{"id":761761,"date":"2026-03-16T23:24:54","date_gmt":"2026-03-17T04:24:54","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?page_id=761761"},"modified":"2026-03-16T23:24:57","modified_gmt":"2026-03-17T04:24:57","slug":"robotic-data-framework","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/us-en\/solutions\/robotic-data-framework\/","title":{"rendered":"Robotic data framework"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2026\/03\/ceraWeek_2880x1800.png\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 23%\" 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\">Solution<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Robotic data framework<\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/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\/us-en\/solutions\/robotic-data-framework\/\" 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\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/us-en\/solutions\/robotic-data-framework\/\" 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<h3 class=\"wp-block-heading\" id=\"h-accelerating-intelligent-inspections-through-ai-robotics-and-data\">Accelerating intelligent inspections through AI, robotics, and data<\/h3>\n\n\n\n<p><strong>Capgemini\u2019s robotic data framework, built on Microsoft Azure, delivers a secure, scalable foundation for intelligent inspections, enabling enterprises to operationalize AI<\/strong><strong>\u2011driven insights across robotics, drones, and connected devices.<\/strong><\/p>\n\n\n\n<p>Organizations operating complex facilities face growing pressure to improve asset reliability, worker safety, and regulatory compliance while reducing costs and downtime. Traditional inspection approaches struggle to keep pace with these demands.<\/p>\n\n\n\n<p>In partnership with Microsoft, Capgemini\u2019s robotic data framework (RDF) addresses these challenges by providing a unified data backbone for autonomous and remotely operated inspections. Built to support enterprise-scale deployment, RDF enables faster decisions, improved safety, and reduced operational risk.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-why-intelligent-inspections-fail\"><strong>Why intelligent inspections fail<\/strong><\/h4>\n\n\n\n<p>Industrial inspections increasingly rely on drones, robots, and connected devices, yet many organizations struggle to extract consistent value from the data these systems generate. Inspection data is often fragmented across tools and vendors, difficult to contextualize, and slow to translate into decisions, limiting the impact of automation and AI. To unlock consistent value from robotic and AI-enabled inspections, organizations should be asking:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How can we reduce the time, cost, and inconsistency associated with manual and periodic inspections while avoiding missed defects and human error?<\/li>\n\n\n\n<li>How can inspections be conducted safely and consistently in hazardous or hard to access environments where human presence is limited or risky?<\/li>\n\n\n\n<li>How can AI-driven inspection models be trained and scaled when high quality data is scarce, especially for rare and high-risk failure scenarios?<\/li>\n\n\n\n<li>How can organizations overcome fragmented point solutions and siloed IT and OT data that complicate integration and decision making?<\/li>\n\n\n\n<li>How can a unified data foundation be established to scale robotic- and AI-enabled inspections across assets, sites, and use cases?<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-microsoft-powered-robotic-data-framework-by-capgemini\"><strong>Microsoft-powered robotic data framework by Capgemini<\/strong><\/h4>\n\n\n\n<p>Capgemini\u2019s RDF is an end-to-end intelligent inspection platform that accelerates the deployment of AI-driven visual and sensor-based inspections using robotics, drones, fixed cameras, and edge devices. Capgemini\u2019s RDF framework, built on Microsoft Azure, orchestrates data ingestion, AI model execution, and actionable insights at enterprise scale. It integrates seamlessly with the Microsoft ecosystem, including Azure AI services, cloud-native data platforms, and security capabilities. <\/p>\n\n\n\n<p>By combining computer vision, generative AI, and digital simulation, the framework enables faster detection of defects and anomalies, supports regulatory compliance, and improves decision-making across the asset lifecycle.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-key-capabilities\"><strong>Key capabilities<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">Feature<\/td><td class=\"has-text-align-center\" data-align=\"center\">Benefit<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">AI-powered visual and sensor-based inspections<\/td><td class=\"has-text-align-center\" data-align=\"center\">Analyze video, images, and telemetry data from robots, drones, and cameras to detect defects, anomalies, and safety issues with greater speed and accuracy.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Synthetic data and simulation at scale<\/td><td class=\"has-text-align-center\" data-align=\"center\">When real-world inspection data is limited, AI models are trained using synthetic data generated from digital twins and simulated environments \u2013 preparing models for rare, high-risk, or hard-to-capture scenarios.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Pre-built, configurable data pipelines<\/td><td class=\"has-text-align-center\" data-align=\"center\">Modular pipelines orchestrate data ingestion, processing, model execution, and results aggregation, enabling rapid plug-and-play integration of new AI models and robotic platforms.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Cloud-native scalability on Microsoft Azure<\/td><td class=\"has-text-align-center\" data-align=\"center\">Azure\u2019s elastic compute, containerization, and orchestration capabilities scale inspections on demand \u2013 while optimizing cost through usage-based scaling.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">End-to-end process tracking and auditability<\/td><td class=\"has-text-align-center\" data-align=\"center\">Built-in logging, monitoring, and traceability supports compliance, audit readiness, and operational transparency.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Contextual insights through IT\/OT integration<\/td><td class=\"has-text-align-center\" data-align=\"center\">Enrich inspection results with asset, maintenance, and environmental data from enterprise systems to drive smarter, faster decisions.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Powering the future of intelligent inspections<\/strong><\/p>\n\n\n\n<p>Through our partnership with Microsoft, enterprises can confidently deploy intelligent inspection solutions with enterprise\u2011grade security, governance, and global scalability. <\/p>\n\n\n\n<p>This collaboration reflects a shared commitment to secure, intelligent, and scalable digital transformation, while meeting the demands of complex, regulated environments. Together, Capgemini and Microsoft enable organizations to unlock the full value of robotic inspection data and accelerate their journey toward intelligent and autonomous operations.<\/p>\n\n\n\n<p>As robotics, AI, and digital simulation converge, organizations have a unique opportunity to transform how inspections are performed. Together, Capgemini and Microsoft help enterprises unlock the full value of robotic data to deliver safer, more reliable, and more productive operations at scale.<\/p>\n\n\n\n<p><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\t<section class=\"wp-block-cg-blocks-wrapper-learning-slider section learning-slider\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"learning-header\">\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t<div class=\"slider slider-fader\">\n\t\t\t\t<div class=\"slider-list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide active card-learning-slide right-card short-copy\" data-align-right=\"false\" data-long-copy=\"false\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t\t\t\t<div class=\"slide-bg-wrapper\">\n\n                                        \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                            \n                                            \n                                            \n                                            <img decoding=\"async\" loading=\"lazy\" class=\"slide-bg d-md-block\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2021\/08\/Battery-storage-web-banner.jpg\" alt=\"\" style=\"object-position: 50% 50%;object-fit: cover\" \/>\n                                        \n\n                  \t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper card-learning-slider\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\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\t\t\t\t<div class=\"col-12 col-lg-10 col-xl-6 col-xxl-6 right-card\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide-info short-copy\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box\">\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\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\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"title-link\" href=\"https:\/\/www.capgemini.com\/us-en\/industries\/energy-and-utilities\/\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"title-text\" data-maxlength=\"88\">Energy transition and utilities<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\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\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\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\t\t\t\t\t\t\t\t\t<p data-maxlength=\"330\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tCapgemini is at the heart of the global energy transformation. 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A recognized thought leader, speaker, and author, Chris specializes in driving sustainable business transformation through artificial intelligence and automation at scale. He has played a pivotal role in integrating Artificial Intelligence, Climate Tech, and Energy Transition technologies into corporate value chains, fostering resilience and purpose-led growth.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/09\/Dollinger_-Michael-2.jpg\" alt=\"Michael Dollinger\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t<li><a aria-label=\"Email\" href=\"mailto:michael.dollinger@capgemini.com\"><i aria-hidden=\"true\" class=\"mail-ico\"><\/i><\/a><\/li>\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"mailto:michael.dollinger@capgemini.com\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Michael Dollinger<\/h3>\n\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<span>Sr. IT Transformation Manager<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t<li><a aria-label=\"Email\" href=\"mailto:michael.dollinger@capgemini.com\"><i aria-hidden=\"true\" class=\"mail-ico\"><\/i><\/a><\/li>\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"mailto:michael.dollinger@capgemini.com\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Energized, cross-domain industry expert with 14 years of experience in the energy industry leading digital transformation initiatives to improve operational excellence, particularly in asset management.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":191,"featured_media":761779,"parent":584467,"menu_order":0,"comment_status":"closed","ping_status":"closed","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,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":"","partner_card_description":"","gsap_animation":0},"brand":[],"partner_type":[],"service":[],"industry":[],"partners":[],"page-type":[],"content-group":[],"class_list":["post-761761","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - 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