{"id":1715,"date":"2025-08-18T18:16:39","date_gmt":"2025-08-18T18:16:39","guid":{"rendered":"https:\/\/insightkraft.com\/?p=1715"},"modified":"2025-08-18T18:16:39","modified_gmt":"2025-08-18T18:16:39","slug":"rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes","status":"publish","type":"post","link":"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/","title":{"rendered":"Rewired: How to Build a Digital &#038; AI Enterprise That Outcompetes"},"content":{"rendered":"\n<p><strong>Eric Lamarre, Kate Smaje, Rodney Zemmel \u2014 McKinsey &amp; Company<\/strong><\/p>\n\n\n\n<p>Digital and AI transformation is not a one-off project \u2014 it\u2019s a permanent shift in how companies work, innovate, and compete.<br>In&nbsp;<em>Rewired<\/em>, McKinsey distils a decade of transformation experience into a&nbsp;six\u2011capability model&nbsp;that organisations must build in parallel to succeed:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Business-led Roadmap<\/strong><\/li>\n\n\n\n<li><strong>Talent<\/strong><\/li>\n\n\n\n<li><strong>Operating Model<\/strong><\/li>\n\n\n\n<li><strong>Technology<\/strong><\/li>\n\n\n\n<li><strong>Data<\/strong><\/li>\n\n\n\n<li><strong>Adoption &amp; Scaling<\/strong><\/li>\n<\/ol>\n\n\n\n<p>The book\u2019s central finding?&nbsp;Top performers win not because they have more technology, but because they systematically build these enterprise capabilities \u2014 and keep improving them.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Key Points Discussed<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Business%E2%80%91Led_Roadmap\" >Business\u2011Led Roadmap<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Talent\" >Talent<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Operating_Model\" >Operating Model<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Technology\" >Technology<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Data\" >Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Adoption_Scaling\" >Adoption &amp; Scaling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#The_Integration_Principle\" >The Integration Principle<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/insightkraft.com\/index.php\/2025\/08\/18\/rewired-how-to-build-a-digital-ai-enterprise-that-outcompetes\/#Closing_Insight_from_Rewired\" >Closing Insight from&nbsp;Rewired<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Business%E2%80%91Led_Roadmap\"><\/span><strong>Business\u2011Led Roadmap<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section One<\/em><\/p>\n\n\n\n<p>Successful transformations start with&nbsp;<strong>alignment, focus, and a C\u2011suite \u201ccontract\u201d.<\/strong><br>The roadmap answers&nbsp;<em>what<\/em>&nbsp;you\u2019re trying to achieve,&nbsp;<em>where<\/em>&nbsp;you\u2019ll start, and&nbsp;<em>what capabilities<\/em>&nbsp;you must build.<\/p>\n\n\n\n<p><strong>Core principles from the book:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Focus initial efforts on&nbsp;<strong>2\u20135 business domains<\/strong>&nbsp;with the biggest value and feasibility.<\/li>\n\n\n\n<li>Use a&nbsp;<strong>five\u2011step domain reimagination process<\/strong>: define problems, design solutions, assess tech\/data, estimate impact, and plan change management.<\/li>\n\n\n\n<li>The roadmap is a binding agreement: it commits resources, defines benefits, and spells out enterprise capability build\u2011out.<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>A large agricultural firm under competitive pressure devoted its early transformation to the commercial domain, equipping agronomists to better serve growers \u2014 building credibility and momentum before scaling.<\/p>\n\n\n\n<p><strong>Self\u2011check prompts from the book:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Can your C\u2011suite describe the vision, value at stake, and first domains in under a minute?<br>Are investments and capabilities aligned to those domains?<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Talent\"><\/span><strong>Talent<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section Two<\/em><\/p>\n\n\n\n<p>\u201cYou can\u2019t outsource your way to digital excellence.\u201d<br>Core competitive differentiation comes from having the&nbsp;<strong>right talent in\u2011house<\/strong>, working directly with business teams.<\/p>\n\n\n\n<p><strong>Key elements from the text:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>70\u201380%<\/strong>&nbsp;of core digital talent should be employees, not contractors.<\/li>\n\n\n\n<li>Build a&nbsp;<strong>Talent Win Room<\/strong>&nbsp;\u2014 a dedicated agile HR unit to source, onboard, and retain digital talent.<\/li>\n\n\n\n<li>Professionalise&nbsp;<strong>skills assessment<\/strong>: combine manager review, self\u2011assessment, online testing, and technical interviews.<\/li>\n\n\n\n<li>Create&nbsp;<strong>dual career paths<\/strong>&nbsp;for technologists and managers.<\/li>\n\n\n\n<li>Foster&nbsp;<strong>craftsmanship excellence<\/strong>: clear career architecture, ongoing learning journeys, and expert mentoring.<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>A global insurer shifted from layers of project managers to full\u2011stack engineers, boosting throughput by 15% and morale significantly.<\/p>\n\n\n\n<p><strong>Reflection prompts from the book:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Would your best engineers turn down Big Tech offers because their best work is here?<br>Is there a clear skills map showing who can actually deliver on your roadmap?<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Operating_Model\"><\/span><strong>Operating Model<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section Three<\/em><\/p>\n\n\n\n<p>Agility at scale means choosing an operating model that supports&nbsp;<strong>hundreds of cross\u2011functional pods<\/strong>.<\/p>\n\n\n\n<p><strong>Three proven models:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Digital Factory<\/strong>&nbsp;\u2013 central build hub serving business units.<\/li>\n\n\n\n<li><strong>Product &amp; Platform (P&amp;P)<\/strong>&nbsp;\u2013 integrates business, operations, and tech for domain\u2011 and platform\u2011based innovation.<\/li>\n\n\n\n<li><strong>Enterprise\u2011Wide Agility<\/strong>&nbsp;\u2013 agile principles applied across all functions.<\/li>\n<\/ol>\n\n\n\n<p><strong>Pod success factors:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Clear mission &amp; measurable OKRs<\/li>\n\n\n\n<li>Cross\u2011disciplinary &amp; dedicated members<\/li>\n\n\n\n<li>Autonomy &amp; accountability<\/li>\n\n\n\n<li>Fast user\u2011centric iteration<\/li>\n<\/ul>\n\n\n\n<p><strong>Embedded disciplines:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Quarterly Business Reviews<\/strong>&nbsp;to align funding and priorities<\/li>\n\n\n\n<li><strong>Product Management<\/strong>&nbsp;as a core capability: POs act as \u201cmini\u2011CEOs\u201d with customer, market, tech, and leadership skills<\/li>\n\n\n\n<li><strong>Customer Experience (CX) Design<\/strong>&nbsp;embedded from the start, focusing on a \u201cminimal lovable product\u201d for adoption<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>Spotify\u2019s&nbsp;<em>Backstage<\/em>&nbsp;platform gave pods instant access to standard tools and services, accelerating onboarding and productivity.<\/p>\n\n\n\n<p><strong>Book\u2019s readiness checks:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Are control functions (risk, compliance) integrated into pods?<br>Do your POs have the skill depth to own business outcomes?<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Technology\"><\/span><strong>Technology<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section Four<\/em><\/p>\n\n\n\n<p><strong>Architectural flexibility determines innovation speed.<\/strong><br>The goal: a&nbsp;<strong>decoupled, distributed tech environment<\/strong>&nbsp;where teams can build and release without central bottlenecks.<\/p>\n\n\n\n<p><strong>Core shifts from the book:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Point\u2011to\u2011point \u2192 API\u2011first, microservices<\/li>\n\n\n\n<li>Manual \u2192 Automated (Infrastructure as Code, CI\/CD)<\/li>\n\n\n\n<li>Fixed \u2192 Modular &amp; evolving<\/li>\n\n\n\n<li>Batch \u2192 Real\u2011time streaming<\/li>\n<\/ul>\n\n\n\n<p><strong>Other technology mandates:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Value\u2011driven cloud adoption<\/strong>: choose migration approach (Retire, Repurchase, Rehost, Replatform, Refactor, Retain) per app\/domain<\/li>\n\n\n\n<li><strong>DevOps\/DevSecOps<\/strong>&nbsp;automation from code to deployment<\/li>\n\n\n\n<li><strong>Internal Developer Platforms<\/strong>&nbsp;for instant, compliant sandbox provisioning<\/li>\n\n\n\n<li><strong>Production\u2011grade environments<\/strong>: secure, scalable, monitored<\/li>\n\n\n\n<li><strong>MLOps<\/strong>&nbsp;to keep AI models accurate, monitored, and retrained<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>Emirates NBD created 800+ microservices with strong API governance, moving faster across multiple domains.<\/p>\n\n\n\n<p><strong>Book\u2019s questions to leaders:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>What\u2019s our average commit\u2011to\u2011production time?<br>Are APIs discoverable, reused, and governed?<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data\"><\/span><strong>Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section Five<\/em><\/p>\n\n\n\n<p>Scaling AI and analytics hinges on&nbsp;<strong>treating data as a product<\/strong>&nbsp;\u2014 curated, governed, easy for pods to consume.<\/p>\n\n\n\n<p><strong>Book\u2019s framework:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prioritize data products for high\u2011value domains (e.g., Customer 360)<\/li>\n\n\n\n<li>Apply&nbsp;<strong>9D Data Quality<\/strong>&nbsp;metrics (accuracy, timeliness, security, etc.)<\/li>\n\n\n\n<li>Federated data governance with clear ownership<\/li>\n\n\n\n<li>Modern data architecture (lakes, warehouses, mesh) aligned to business needs<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>A credit card company consolidated 200+ data stores into 8 governed data products, saving $300M\/year and speeding solution delivery.<\/p>\n\n\n\n<p><strong>Self\u2011diagnostic from the text:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>What % of AI\/analytics time is spent wrangling data vs. creating value? Over 50% signals a problem.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Adoption_Scaling\"><\/span><strong>Adoption &amp; Scaling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><em>Section Six<\/em><\/p>\n\n\n\n<p>Even the best digital solutions deliver nothing&nbsp;<strong>if not adopted and scaled<\/strong>.<\/p>\n\n\n\n<p><strong>Scaling playbook from the book:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Design for&nbsp;<strong>replication\u2011by\u2011default<\/strong>: modular architecture, reusable code, APIs<\/li>\n\n\n\n<li>Manage adoption as rigorously as development: incentives, change management, training<\/li>\n\n\n\n<li>Track enterprise KPIs for usage, performance, and business value<\/li>\n\n\n\n<li>Embed&nbsp;<strong>Digital Trust<\/strong>&nbsp;\u2014 risk, compliance, AI ethics \u2014 from day one<\/li>\n<\/ul>\n\n\n\n<p><strong>Case insight:<\/strong><br>A food producer cut 400 scattered initiatives to focus on 3 high\u2011value domains, pairing tech with deep change management \u2014 netting $150M+ annually within 18 months.<\/p>\n\n\n\n<p><strong>Book\u2019s questions for teams:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Did our last \u201clighthouse\u201d become a standard across the company \u2014 or just an award\u2011winning pilot?<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Integration_Principle\"><\/span><strong>The Integration Principle<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The authors stress:&nbsp;<strong>These capabilities cannot be built in isolation.<\/strong><br>The roadmap (Section 1) must align with data plans (Section 5), scaling methods (Section 6), talent pipelines (Section 2), operating model (Section 3), and the tech platform (Section 4).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Closing_Insight_from_Rewired\"><\/span><strong>Closing Insight from&nbsp;<em>Rewired<\/em><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Technology is easy to buy.<br><strong>Capabilities are hard to build \u2014 and they\u2019re what sustain competitive advantage.<\/strong><br>Winning organisations weave business, talent, operating model, tech, data, and adoption disciplines into one coherent system \u2014 and keep evolving it.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Eric Lamarre, Kate Smaje, Rodney Zemmel \u2014 McKinsey &amp; Company Digital and AI transformation is not a one-off project \u2014 it\u2019s a permanent shift in how companies work, innovate, and compete.In&nbsp;Rewired, McKinsey distils a decade of transformation experience into a&nbsp;six\u2011capability model&nbsp;that organisations must build in parallel to succeed: The book\u2019s central finding?&nbsp;Top performers win not [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,6],"tags":[154,153,151],"class_list":["post-1715","post","type-post","status-publish","format-standard","hentry","category-blog","category-industry","tag-ai-and-data-strategy","tag-digital-consulting","tag-digital-transformation"],"views":314,"_links":{"self":[{"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/posts\/1715","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/comments?post=1715"}],"version-history":[{"count":2,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/posts\/1715\/revisions"}],"predecessor-version":[{"id":1717,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/posts\/1715\/revisions\/1717"}],"wp:attachment":[{"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/media?parent=1715"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/categories?post=1715"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insightkraft.com\/index.php\/wp-json\/wp\/v2\/tags?post=1715"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}