{"id":501651,"date":"2022-04-06T12:33:09","date_gmt":"2022-04-06T12:33:09","guid":{"rendered":"https:\/\/www.capgemini.com\/?page_id=671520"},"modified":"2026-01-05T10:57:46","modified_gmt":"2026-01-05T10:57:46","slug":"data-driven-rd-engineering-manufacturing-operations","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/fi-en\/solutions\/data-driven-rd-engineering-manufacturing-operations\/","title":{"rendered":"Data-Driven R&amp;D, Engineering, Manufacturing &amp; Operations"},"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\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/04\/Capgemini_Solutions_DATA-DRIVEN-RD-ENGINEERING-MANUFACTURING-and-OPERATIONS.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\">Solution<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Data-Driven R&amp;D, Engineering, Manufacturing &amp; Operations<\/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-intro-para undefined section section--intro\"><div class=\"intro-para\"><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\/fi-en\/solutions\/data-driven-rd-engineering-manufacturing-operations\/\" 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\/fi-en\/solutions\/data-driven-rd-engineering-manufacturing-operations\/\" 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\"><h2 class=\"intro-para-title\">A new, innovative approach to R&amp;D and Engineering.<\/h2><p class=\"intro-para-content\">Engineering and R&amp;D leaders are addressing a new generation of global challenges, ranging from harnessing green energy and enabling sustainable mobility to finding novel disease treatments.<br><br>The scale and diversity of these challenges demands a new, innovative approach. Blending physical real-world intelligence with novel AI and modelling solutions to impact your end-to-end value chain from concept to marketplace delivery.<br><br>We know that this is a journey and not a project. It requires new thinking about technology, data landscapes, business processes and the people that make it all happen. We partner with you on every step of this journey so you achieve your goals.<\/p><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para-video section section--info-2cols section--insights section-video \"><div class=\"bg-color video-align-left\"><div class=\"container\"><div class=\"row video-align-right\"><div class=\"col-md-12\"><div class=\"video-align-right row box box--4 box--mini\"><div class=\"col-md-1\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><div class=\"video-wrapper\"><iframe title=\"video-section\" src=\"https:\/\/www.youtube.com\/embed\/cpvfA-jQLjE?rel=0&amp;modestbranding=1&amp;playsinline=1&amp;enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen loading=\"lazy\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><\/div><\/div><\/div><div class=\"col-md-3\"><h3 class=\"Video-title\" data-maxlength=\"34\"><\/h3><div class=\"video-info\"><p data-maxlength=\"68\">Get to market, faster, with less risk<\/p><\/div><\/div><div class=\"col-md-1\"><\/div><\/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\"><div class=\"container\"><div><div class=\"content-title\"><h2 data-maxlength=\"72\" class=\"expandable-heading-tag\">What we do<\/h2><\/div><p><\/p><\/div><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-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">R&amp;D Data Strategy<\/h3><\/div><div class=\"expander-content\"><p><strong>Data &amp; AI Strategy &amp; Roadmapping<\/strong><br><strong><br><\/strong>We make sense of your complex data landscapes and deliver your actionable roadmap to deliver your strategic goals.<br><br><strong>RAPIDE-Start Proof-of-value<\/strong><br><strong><br><\/strong>We rapidly determine a use cases or proof-of-concepts\u2019 real-world value built from structured evidence not subjective guesswork to move forward with confidence.<\/p><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-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Data Governance &amp; Data Sharing<\/h3><\/div><div class=\"expander-content\"><p><strong>Data Engineering Services<\/strong><br><strong><br><\/strong>Complete assessment of your data management maturity using our established DM maturity modelling building on industry standards, including DM-BOK.<br><br><strong>Data Ontology and Taxonomy Mapping<\/strong><br><strong><br><\/strong>Developing ontologies for complex Knowledge Graphs, bringing to life FAIR data principles and enabling self-service data access<br><\/p><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-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Explore, Engineer &amp; Insight Generation<\/h3><\/div><div class=\"expander-content\"><p><strong>Data Science Partnership<br><\/strong><br>Flexible, scalable AI and data science innovation partnership to accelerate R&amp;D and operational cycles, improve analytics quality and automate complex processes. Experienced AI, data and software engineering experts from Capgemini Hybrid Intelligence<\/p><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-pressed=\"false\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Operationalize &amp; Scale Data-Driven R&amp;D<\/h3><\/div><div class=\"expander-content\"><p>Rapid, controlled, industrial-scale development, deployment, and operationalization of data &amp; AI intelligent systems.<\/p><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><\/section>\n\n\n<section class=\"wp-block-cg-blocks-wrapper-client-stories section-client-stories\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"clientblock-title\">Client stories<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"slider-nav-wrapper smallDevice\"><div class=\"slider-nav\"><button class=\"slider-prev  inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><button class=\"slider-next \" aria-label=\"Slider next\"><\/button><\/div><\/div><div class=\"slider-list\"><div class=\"slide active\">\n\t\t\t<div class=\"slide-bg-wrapper\">\n\t\t\t\t<picture><source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=2880&amp;quality=70 2x\"\n\t\t\t\tmedia=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=2880&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=2048&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=480&amp;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg?w=960&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 0)\"\/><img decoding=\"async\" loading=\"lazy\" class=\"slide-bg\" src=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2020\/11\/Capgemini_Client-Stories_AI-in-drug-discovery-e1649755601130-1.jpg\" alt=\"\"\n\t\t\tstyle=\"object-position: 48% 34%; object-fit: cover;\"\n\t\t\/><\/picture><div class=\"slide-reveal\"><\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"slide-info-wrapper\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t<div class=\"col-12 col-lg-6\">\n\t\t\t\t\t\t\t<div class=\"slide-info\">\n\t\t\t\t\t\t\t\t<a aria-label=\"Integrating artificial intelligence (AI) into the drug discovery phase of pharmaceutical R&amp;D\"\n\t\t\t\t\t\t\t\t   href=\"https:\/\/www.capgemini.com\/fi-en\/news\/client-stories\/integrating-artificial-intelligence-ai-into-the-drug-discovery-phase-of-pharmaceutical-rd\/\">\n\t\t\t\t\t\t\t\t\t<div class=\"box\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"client-subtitle\">Integrating artificial intelligence (AI) into the drug discovery phase of pharmaceutical R&amp;D<\/h3>\n\t\t\t\t\t\t\t\t\t\t<p>Capgemini brings a blend of data science, IT and science capabilities to unravel the high complexity in pharmaceutical RD<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- End of box-->\n\t\t\t\t\t\t\t\t<\/a><div class=\"slide-info-footer\">\n                                <div class=\"brand-logo-wrapper\"><\/div>\n\t\t\t<div class=\"content-more\">\n\t\t\t\t<a class=\"cta-button\" href=\"https:\/\/www.capgemini.com\/fi-en\/news\/client-stories\/integrating-artificial-intelligence-ai-into-the-drug-discovery-phase-of-pharmaceutical-rd\/\" aria-label=\"Read more about Integrating artificial intelligence (AI) into the drug discovery phase of pharmaceutical R&amp;D\"><span>Read more<\/span><\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div><!-- End of slide info-->\n<\/div>\n<\/div>\n<\/div>\n<\/div><!-- End of container-->\n\n<\/div><!-- End of slide active -->\n<\/div><div class=\"slider-nav-wrapper largeDevice\"><div class=\"slider-nav\"><button class=\"slider-prev  inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><button class=\"slider-next\" aria-label=\"Slider next\"><\/button><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":151,"featured_media":501652,"parent":477947,"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":[140],"content-group":[],"class_list":["post-501651","page","type-page","status-publish","has-post-thumbnail","hentry","page-type-solutions"],"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>Data-Driven R&amp;D, Engineering, Manufacturing &amp; 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