{"id":877998,"date":"2025-07-02T05:08:53","date_gmt":"2025-07-02T05:08:53","guid":{"rendered":"https:\/\/www.capgemini.com\/be-en\/?p=877998&#038;preview=true&#038;preview_id=877998"},"modified":"2025-07-02T05:08:55","modified_gmt":"2025-07-02T05:08:55","slug":"implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","title":{"rendered":"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Redefining Scientific Discovery: Capgemini and Wolfram collaborate to Advance Hybrid AI and Augmented Engineering<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2023\/06\/robm2022b-2.jpg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Dr Mark Roberts<\/h5><h5 class=\"blog-date\">Jul 1, 2025<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><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\/?p=1139635\" 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\/?p=1139635\" 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 class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-the-convergence-of-scientific-computing-and-engineering-is-accelerating-innovation-in-unprecedented-ways\">The convergence of scientific computing and engineering is accelerating innovation in unprecedented ways.<\/h2>\n\n\n\n<p>As different sectors seek to tackle complex physical systems, optimize design and simulation, and unlock the next wave of scientific breakthroughs, Capgemini\u2019s association with Wolfram stands as a powerful milestone. Together, we\u2019re combining decades of expertise in symbolic computation, generative AI, and systems engineering to create what we call <a>the <\/a>Capgemini co-scientist framework\u2014an intelligent assistant built for engineering rigor.<\/p>\n\n\n\n<p>At the heart of this collaboration lies a shared belief: generative AI is transformative, but it must be grounded in scientific accuracy, auditability, and domain reasoning to truly serve the engineering and scientific community. To enable the robustness that scientists expect from their tools, Wolfram Language brings all the infrastructure needed for a scientific reasoning engine: unmatched breadth of symbolic computation, algorithmic modelling, and knowledge representation, resulting in a co-scientist that doesn&#8217;t just generate answers in a typical LLM way\u2014it actually understands the problem and queries verifiable facts to produce trustworthy results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-from-natural-language-to-verified-computation\"><strong>From Natural Language to Verified Computation<\/strong><\/h2>\n\n\n\n<p>What makes the <a>co-scientist <\/a>novel is its ability to go beyond text-based generation. By combining large language models with Wolfram\u2019s symbolic reasoning capabilities and curated computational knowledgebase, users can input a natural language query and receive responses that are not only contextual but computationally synthesized.<\/p>\n\n\n\n<p>Imagine asking co-scientist to simulate the thermal behaviour of a new material under varying conditions\u2014or to optimize the control logic of a complex mechatronic system. Rather than simply returning a list of suggestions, the co-scientist can use real Wolfram Language code to compute precise equations, model dynamic systems, and integrate directly with engineering workflows in different environments.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-hybrid-ai-in-action\"><strong>Hybrid AI in Action<\/strong><\/h2>\n\n\n\n<p>This collaboration brings the vision of Hybrid AI to life\u2014an approach that blends language model fluency with symbolic reasoning, scientific simulation, and rigorous rules. It\u2019s this hybridization that unlocks reliability and traceability in safety-critical domains such as aerospace, automotive, and industrial automation.<\/p>\n\n\n\n<p>Hybrid AI enables iterative co-design, traceable decision-making, and seamless collaboration between AI systems and human experts. Our joint solution with Wolfram represents a concrete step toward AI systems that are not only assistive but trustworthy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-engineering-a-better-future-together\"><strong>Engineering a Better Future, Together<\/strong><\/h2>\n\n\n\n<p>Capgemini\u2019s Augmented Engineering strategy is about more than just productivity\u2014it\u2019s about elevating human expertise through AI, enabling organizations to solve harder problems faster. Our work with Wolfram builds a bridge between natural language interfaces and the rigorous world of scientific computing, ultimately empowering engineers, researchers, and product teams to think more freely, design more confidently, and innovate more responsibly.<\/p>\n\n\n\n<p>As this collaboration evolves, we are excited to bring the power of the co-scientist to real-world use cases\u2014from sustainability analytics and advanced manufacturing to systems engineering and intelligent product development. This is the future of engineering: collaborative, explainable, and scientifically grounded.<\/p>\n\n\n\n<p>Read more about the collaboration with Wolfram <a href=\"https:\/\/www.wolframconsulting.com\/capgemini-and-wolfram-augmented-engineering-hybrid-ai\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a><\/p>\n\n\n\n<p><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet the author<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\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\/be-en\/wp-content\/uploads\/sites\/14\/2023\/06\/robm2022b-2.jpg\" alt=\"Dr Mark Roberts\"\/>\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\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=\"https:\/\/www.linkedin.com\/in\/drmarkroberts\/\"><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\">Dr Mark Roberts<\/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>CTO Applied Sciences, Capgemini Engineering and Deputy Director, Capgemini AI Futures Lab<\/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\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=\"https:\/\/www.linkedin.com\/in\/drmarkroberts\/\"><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\">Mark Roberts is a visionary thought leader in emerging technologies and has worked with some of the world\u2019s most forward-thinking R&#038;D companies to help them embrace the opportunities of new technologies. With a PhD in AI followed by nearly two decades on the frontline of technical innovation, Mark has a unique perspective unlocking business value from AI in real-world usage. He also has strong expertise in the transformative power of AI in engineering, science and R&#038;D.<\/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","protected":false},"excerpt":{"rendered":"<p>Discover how Capgemini and Wolfram are transforming engineering with hybrid AI and symbolic computation through their innovative Co-Scientist framework.<\/p>\n","protected":false},"author":263,"featured_media":877999,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"_eb_attr":"","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":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":""},"categories":[1],"tags":[406,715,352,18,411,716,321],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[127],"content-group":[],"class_list":["post-877998","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-artificial-intelligence","tag-augmented-engineering","tag-client-story","tag-cybersecurity","tag-data","tag-hybrid-ai","tag-innovation","blog-topic-innovation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium\" \/>\n<meta property=\"og:description\" content=\"Discover how Capgemini and Wolfram are transforming engineering with hybrid AI and symbolic computation through their innovative Co-Scientist framework.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Belgium\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-02T05:08:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-02T05:08:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dr Mark Roberts\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"bedantadas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\",\"url\":\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\",\"name\":\"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg\",\"datePublished\":\"2025-07-02T05:08:53+00:00\",\"dateModified\":\"2025-07-02T05:08:55+00:00\",\"author\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/92b703c24b5deab19d42ae983e58f9d0\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg\",\"width\":1200,\"height\":800,\"caption\":\"Close-up eye and a futuristic data screen panel on a dark blue background.\"},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/be-en\/\",\"name\":\"Capgemini Belgium\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/be-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/92b703c24b5deab19d42ae983e58f9d0\",\"name\":\"bedantadas\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/6c68c57bac911c44f6e33bd0847cff7dfd2f8dce294f1e27edb5fa8ce25c59ca?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/6c68c57bac911c44f6e33bd0847cff7dfd2f8dce294f1e27edb5fa8ce25c59ca?s=96&d=mm&r=g\",\"caption\":\"bedantadas\"},\"url\":\"https:\/\/www.capgemini.com\/be-en\/author\/bedantadas\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","og_locale":"en_US","og_type":"article","og_title":"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium","og_description":"Discover how Capgemini and Wolfram are transforming engineering with hybrid AI and symbolic computation through their innovative Co-Scientist framework.","og_url":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","og_site_name":"Capgemini Belgium","article_published_time":"2025-07-02T05:08:53+00:00","article_modified_time":"2025-07-02T05:08:55+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"author":"Dr Mark Roberts","twitter_card":"summary_large_image","twitter_misc":{"Written by":"bedantadas","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","url":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","name":"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering - Capgemini Belgium","isPartOf":{"@id":"https:\/\/www.capgemini.com\/be-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","datePublished":"2025-07-02T05:08:53+00:00","dateModified":"2025-07-02T05:08:55+00:00","author":{"@id":"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/92b703c24b5deab19d42ae983e58f9d0"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/#primaryimage","url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","contentUrl":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","width":1200,"height":800,"caption":"Close-up eye and a futuristic data screen panel on a dark blue background."},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/be-en\/#website","url":"https:\/\/www.capgemini.com\/be-en\/","name":"Capgemini Belgium","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/be-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/92b703c24b5deab19d42ae983e58f9d0","name":"bedantadas","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/be-en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/6c68c57bac911c44f6e33bd0847cff7dfd2f8dce294f1e27edb5fa8ce25c59ca?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6c68c57bac911c44f6e33bd0847cff7dfd2f8dce294f1e27edb5fa8ce25c59ca?s=96&d=mm&r=g","caption":"bedantadas"},"url":"https:\/\/www.capgemini.com\/be-en\/author\/bedantadas\/"}]}},"blog_topic_info":[{"id":127,"name":"Innovation"}],"taxonomy_info":{"category":[{"id":1,"name":"Uncategorized","slug":"uncategorized"}],"post_tag":[{"id":406,"name":"Artificial intelligence","slug":"artificial-intelligence"},{"id":715,"name":"augmented engineering","slug":"augmented-engineering"},{"id":352,"name":"Client story","slug":"client-story"},{"id":18,"name":"Cybersecurity","slug":"cybersecurity"},{"id":411,"name":"Data","slug":"data"},{"id":716,"name":"hybrid AI","slug":"hybrid-ai"},{"id":321,"name":"Innovation","slug":"innovation"}],"blog-topic":[{"id":127,"name":"Innovation","slug":"innovation"}],"following_users":[{"id":484,"name":"bedantadas","slug":"bedantadas"},{"id":576,"name":"jaydeepsinghrawat","slug":"jaydeepsinghrawat"}]},"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering","url":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Belgium","logo":""},"keywords":["artificial intelligence","augmented engineering","client story","cybersecurity","data","hybrid ai","innovation"],"dateCreated":"2025-07-02T05:08:53Z","datePublished":"2025-07-02T05:08:53Z","dateModified":"2025-07-02T05:08:55Z"},"rendered":"<meta name=\"parsely-title\" content=\"Redefining scientific discovery: Capgemini and Wolfram collaborate to advance hybrid AI and augmented engineering\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/be-en\/insights\/expert-perspectives\/implementing-augmented-engineering-with-hybrid-ai-a-collaboration-between-capgemini-and-wolfram\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2025-07-02T05:08:53Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>\n<meta name=\"parsely-tags\" content=\"artificial intelligence,augmented engineering,client story,cybersecurity,data,hybrid ai,innovation\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"jetpack_featured_media_url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","featured_image_alt":"","distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Belgium","distributor_original_site_url":"https:\/\/www.capgemini.com\/be-en","push-errors":false,"featured_image_url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2025\/07\/GettyImages-1386878002-1200x800-5b2df79.jpg","author_title":"Dr Mark Roberts","author_thumbnail_url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2023\/06\/robm2022b-2.jpg?w=960","author_thumbnail_alt":"Dr Mark Roberts","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/posts\/877998","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/users\/263"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/comments?post=877998"}],"version-history":[{"count":1,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/posts\/877998\/revisions"}],"predecessor-version":[{"id":878000,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/posts\/877998\/revisions\/878000"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/media\/877999"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/media?parent=877998"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/categories?post=877998"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/tags?post=877998"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/brand?post=877998"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/service?post=877998"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/industry?post=877998"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/partners?post=877998"},{"taxonomy":"blog-topic","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/blog-topic?post=877998"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/content-group?post=877998"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}