td><td><\/td><td class=\"yes\">\u2713<\/td><\/tr>\n          <tr><td>AI lifecycle oversight<\/td><td class=\"yes\">\u2713<\/td><td class=\"yes\">\u2713<\/td><td class=\"yes\">\u2713<\/td><td class=\"yes\">\u2713<\/td><\/tr>\n        <\/tbody>\n      <\/table>\n    <\/div>\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-a0b7fa0 e-con e-atomic-element e-div-block-base \" data-id=\"a0b7fa0\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"a0b7fa0\" id=\"processProblem\">\n    \t\t\t<h2 data-interaction-id=\"a9a9ca1\" class=\"e-a9a9ca1-c8ba644 e-heading-base\"><strong>Governance Builds Trust<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-10fe7a8 elementor-widget elementor-widget-text-editor\" data-id=\"10fe7a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tTechnology may create capability. Governance creates confidence.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77b97dd elementor-widget elementor-widget-text-editor\" data-id=\"77b97dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tEmployees trust AI when they know where information comes from. Leaders trust AI when they understand how decisions are made. Customers and citizens trust AI when they know people remain accountable.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26bd518 elementor-widget elementor-widget-text-editor\" data-id=\"26bd518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThat&#8217;s why governance isn&#8217;t about slowing innovation. It&#8217;s about making innovation sustainable.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-32943a0 e-con e-atomic-element e-div-block-base \" data-id=\"32943a0\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"32943a0\" id=\"processProblem\">\n    \t\t\t<h2 data-interaction-id=\"0e0c76f\" class=\"e-0e0c76f-adb6fe6 e-heading-base\"><strong>What We've Learned<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-d21f418 elementor-widget elementor-widget-text-editor\" data-id=\"d21f418\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOne observation has remained consistent across every AI deployment we&#8217;ve supported.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4236340 elementor-widget elementor-widget-text-editor\" data-id=\"4236340\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOrganizations that treat governance as an operational discipline move faster than those that treat it as a compliance exercise.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7be499 elementor-widget elementor-widget-text-editor\" data-id=\"f7be499\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tWhy? Because they&#8217;re solving the right problem. They&#8217;re not asking, &#8220;How do we control AI?&#8221; They&#8217;re asking, &#8220;How do we ensure this workflow continues to improve?&#8221;\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9e1bc elementor-widget elementor-widget-text-editor\" data-id=\"5b9e1bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThat shift in perspective changes everything.\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n<div class=\"elementor-element elementor-element-81607c6 e-con e-atomic-element e-div-block-base \" data-id=\"81607c6\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"81607c6\" id=\"startSmaller\">\n    \t\t\t<h2 data-interaction-id=\"8f2f865\" class=\"e-8f2f865-7629f0f e-heading-base\"><strong>Implementation Insight<\/strong><\/h2>\n\t\t<div class=\"elementor-element elementor-element-578123e e-con e-atomic-element e-div-block-base e-578123e-8e30944 background-3 \" data-id=\"578123e\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"578123e\">\n    <div class=\"elementor-element elementor-element-6d2e3e3 e-con e-atomic-element e-div-block-base e-6d2e3e3-e2b2b9b \" data-id=\"6d2e3e3\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"6d2e3e3\">\n    \t\t\t<p class=\"e-071099d-7d615fa terminal-text e-paragraph-base\" data-interaction-id=\"071099d\"><strong>From the IGNA platform team<\/strong><\/p>\n\t\t\t\t\t<p class=\"e-3a8a085-d13239a e-paragraph-base\" data-interaction-id=\"3a8a085\">One of the first discussions during the IGNA AI Operations Sprint isn't about technology - it's about ownership. Before recommending an AI solution, we work with stakeholders to identify who owns the workflow, who maintains the knowledge, how success will be measured, and where human oversight belongs. Those decisions create the operational foundation that allows AI to scale confidently across the organization<\/p>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-0b2b139 e-con e-atomic-element e-div-block-base \" data-id=\"0b2b139\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"0b2b139\" id=\"ignaFits\">\n    \t\t\t<h2 data-interaction-id=\"17785fa\" class=\"e-17785fa-5f008a2 e-heading-base\"><strong>Executive Checklist<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ecfd79 elementor-widget elementor-widget-text-editor\" data-id=\"5ecfd79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tBefore deploying an AI agent, ask:\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-322353b e-con e-atomic-element e-div-block-base e-322353b-9e6edaa \" data-id=\"322353b\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"322353b\">\n    <div class=\"elementor-element elementor-element-23a55db e-con e-atomic-element e-div-block-base e-23a55db-0c9e9ee \" data-id=\"23a55db\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"23a55db\">\n    \t\t\t<p class=\"e-5c7ff36-49267cb e-paragraph-base\" data-interaction-id=\"5c7ff36\"><strong>Is there a clear business owner for this workflow?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-2eea341 e-con e-atomic-element e-div-block-base e-2eea341-24e50bd \" data-id=\"2eea341\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"2eea341\">\n    <div class=\"elementor-element elementor-element-058133d e-con e-atomic-element e-div-block-base e-058133d-315caa2 \" data-id=\"058133d\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"058133d\">\n    \t\t\t<p class=\"e-bf9862c-55dcfa3 e-paragraph-base\" data-interaction-id=\"bf9862c\"><strong>Who is responsible for keeping the underlying knowledge accurate?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-c63b509 e-con e-atomic-element e-div-block-base e-c63b509-81a024b \" data-id=\"c63b509\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"c63b509\">\n    <div class=\"elementor-element elementor-element-307e946 e-con e-atomic-element e-div-block-base e-307e946-2ddd900 \" data-id=\"307e946\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"307e946\">\n    \t\t\t<p class=\"e-a19c4c9-04e11ad e-paragraph-base\" data-interaction-id=\"a19c4c9\"><strong>How will we know the AI is successful?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-bbed92a e-con e-atomic-element e-div-block-base e-bbed92a-ece8f42 \" data-id=\"bbed92a\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"bbed92a\">\n    <div class=\"elementor-element elementor-element-4b74e87 e-con e-atomic-element e-div-block-base e-4b74e87-b62c619 \" data-id=\"4b74e87\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"4b74e87\">\n    \t\t\t<p class=\"e-9ab1810-e5166c3 e-paragraph-base\" data-interaction-id=\"9ab1810\"><strong>Where is human approval still required?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-8c88670 e-con e-atomic-element e-div-block-base e-8c88670-3f92e7d \" data-id=\"8c88670\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"8c88670\">\n    <div class=\"elementor-element elementor-element-76e96c0 e-con e-atomic-element e-div-block-base e-76e96c0-64f027f \" data-id=\"76e96c0\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"76e96c0\">\n    \t\t\t<p class=\"e-59d4a69-5d87e59 e-paragraph-base\" data-interaction-id=\"59d4a69\"><strong>Who reviews and approves future changes?<\/strong><\/p>\n\t\t\n<\/div>\n\n<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf2d862 elementor-widget elementor-widget-text-editor\" data-id=\"cf2d862\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tIf those questions don&#8217;t yet have clear answers, the next step isn&#8217;t choosing a different AI platform. You are choosing to clarify ownership.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf7348f e-con e-atomic-element e-div-block-base \" data-id=\"bf7348f\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"bf7348f\" id=\"faq\">\n    \t\t\t<h2 data-interaction-id=\"df8b810\" class=\"e-df8b810-2881696 e-heading-base\"><strong>Frequently Asked Questions<\/strong><\/h2>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6c4fcf elementor-widget elementor-widget-n-accordion\" data-id=\"a6c4fcf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1740\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1740\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Who should own an AI agent if no one currently owns the workflow? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1740\" class=\"elementor-element elementor-element-7cc6e94 e-con-full e-flex e-con e-child\" data-id=\"7cc6e94\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<p class=\"e-531e11a-1857128 e-paragraph-base\" data-interaction-id=\"531e11a\">That's usually the first governance decision to make, and it's often more valuable than any technology choice. A director or manager closest to the outcome is typically the right candidate - the important part is naming someone before deployment, not after.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1741\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1741\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Does every AI agent need a compliance reviewer? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1741\" class=\"elementor-element elementor-element-3b37984 e-con-full e-flex e-con e-child\" data-id=\"3b37984\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<p class=\"e-9841838-b438ae7 e-paragraph-base\" data-interaction-id=\"9841838\">No. Compliance and legal involvement scales with regulatory exposure - a low-risk internal FAQ agent needs far less oversight than one handling financial or healthcare decisions. The governance responsibility matrix should reflect that difference.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1742\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1742\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How does this relate to the C.A.S.E. standard on the Governance page? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1742\" class=\"elementor-element elementor-element-7bbea64 e-con-full e-flex e-con e-child\" data-id=\"7bbea64\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<p class=\"e-25a09e1-e8e7879 e-paragraph-base\" data-interaction-id=\"25a09e1\">C.A.S.E. (Connect, Align, Structure, Evaluate) describes the standard an agent's behavior should meet. This article describes who is responsible for making sure it meets that standard over time. One is the bar; the other is who's accountable for clearing it.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1743\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1743\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How much governance do we need before our first agent? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1743\" class=\"elementor-element elementor-element-4621469 e-con-full e-flex e-con e-child\" data-id=\"4621469\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<p class=\"e-2328ad8-4cb8183 e-paragraph-base\" data-interaction-id=\"2328ad8\">Very little at first. A single workflow, one accountable business owner, and a simple review process is enough to start responsibly - the framework should mature alongside adoption, not precede it.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n<div class=\"elementor-element elementor-element-3cad1d7 e-con e-atomic-element e-div-block-base e-3cad1d7-83ad5d8 \" data-id=\"3cad1d7\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"3cad1d7\">\n    <div class=\"elementor-element elementor-element-d20036f e-con e-atomic-element e-div-block-base hero-section e-d20036f-ed267d2 \" data-id=\"d20036f\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"d20036f\">\n    <div class=\"elementor-element elementor-element-36978a7 e-con e-atomic-element e-div-block-base e-36978a7-56afc9f \" data-id=\"36978a7\" data-element_type=\"e-div-block\" data-e-type=\"e-div-block\" data-interaction-id=\"36978a7\">\n    \t\t\t<p class=\"e-fb3a488-2f85959 terminal-text e-paragraph-base\" data-interaction-id=\"fb3a488\"><strong>Next Step<\/strong><\/p>\n\t\t\t\t\t<h3 data-interaction-id=\"928f970\" class=\"e-928f970-c44a616 e-heading-base\"><strong>Find your first governed AI agent in 30 days.<\/strong><\/h3>\n\t\t\t\t\t<p class=\"e-4d8df7a-2113a2d e-paragraph-base\" data-interaction-id=\"4d8df7a\">The sprint takes you from AI interest to a practical first-agent roadmap - with evidence before commitment.<\/p>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ce21dc elementor-mobile-align-justify hover-btn elementor-widget elementor-widget-button\" data-id=\"3ce21dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/igna\/30-day-sprint\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start the 30-Day Sprint <\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Successful AI governance is about more than security and compliance. Learn why business ownership, trusted knowledge, human oversight, and cross-functional collaboration are the foundations of responsible AI, enabling organizations to scale AI confidently while delivering measurable business outcomes.<\/p>\n","protected":false},"author":1,"featured_media":0,"template":"elementor_header_footer","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"article_category":[10],"article_tags":[],"class_list":["post-1508","articles","type-articles","status-publish","hentry","article_category-public-sector"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Governance Starts with the Business | IGNA<\/title>\n<meta name=\"description\" content=\"Learn why successful AI governance starts with business ownership, trusted knowledge, and clear accountability\u2014not just technology. 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