{"id":868926,"date":"2026-08-31T08:29:37","date_gmt":"2026-08-31T08:29:37","guid":{"rendered":"https:\/\/www.capgemini.com\/no-no\/?post_type=research-and-insight&#038;p=868926"},"modified":"2026-09-01T08:39:28","modified_gmt":"2026-09-01T08:39:28","slug":"scaling-adaptive-ai-in-manufacturing","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/no-no\/insights\/research-library\/scaling-adaptive-ai-in-manufacturing\/","title":{"rendered":"Scaling Adaptive AI in Manufacturing"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Adaptive-AI-web-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Intelligent industry<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering-white.svg\" alt=\"capgemini-engineering\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering.svg\" alt=\"capgemini-engineering\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Scaling Adaptive AI in Manufacturing<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Bringing adaptive, intelligent systems to life in brownfield environments<\/h2><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/09\/Everest_Group_Operationalizing_Adaptive_AI_across_the_Manufacturing_Sho-1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the report<\/span><span class=\"type\">2 MB pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1239937\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1239937\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 id=\"h-adaptive-ai-is-becoming-essential-for-the-next-phase-of-manufacturing-transformation-but-most-companies-are-struggling-to-turn-its-promise-into-reality\" class=\"wp-block-heading\">Adaptive AI is becoming essential for the next phase of manufacturing transformation, but most companies are struggling to turn its promise into reality.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Today, manufacturing operations are still held back by reactive decision-making, rigid processes, and fragmented systems\u2014especially in complex brownfield environments with legacy infrastructure. Despite growing investment in AI and digital technologies, scaling these initiatives remains difficult, with most failing to move beyond pilot stages.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The core challenge lies in bridging the gap between vision and execution. While the idea of intelligent, adaptive manufacturing is clear, legacy systems, siloed data, and poor IT-OT integration continue to slow progress.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Slower responses to disruptions<\/li>\n\n\n\n<li>Underutilized data<\/li>\n\n\n\n<li>Limited ROI from AI investments<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">To stay competitive, manufacturers need to move beyond incremental improvements to <strong>adaptive, intelligent operations that can respond in real time and at scale<\/strong>.<\/p>\n\n\n\n<h3 id=\"h-the-opportunity-from-reactive-to-adaptive\" class=\"wp-block-heading\">The opportunity: From reactive to adaptive<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Adaptive AI enables systems to continuously sense, analyze, and act in real time\u2014unlocking self-optimizing operations that improve productivity, resilience, and sustainability.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is ultimately about helping manufacturers transition from isolated AI experiments to <strong>scalable, intelligent operations<\/strong>, with a structured approach to overcoming barriers and operationalizing AI across existing environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Adaptive AI enables manufacturing systems to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sense<\/strong> real-time conditions across operations<\/li>\n\n\n\n<li><strong>Analyze<\/strong> data continuously using AI-driven models<\/li>\n\n\n\n<li><strong>Act<\/strong> instantly through automated, event-driven decisions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This creates <strong>adaptive manufacturing systems<\/strong>\u2014environments that continuously learn, self-optimize, and dynamically adjust production, quality, maintenance, and supply chain processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Key capabilities include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time, event-driven decision-making<\/li>\n\n\n\n<li>Closed-loop execution (insight \u2192 action)<\/li>\n\n\n\n<li>Embedded intelligence within workflows<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The impact is tangible:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Faster decisions (up to 5x)<\/li>\n\n\n\n<li>Higher productivity and quality<\/li>\n\n\n\n<li>Reduced downtime and waste<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In essence, it\u2019s the shift from <strong>automation to autonomy<\/strong>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-how-we-do-it section section--howwedoit block-howwedoit is-align-center\"><div class=\"container\"><div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"72\" class=\"expandable-heading-tag\">How we help: From pilots to production<\/h2><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"col-12 col-md-8\"><p>At Capgemini, we help manufacturers bridge the gap between <strong>AI ambition and operational reality<\/strong>\u2014turning isolated experiments into scalable impact.<\/p><\/div><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"col-12 col-md-8\"><div class=\"section-content\">\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\"><strong>1. Define the right foundation<\/strong><\/h3><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Assess current maturity<\/li><li>Design adaptive AI strategy and roadmap<\/li><li>Establish scalable architecture principles<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\"><strong>2. Build a connected, intelligent ecosystem<\/strong><\/h3><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Integrate IT and OT systems into a unified data backbone<\/li><li>Enable event-driven, real-time architectures<\/li><li>Deploy edge + cloud infrastructure for scalable intelligence<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\"><strong>3. Operationalize AI at scale<\/strong><\/h3><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Embed AI into core workflows (production, quality, maintenance)<\/li><li>Implement autonomous and human-in-the-loop decision systems<\/li><li>Scale use cases across plants and networks<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\"><strong>4. Orchestrate the ecosystem<\/strong><\/h3><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Bring together industrial platforms, hyperscalers, and AI partners<\/li><li>Ensure interoperability, governance, and security<\/li><li>Accelerate deployment with proven frameworks and accelerators<\/li><\/ul><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div><div class=\"article-text article-quote-text\">\n<p class=\"wp-block-paragraph\">From pilots to production, from insights to action\u2014we help you build truly adaptive, self-optimizing manufacturing operations.<strong> \u00a0<a href=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/09\/Everest_Group_Operationalizing_Adaptive_AI_across_the_Manufacturing_Sho-1.pdf\" type=\"link\" id=\"https:\/\/www.capgemini.com\/no-no\/wp-content\/uploads\/sites\/23\/2026\/09\/Everest_Group_Operationalizing_Adaptive_AI_across_the_Manufacturing_Sho-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Click here<\/a> <\/strong>to access the report<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Bringing adaptive, intelligent systems to life in brownfield environments<\/p>\n","protected":false},"author":440,"featured_media":868927,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":82,"primary_term":"Intelligent industry","featured_focal_points":"{\"x\":0.66,\"y\":0.41}"},"tags":[],"research-and-insight-type":[68],"theme":[82],"brand":[160],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-868926","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-report","theme-intelligent-industry","brand-capgemini-engineering"],"yoast_head":"<!-- This site is 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