{"id":585977,"date":"2022-09-08T10:07:11","date_gmt":"2022-09-08T10:07:11","guid":{"rendered":"https:\/\/www.capgemini.com\/?page_id=715606"},"modified":"2025-04-03T05:56:35","modified_gmt":"2025-04-03T09:56:35","slug":"collaborative-data-ecosystems-for-the-public-sector-2","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","title":{"rendered":"Collaborative data ecosystems for the public sector"},"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\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Capgemini_Collaborative-data-ecosystems.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:53% 33%\" 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\">Collaborative data ecosystems for the public sector<\/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\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\" 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\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\" 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\">To be able to leverage insights in a global data society, we need access to data that is traditionally kept apart, split between government, business, and citizens.<\/h2><p class=\"intro-para-content\">Collaborative data ecosystems enable sharing information between governments, businesses, organizations, and citizens, while preserving sovereignty and confidentiality. This unleashes unprecedented opportunities to work together on challenges such as the response to climate change and enables capabilities such as the best search for skills and a quick response in pandemic contexts.<br><br>Creating complete data ecosystems hence offers the opportunity to reimagine the public sector by designing new citizen services, multiplying insights, optimizing costs of processes, and reducing the time to market.<\/p><\/div><\/div><\/div><\/div><\/section>\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-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;As a national body, Public Health Scotland can turn around the data for others to use, rather than every local body trying to turn around the data themselves and duplicating efforts. And instead, focus on local use of the data, enhanced with their expertise and knowledge of their local areas.&#8221;<\/p>\n<cite>Scott Heald &#8211; Director of Data-driven Innovation, Public Health Scotland&nbsp;<\/cite><\/blockquote>\n\n\n\n<p><\/p>\n<\/div><\/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 is-style-cg-blue\"><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\"><h4 data-maxlength=\"34\">CDE for Public sector<\/h4><div class=\"video-info\"><p data-maxlength=\"68\"><\/p><\/div><\/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\/_K7cTkdheEE\" frameborder=\"0\" rel=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div><\/div><\/div><div class=\"col-md-1\"><\/div><\/div><\/div><\/div><\/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\"><\/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\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=2880&amp;quality=70 2x\"\n\t\t\t\tmedia=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=2880&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=2048&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?w=480&amp;quality=70 1x, https:\/\/www.capgemini.com\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png?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\/ca-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png\" alt=\"\"\n\t\t\tstyle=\"object-position: 50% 50%; 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=\"Baycorp_Advantage_Does_It_Faster__Better__Stronger\"\n\t\t\t\t\t\t\t\t   href=\"https:\/\/www.capgemini.com\/ca-en\/baycorp_advantage_does_it_faster__better__stronger\/\">\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\">Baycorp_Advantage_Does_It_Faster__Better__Stronger<\/h3>\n\t\t\t\t\t\t\t\t\t\t<p><\/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\/ca-en\/baycorp_advantage_does_it_faster__better__stronger\/\" aria-label=\"Read more about Baycorp_Advantage_Does_It_Faster__Better__Stronger\"><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>\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-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cThere is a need to reinforce trust across the ecosystem, if we want all the actors to actually work together towards their open goal and open up their data &#8211; with a &#8216;whole of government&#8217; approach identifying the benefits that can be achieved, while protecting rights and balancing risks.\u201d<\/p>\n<cite>Barbara <a>Ubaldi<\/a> &#8211; Head of Digital Government and Data Unit, OEC<\/cite><\/blockquote>\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 e7c1adc7-6e05-4533-8ef4-88f06f2b6b14\">\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 is-style-sapphire1\">\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 class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\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<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\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 class=\"bgColor\"><\/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\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\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"A collaboration among radiologists from three Spanish hospitals\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tA collaboration among radiologists from three Spanish hospitals\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\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\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\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 >\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<\/div>\n\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\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper escaper-right\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\n\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/11\/Dot-com_2880X1800.png\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\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\" alt=\"\" \/>\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\t\t\t\t\t\t\t\t<!-- <img decoding=\"async\" class=\"box-img\" src=\"\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\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\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\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t\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-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-an-end-to-end-service-enabling-data-driven-advice-to-build\">An end-to-end service enabling data-driven advice to build<\/h3>\n\n\n\n<p>Building on its strong data skills, Capgemini\u2019s CDE4PS services consist of two layers, with an <a href=\"https:\/\/www.capgemini.com\/service\/invent\/collaborative-data-ecosystems-vision-to-trust\/\">advisory part led by Capgemini Invent<\/a> and an implementation part led by Insights and Data services, both bringing all necessary accelerators to the table where data sharing is requested.<\/p>\n\n\n\n<p>With CDE4PS, Capgemini advises public organizations with a set of capability ranging from the creation of the target operating model to the delivery of federated learning platforms, homomorphic encryption, or differential privacy. All these thrive to support in planning, creating, and running the ecosystem of data and stakeholders with the right governance and ownership setup, while activating the benefits linked to <a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/sharing-data-is-caring\/\">data sharing<\/a>: a better efficiency in operations, a rise in data insights, an enhanced collaboration between departments, and the activation of scaled privacy-preserving AI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-connecting-insights-across-organizations-and-geographies\">Connecting insights across organizations and geographies<\/h3>\n\n\n\n<p>Currently, Capgemini already delivers data sharing projects, both on the advisory side (the creation of the EU\u2019s Center for Data Sharing) and the implementation side (federated learning to improve symptom-assessment in Spain). Scenarios for data sharing can be identified across all segments of the public sector, whether in public administration (statistical hubs), welfare (skills matching), tax &amp; customs (international custom supply chain), defense (aircraft maintenance), healthcare (deconfinement strategies), smart territories (earth observation), or security (fraud detection).<\/p>\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\"><h3 data-maxlength=\"72\">Our approach to data sharing<\/h3><\/div><p><\/p><\/div><div class=\"section-content\">\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\"><h4>Strategy and vision<\/h4><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Vision \u2013 defining key objectives<\/li><li>Design \u2013 create new services<\/li><li>Liaison \u2013 set up partnerships<\/li><li>Governance \u2013 set up data governance<\/li><li>Trust \u2013 ensure legal compliance and protection<\/li><\/ul><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<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\"><h4>Implementation<\/h4><\/div><div class=\"expander-content\"><p><\/p><ul class=\"box-list\"><li>Data foundation \u2013 build platforms<\/li><li>\u200bData ingestion \u2013 shape marketplaces<\/li><li>New analytics services \u2013 federated learning<\/li><li>Security \u2013 homomorphic encryption<\/li><li>Privacy \u2013 differential privacy<\/li><\/ul><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<\/div><\/div><\/section>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"expert-heading\">Expert perspectives<\/h2><\/div><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><\/div><\/div><\/div><\/section>\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 our experts<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\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","protected":false},"excerpt":{"rendered":"<p>Data ecosystems relate to a system between organizations to share and manage relevant data and insights, creating new value for all participants that they wouldn\u2019t be able to create by themselves.<\/p>\n","protected":false},"author":33,"featured_media":626087,"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":"{\"uuid\":\"fdc96094-ee0e-42f3-ac3c-cbefcaa0a977\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","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":[226],"content-group":[],"class_list":["post-585977","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>Collaborative data ecosystems for the public sector - Capgemini Canada - English<\/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\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Collaborative data ecosystems for the public sector\" \/>\n<meta property=\"og:description\" content=\"Data ecosystems relate to a system between organizations to share and manage relevant data and insights, creating new value for all participants that they wouldn\u2019t be able to create by themselves.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Canada - English\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-03T09:56:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2880\" \/>\n\t<meta property=\"og:image:height\" content=\"1800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" 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\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\",\"name\":\"Collaborative data ecosystems for the public sector - Capgemini Canada - English\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg\",\"datePublished\":\"2022-09-08T10:07:11+00:00\",\"dateModified\":\"2025-04-03T09:56:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/ca-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Solutions\",\"item\":\"https:\/\/www.capgemini.com\/ca-en\/solutions\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Collaborative data ecosystems for the public sector\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/\",\"name\":\"Capgemini Canada - English\",\"description\":\"Capgemini Canada - English\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/ca-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Collaborative data ecosystems for the public sector - Capgemini Canada - English","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\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","og_locale":"en_US","og_type":"article","og_title":"Collaborative data ecosystems for the public sector","og_description":"Data ecosystems relate to a system between organizations to share and manage relevant data and insights, creating new value for all participants that they wouldn\u2019t be able to create by themselves.","og_url":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","og_site_name":"Capgemini Canada - English","article_modified_time":"2025-04-03T09:56:35+00:00","og_image":[{"width":2880,"height":1800,"url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","url":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","name":"Collaborative data ecosystems for the public sector - Capgemini Canada - English","isPartOf":{"@id":"https:\/\/www.capgemini.com\/ca-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg","datePublished":"2022-09-08T10:07:11+00:00","dateModified":"2025-04-03T09:56:35+00:00","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#primaryimage","url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg","contentUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/ca-en\/"},{"@type":"ListItem","position":2,"name":"Solutions","item":"https:\/\/www.capgemini.com\/ca-en\/solutions\/"},{"@type":"ListItem","position":3,"name":"Collaborative data ecosystems for the public sector"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/ca-en\/#website","url":"https:\/\/www.capgemini.com\/ca-en\/","name":"Capgemini Canada - English","description":"Capgemini Canada - English","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/ca-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"WebPage","headline":"Collaborative data ecosystems for the public sector","url":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Canada - English","logo":""},"keywords":[],"dateCreated":"2022-09-08T10:07:11Z","datePublished":"2022-09-08T10:07:11Z","dateModified":"2025-04-03T09:56:35Z"},"rendered":"<meta name=\"parsely-title\" content=\"Collaborative data ecosystems for the public sector\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/ca-en\/solutions\/collaborative-data-ecosystems-for-the-public-sector\/\" \/>\n<meta name=\"parsely-type\" content=\"index\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2022-09-08T10:07:11Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2022\/09\/Capgemini_Collaborative-data-ecosystems.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Canada - English","distributor_original_site_url":"https:\/\/www.capgemini.com\/ca-en","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/pages\/585977","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/comments?post=585977"}],"version-history":[{"count":20,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/pages\/585977\/revisions"}],"predecessor-version":[{"id":676535,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/pages\/585977\/revisions\/676535"}],"up":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/pages\/584467"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/media\/626087"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/media?parent=585977"}],"wp:term":[{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/brand?post=585977"},{"taxonomy":"partner_type","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/partner_type?post=585977"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/service?post=585977"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/industry?post=585977"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/partners?post=585977"},{"taxonomy":"page-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/page-type?post=585977"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/content-group?post=585977"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}