{"id":501577,"date":"2022-05-10T11:54:40","date_gmt":"2022-05-10T11:54:40","guid":{"rendered":"https:\/\/www.capgemini.com\/?page_id=707297"},"modified":"2025-03-18T10:29:21","modified_gmt":"2025-03-18T10:29:21","slug":"collaborative-data-ecosystems","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/fi-en\/solutions\/collaborative-data-ecosystems\/","title":{"rendered":"Collaborative data ecosystems"},"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\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/01\/ÎÚÑ»´«Ã½_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\/2022\/01\/ÎÚÑ»´«Ã½_Collaborative-data-ecosystems.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:60% 28.999999999999996%\" 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<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/05\/Colaborative-Data-Ecosystem_POV.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download our brochure &#8220;Collaborative Data Ecosystems&#8221;<\/span><span class=\"type\">730 KB  pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/05\/Snowflake-PoV-CDE.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download our brochure &#8220;ESG solutions with Collaborative Data Ecosystems&#8221;<\/span><span class=\"type\">4 MB  pdf<\/span><\/a><\/div><\/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\/collaborative-data-ecosystems\/\" 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\/collaborative-data-ecosystems\/\" 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\">Succeed beyond your frontiers.<\/h2><p class=\"intro-para-content\">From traditional data exchange and monetization to modern data sharing and co-creation, data ecosystems are integral to the new \u201cexperience economy\u201d. Whether in the public or the private sector, turning those ecosystems into tangible value for organizations and end-users demands a solid foundation.\u00a0<\/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\/tgc8KEj4S8s\" frameborder=\"0\" rel=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div><\/div><\/div><div class=\"col-md-3\"><h3 class=\"Video-title\" data-maxlength=\"34\">Collaborative data ecosystems<\/h3><div class=\"video-info\"><p data-maxlength=\"68\"><\/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-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<h4 class=\"wp-block-heading\" id=\"h-the-new-tectonic-shift-in-data-is-sharing-nbsp\"><strong>The new tectonic shift in data\u202fis\u202fsharing<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Data\u202fsharing\u202fis a massive growth opportunity.\u202fOur ÎÚÑ»´«Ã½ Research Institute\u202freport,\u202f\u202f<em><a href=\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/data-sharing-masters\/\">Data-sharing masters: How smart organizations use data ecosystems to gain an unbeatable competitive edge<\/a>,\u202f<\/em>shows that<em>\u202f<\/em>organizations that use more than seven data sources have nearly 14x the fixed-asset turnover and 2x the market capitalization compared to organizations who do not use any external data for decision making.\u202f\u202f&nbsp;<\/p>\n\n\n\n<p>Moreover, there is a clear trend within organizations to accelerate data ecosystem engagements: 84% of organizations plan to launch new data ecosystem initiatives within the next three years. One in four organizations (25%) will invest upwards of $50m in data ecosystems in the next 2\u20123 years.\u202f&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-expand-your-business-frontiers-with-collaborative-data-ecosystems-nbsp\"><strong>Expand your business frontiers with Collaborative Data Ecosystems<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Today, businesses that explore the infinite possibilities of data, thrive.\u202f&nbsp;<\/p>\n\n\n\n<p>Data collaboration is an eye-opener\u2014one\u202fthat helps you see yourself as the world sees you. Forget your data silos and learn how to expand. Exchange data and you\u2019ll find new ways to succeed beyond your frontiers, creating new products, services, or experiences.\u202f&nbsp;<\/p>\n\n\n\n<p>Like\u202fthe Internet did in\u202f1997,\u202fdata heralds change\u202fby 2025.\u202fIn just 4 years it\u2019s\u202fexpected\u202fthat\u202fData Ecosystems will be worth 60 trillion, which is\u202f<a href=\"https:\/\/www.mckinsey.com\/business-functions\/mckinsey-digital\/our-insights\/how-do-companies-create-value-from-digital-ecosystems\" target=\"_blank\" rel=\"noreferrer noopener\">30% of the global\u202feconomy<\/a> (McKinsey).\u202fThis brave new world is already here.\u202fDecide\u202fwhere\u202f<em>you<\/em>\u202fwant to be.\u202f\u202f&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-the-race-is-on-organizations-need-to-stay-ahead-in-the-data-game-nbsp\"><strong>The race is on! Organizations need to stay ahead in the data game<\/strong>&nbsp;<\/h4>\n\n\n\n<p>Organizations have to engage\u202fso as\u202fnot to be left behind. To help them become data sharing masters and\u202fmake\u202fthe most of data collaboration business opportunities,\u202four Data &amp; AI team along with\u202fÎÚÑ»´«Ã½ Invent\u202fhave\u202fcreated a new offer on\u202fCollaborative Data Ecosystems. From setting the strategy and operating model to the implementation with the right technology components and trusted data platforms, we support organizations\u202fderive new value from partnering with others\u202fand expand their market.\u202f&nbsp;<\/p>\n\n\n\n<p>Don\u2019t know where to start? <a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/05\/Colaborative-Data-Ecosystem_POV.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Have a look at our brochure<\/a> to gauge your organization\u2019s digital maturity and determine where you should start your data ecosystems transformation journey.\u202f&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-power-your-esg-solutions-with-collaborative-data-ecosystems\"><strong>Power your ESG solutions with Collaborative Data Ecosystems\u202f<\/strong><\/h4>\n\n\n\n<p>The collaborative data-sharing concept can be used to shape cloud-based platforms that bring together data from a wide range of internal and external sources to power an integrated suite of ESG-related applications.&nbsp;<\/p>\n\n\n\n<p>ÎÚÑ»´«Ã½ has partnered with Snowflake to enable the more efficient integration and merging of data as part of an ESG cloud. Discover how the Snowflake Financial Services Data Cloud plays a vital role in the ESG financial services cloud.&nbsp;<a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/05\/Snowflake-PoV-CDE.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">See our brochure<\/a>. <\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section class=\"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\n\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 61a26a29-a2e6-4e2f-931d-0c1be28038d2\">\n\t\t\t\t\t\t\t\t<div class=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"slide active \">\n\t\t\t\t\t\t\t<div class=\"slide-bg-wrapper wp-block-cg-blocks-career-invent is-style-blue-capgemini-theme\">\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 class=\"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 class=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\" data-maxlength=\"68\" title=\"COLLABORATIVE DATA ECOSYSTEMS\">COLLABORATIVE DATA ECOSYSTEMS<\/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<div class=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\" title=\"How Telcos can make waves with new business and services\" style=\"white-space: pre-wrap;\">How Telcos can make waves with new business and services<\/h4>\n\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\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\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<div class=\"btnDiv\"> <a class=\"more2\" data-maxlength=\"24\" aria-label=\"Download the POV about COLLABORATIVE DATA ECOSYSTEMS\" title=\"Opens in new window\" tabindex=\"0\" href=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/07\/Collaborative-data-ecosystems-Telco.pdf\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tDownload the POV\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/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\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 srcset=\"https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=1200&amp;quality=90 1x, https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=1200&amp;quality=90 2x\"\n\t\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 srcset=\"https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=600&amp;quality=90 1x, https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=1200&amp;quality=90 2x\"\n\t\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 srcset=\"https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=400&amp;quality=90 1x, https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=800&amp;quality=90 2x\"\n\t\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 srcset=\"https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=400&amp;quality=90 1x, https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg?w=800&amp;quality=90 2x\"\n\t\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 decoding=\"async\" loading=\"lazy\" class=\"box-img\" src=\"https:\/\/prod.ucwe.capgemini.com\/se-en\/wp-content\/uploads\/sites\/20\/2023\/07\/Collaborative-data-ecosystems.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t style=\"object-position: 78% 50%; object-fit: cover;\" 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\tstyle=\"\" 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=\"\"><\/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 section--story-content article-body\"><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<h4 class=\"wp-block-heading\" id=\"h-data-masters-rendezvous-unleashing-the-power-of-data-ecosystems\"><strong>Data Masters Rendezvous:<br><\/strong><em><strong>Unleashing the Power of Data Ecosystems<\/strong><\/em><\/h4>\n\n\n\n<p><em>Past event: Thursday, October 28th, 2021 at 9:00 am EST&nbsp;<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/10\/Data-Ecosystems-600X303.png?w=600\" alt=\"\" class=\"wp-image-645738\"\/><\/figure>\n\n\n\n<p>Data ecosystems are emerging across industries, from financial services to automotive\u202fand public sector.\u202fThey\u202fcreate an entire new data\u202feconomy\u202fopening\u202fbusiness opportunities\u202ffor organizations.\u202f&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/video\/event\/urn:li:ugcPost:6859377483255492608\/\" target=\"_blank\" rel=\"noreferrer noopener\">In this inspiring session<\/a> on data ecosystems \u2013 and second in our Data Masters Rendezvous event series \u2013\u202fÎÚÑ»´«Ã½ Invent&#8217;s <a href=\"https:\/\/www.linkedin.com\/in\/val%C3%A9rie-perhirin-1b399b8\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_live_video%3BOsbGAZQ%2FT9Wkfp2pbbTxVA%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Val\u00e9rie Perhirin<\/a>,\u202fÎÚÑ»´«Ã½&#8217;s <a href=\"https:\/\/www.linkedin.com\/in\/annelaurethieullent\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_live_video%3BOsbGAZQ%2FT9Wkfp2pbbTxVA%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Anne-Laure Thieullent<\/a>,\u202fand \u202f<a href=\"https:\/\/www.linkedin.com\/in\/priyankajha1\/?originalSubdomain=sg\" target=\"_blank\" rel=\"noreferrer noopener\">Priyanka Jha<\/a>, Manager, Value Proposition at AXA, discussed\u202f the potential of data sharing ecosystems with\u202f<a href=\"https:\/\/www.linkedin.com\/in\/maribellopez\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_live_video%3BOsbGAZQ%2FT9Wkfp2pbbTxVA%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">Maribel Lopez<\/a>, founder of Lopez Research, a market research and consulting firm. <\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"latest-insights layout-odd layout-one-card-only \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\">Latest insights<\/h2><\/div><div class=\"layout-single-card\">\n                      <div class=\"row align-items-center w-lg-100\">\n                        <div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/gain-competitive-advantage-in-the-new-era-of-automotive-with-modern-data-ecosystems\/\">\n\t\t\t\t\t\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\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png?w=1000&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2022\/09\/automotive-with-modern-data-ecosystems.png\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div>\n                            <div class=\"col-12 col-md-5 col-lg-7\"><\/div>\n                        <div class=\"col-12 col-md-7 col-lg-5\">\n                            <a href=\"https:\/\/www.capgemini.com\/fi-en\/insights\/research-library\/gain-competitive-advantage-in-the-new-era-of-automotive-with-modern-data-ecosystems\/\" aria-label=\"Gain competitive advantage in the new era of automotive with modern data ecosystems\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Point of view<\/div>\n                                <h3 class=\"card-title\">Gain competitive advantage in the new era of automotive with modern data ecosystems<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                     <\/div>\n                    <\/div><\/div><\/section>\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"expert-heading\">Expert perspectives<\/h2><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/fi-en\/insights\/expert-perspectives\/collaborative-data-ecosystems\/\" aria-label=\"Data ecosystems on the rise\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/fi-en\/wp-content\/uploads\/sites\/26\/2021\/10\/ÎÚÑ»´«Ã½_Expert-perspectives_Data-ecosystems-on-the-rise.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Data and AI<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/fi-en\/insights\/expert-perspectives\/collaborative-data-ecosystems\/\" aria-label=\"Data ecosystems on the rise\"><h3 class=\"expert-subtitle\">Data ecosystems on the rise<\/h3><\/a><div class=\"box-bottom\">\n\t\t\t<img decoding=\"async\" class=\"box-logo  logo-blue\" loading=\"lazy\" alt=\"\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-blue.svg?w=200&#038;quality=10\" \/><div class=\"date-name-info\"><div class=\"author-text\">ÎÚÑ»´«Ã½<\/div><div class=\"date-text\">Oct 13, 2021<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"cta-wrapper\"><a class=\"cta-link\" target=\"\" aria-label=\"Read more about Expert perspectives\" href=\"\/fi-en\/insights\/expert-perspectives\/#search=DATA+AI\" rel=\"noopener noreferrer\">Read more<\/a><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":33,"featured_media":0,"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":"{\"uuid\":\"de75b7ed-6b4b-4a78-b355-17e58fa44381\",\"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":[140],"content-group":[],"class_list":["post-501577","page","type-page","status-publish","hentry","page-type-solutions"],"yoast_head":"<!-- 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