{"id":537313,"date":"2026-04-17T14:29:28","date_gmt":"2026-04-17T14:29:28","guid":{"rendered":"https:\/\/www.capgemini.com\/pt-en\/?post_type=research-and-insight&#038;p=537313"},"modified":"2026-04-17T14:29:31","modified_gmt":"2026-04-17T14:29:31","slug":"ai-in-robotics","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pt-en\/insights\/research-library\/ai-in-robotics\/","title":{"rendered":"Physical AI"},"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\/04\/AI-in-robotics.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/AI-in-robotics.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\">Data and AI<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Physical AI<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Taking human-robot collaboration to the next level<\/h2><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/CRI_Physical-AI-Report-Final-web-version.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the report<\/span><span class=\"type\">10 MB pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/CRI_Physical-AI-Infographic.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the infographic<\/span><span class=\"type\">1 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=1192691\" 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=1192691\" 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 class=\"wp-block-heading\" id=\"h-physical-ai-is-taking-ai-beyond-screens-and-into-the-physical-world\">Physical AI is taking AI beyond screens and into the physical world. <\/h2>\n\n\n\n<p>By enabling machines to perceive, reason, and act autonomously, it is reshaping what robots can do \u2013 and where they can operate. In robotics, this marks a fundamental shift: from fixed, pre-programmed systems to adaptive, context-aware machines that can generalize across tasks and complex environments.<\/p>\n\n\n\n<p><em>Physical AI: Taking human-robot collaboration to the next level<\/em>, a new report from the Capgemini Research Institute, explores how physical AI is transforming robotics, the value it unlocks, and what it will take for organizations to scale deployments safely and effectively. Drawing on a global survey of 1,678 senior executives across 15 industries, complemented by in-depth interviews across the physical AI and robotics ecosystem, the report provides a grounded view of adoption timelines, use case maturity, and the organizational readiness required to move beyond pilots. Key findings include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Physical AI is widely viewed as a game-changer across multiple dimensions.<\/strong>&nbsp;Over two-thirds of executives (67%) see physical AI as game-changing, enabling robots to interpret context, adapt in real time, and operate in unstructured environments.&nbsp;<\/li>\n\n\n\n<li><strong>Adoption is already underway and scaling rapidly. <\/strong>Nearly eight in ten organizations (79%) are already engaging with physical AI today, signaling strong momentum from experimentation to deployment.<\/li>\n\n\n\n<li><strong>Labor pressures are accelerating demand.<\/strong>&nbsp;Labor shortages alone are pushing adoption forward, cited by 74% of executives as a primary driver toward adaptive, AI\u2011enabled robotics.<\/li>\n\n\n\n<li><strong>Value extends beyond efficiency gains. <\/strong>60% percent of executives say physical AI will make previously impractical use cases viable, expanding impact across productivity, resilience, safety, and growth.<\/li>\n\n\n\n<li><strong>Humanoid robots inspire conviction, but timelines remain long.<\/strong>&nbsp;While widely seen as transformational, the average timeline to scale humanoid robots is seven years, reflecting ongoing technology, safety, cost, and acceptance challenges.<\/li>\n<\/ul>\n\n\n\n<p><em>Physical AI: Taking human-robot collaboration to the next level<\/em> is intended for CTOs, CIOs, CDOs, CROs and senior executives shaping robotics and automation strategies \u2013 including technology, innovation, manufacturing, supply chain, safety, and regulatory leaders \u2013 across industrial, service, and consumer-facing environments. The report outlines five priority actions for organizations to unlock the potential of physical AI:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build a clear understanding of physical AI\u2019s current capabilities and limits<\/li>\n\n\n\n<li>Start with confidence-building use cases<\/li>\n\n\n\n<li>Design through form exploration and avoid defaulting to humanoids<\/li>\n\n\n\n<li>Redesign workflows for human-robot collaboration<\/li>\n\n\n\n<li>Scale through platform-based architectures<\/li>\n<\/ul>\n\n\n\n<p>To succeed, these actions must be anchored in trust, supported by robust safety, governance, and human-oversight guardrails, and sustained through ongoing engagement with a fast-evolving physical AI ecosystem.<\/p>\n\n\n\n<p>To learn more about how organizations can unlock value from physical AI in robotics, and what it takes to scale safely and effectively, <a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/Final-Web-Version-Report-Physical-AI.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">download the rep<\/a><a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/CRI_Physical-AI-Report-Final-web-version.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">ort<\/a> today.<a id=\"_msocom_1\"><\/a><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader c077bad7-4940-44ec-87f9-0821c194bcf6\">\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent \">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"The world\u2019s leading industrial show | April 20-April 24, Hall 15, Booth F52Hannover Messe 2026 is one of the world\u2019s leading industrial trade fairs, bringing together global innovators to explore the future of automation, digitalization, AI, and sustainable manufacturing.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tThe world\u2019s leading industrial show | April 20-April 24, Hall 15, Booth F52<br>Hannover Messe 2026 is one of the world\u2019s leading industrial trade fairs, bringing together global innovators to explore the future of automation, digitalization, AI, and sustainable manufacturing.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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