{"id":537313,"date":"2026-04-16T07:20:46","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\/05\/CRI_Physical-AI-Report-8th-draft-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 id=\"h-physical-ai-is-taking-ai-beyond-screens-and-into-the-physical-world\" class=\"wp-block-heading\">Physical AI is taking AI beyond screens and into the physical world. <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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. <\/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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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\/05\/CRI_Physical-AI-Report-Final-web-version-2.pdf\">downloa<\/a><a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/05\/CRI_Physical-AI-Report-8th-draft-web-version.pdf\">d the report<\/a> today.<a id=\"_msocom_1\"><\/a><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined is-style-cg-secondary-3 call-to-action-block\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper has-description\"><div class=\"text-wrapper has-description\"><h3 class=\"title\" data-maxlength=\"144\">Stay informed<\/h3><p class=\"description\" data-maxlength=\"210\">Subscribe to have the latest reports from the Capgemini Research Institute delivered direct to your inbox.<\/p><\/div><div class=\"button-wrapper has-description\"><a class=\"cta-btn action-valid\" data-bs-toggle=\"modal\" data-bs-target=\"#CTA8a45928e_bb7f_4615_b632_ab7f778bf353\" data-maxlength=\"24\" tabindex=\"0\" href=\"#\"> Subscribe <\/a><\/div><div class=\"modal cta-frontend-modal-wrapper\" id=\"CTA8a45928e_bb7f_4615_b632_ab7f778bf353\"><div class=\"modal-dialog modal-lg modal-dialog-centered modal-dialog-scrollable cta-frontend-modal\"><div class=\"modal-content\"><div class=\"modal-header\"><button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"close\"> <\/button><\/div><div class=\"modal-body\"><div class=\"logo-wrapper\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/logo-white.svg\" alt=\"logo\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/logo.svg\" alt=\"logo\" class=\"light\"\/><\/div><h4 class=\"form-title\">Stay informed<\/h4>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_344265_1179385300\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"asterisk_title\">\n\t\t\t\t\t<p><span class=\"star-required\">*<\/span> Mandatory field<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"mf_form__errors mf_form__errors--top\" role=\"alert\" aria-live=\"polite\">\n\t\t\t\t\t<ul class=\"mf_form__errors__list\"><\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"344265\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"24942d7647\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! 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src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/pt-en\/insights\/research-library\/ai-and-decision-making\/\" aria-label=\"Inside the C-suite: How AI is quietly\u00a0reshaping executive decisions\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\"><\/div>\n                                <h3 class=\"card-title\">Inside the C-suite: How AI is quietly\u00a0reshaping executive decisions<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><\/div>\n                    <\/div><\/div><\/section>\n\n\n<section class=\"wp-block-cg-blocks-learn-more learnMoreBlock\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/about-us\/who-we-are\/innovation-ecosystem\/ai-robotics-experiences-lab\/\" target=\"\" aria-label=\"AI robotics and experiences lab\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/05\/AI-Robotics-and-Experiences-Lab-Web-banner_2880X1800.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/05\/AI-Robotics-and-Experiences-Lab-Web-banner_2880X1800.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/05\/AI-Robotics-and-Experiences-Lab-Web-banner_2880X1800.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">AI robotics and experiences lab<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider undefined\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet our experts<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\n\n\n\n\n\n\n\n<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n\n\n\n<div data-open-first=\"false\" class=\"wp-block-cg-blocks-cg-blocks-faq-schema\"><section class=\"wp-block-cg-blocks-cg-blocks-faq-schema section section--faqs-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"content-title\"><h2>FAQs<\/h2><\/div><div class=\"filters filters--vertical\" data-max=\"100\"><div class=\"expanders filters-content\">\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What is Physical AI?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Physical AI extends AI into the real world by enabling machines and robots to perceive, reason, make decisions, and act autonomously in dynamic environments. Unlike traditional robots that follow fixed instructions, physical AI-powered robots can adapt to changing situations and learn over time.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>How is Physical AI different from traditional robotics?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Traditional robots work best in predictable, structured environments and perform pre-programmed tasks. Physical AI-powered robots can understand context, operate in unstructured environments, adapt to new situations, and handle multiple tasks without extensive reprogramming.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>Why is Physical AI becoming important now?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">The convergence of advanced AI models, improved sensors, robotics capabilities, simulation technologies, and growing business demand is creating an inflection point for physical AI adoption. The technology is moving from experimentation to practical deployment across industries.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>How significant do business leaders believe Physical AI will be?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\"><strong>More than two-thirds (67%) of executives surveyed believe physical AI will be game-changing for their industry, while 64% expect it to become a critical driver of competitiveness.<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What business benefits can organizations expect?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Executives anticipate the strongest benefits in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Productivity improvement<\/li>\n\n\n\n<li>Cost efficiency<\/li>\n\n\n\n<li>Quality enhancement<\/li>\n\n\n\n<li>Greater operational resilience and flexibility<\/li>\n\n\n\n<li>Improved worker safety<\/li>\n\n\n\n<li>Reduced physical strain on employees<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>Which industries are likely to see the biggest impact?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">The research found especially strong expectations in sectors such as high tech, automotive, industrial manufacturing, aerospace and defense, warehousing and logistics, and healthcare. However, the report identifies meaningful use cases across all major industries studied.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What are some real-world use cases for Physical AI?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Examples include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dynamic manufacturing assembly<\/li>\n\n\n\n<li>Hazardous environment operations<\/li>\n\n\n\n<li>Warehouse picking and micro-logistics<\/li>\n\n\n\n<li>Infrastructure and field inspection<\/li>\n\n\n\n<li>Healthcare and eldercare support<\/li>\n\n\n\n<li>Disaster assessment and response<\/li>\n\n\n\n<li>Precision agriculture and harvesting<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What are the biggest barriers to adoption?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">Organizations cite several challenges:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Technology readiness and reliability concerns<\/li>\n\n\n\n<li>High costs and unclear ROI<\/li>\n\n\n\n<li>Safety and standards issues<\/li>\n\n\n\n<li>Skills and talent shortages<\/li>\n\n\n\n<li>Cybersecurity risks<\/li>\n\n\n\n<li>Integration complexity across robotic systems<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What role will humanoid robots play?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\"><strong>The research shows that 67% of executives believe humanoid robots will ultimately transform their industry, and more than half are already investing or planning to invest. However, most expect scaled deployment to take several years due to cost, maturity, safety, and societal acceptance challenges.<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>What should organizations do today to prepare?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">The report recommends that organizations start building understanding of the technology, begin with feasible, meaningful applications that build familiarity and confidence, design through form exploration rather than defaulting to humanoids, redesign workflows for human\u2013robot collaboration, and create a scalable architecture for reusable robot skills and fleet\u2011level orchestration.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-cg-block-card-faq-schema expander-box filter-box tag-active\"><div class=\"expander-title\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\"><h3>Is Physical AI replacing humans?<\/h3><\/div><div class=\"expander-content\">\n<p class=\"wp-block-paragraph\">No. The research positions physical AI as enabling human-robot collaboration. Many of the highest-value applications involve robots taking on hazardous, repetitive, or physically demanding tasks while allowing people to focus on higher-value work.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI in robotics<\/p>\n","protected":false},"author":33,"featured_media":537314,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"9e112424-2452-4421-b0d1-c2a6cca1a47c\",\"blogId\":\"42\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/pt-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/pt-en\/insights\/research-library\/ai-in-robotics\/\",\"postId\":537313,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\",\"source\":\"cli-backfill\"}]","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":0,"primary_term":"Data and AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[206],"theme":[],"brand":[302],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-537313","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-report","brand-capgemini-research-institute"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How physical AI is transforming robotics across industries<\/title>\n<meta name=\"description\" content=\"Physical AI is taking robotics beyond fixed, pre-programmed machines and turning them into adaptive, context-aware collaborators. 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