{"id":647362,"date":"2022-01-28T14:20:53","date_gmt":"2022-01-28T13:20:53","guid":{"rendered":"https:\/\/www.capgemini.com\/be-en\/?page_id=647362"},"modified":"2026-01-08T14:02:59","modified_gmt":"2026-01-08T14:02:59","slug":"do-good-with-data-and-ai","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","title":{"rendered":"Do good with data and AI"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.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\">Do good with data and AI <\/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\/be-en\/solutions\/do-good-with-data-and-ai\/\" 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\/be-en\/solutions\/do-good-with-data-and-ai\/\" 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\">At Capgemini, we believe that data and AI can greatly contribute to achieving a sustainable world.<\/h2><p class=\"intro-para-content\">With the <a href=\"https:\/\/www.un.org\/fr\/desa\/humanitarian-sdgs-interlinking-2030-agenda-sustainable-development-agenda?gclid=CjwKCAjws--ZBhAXEiwAv-RNL2ZgJMHWs4TbyRQgifSzWnCAdYWaqgS3qM6oUL1Vri8Gn7wDYyylyRoCr9AQAvD_BwE\" target=\"_blank\" rel=\"noreferrer noopener\">2030 Agenda for Sustainable Development <\/a>and its related 17 <a href=\"https:\/\/sustainabledevelopment.un.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Sustainable Development Goals (SDGs)<\/a>, the United Nations (UN) established a crucial call for action by all states, recognizing the urgency to end poverty and other deprivations through impactful strategies that improve health and promote inclusive education, reduce inequality, and foster economic growth \u2013 while tackling the climate crisis, promoting access to affordable, sustainable energy, ensuring peace, and fighting disinformation.<\/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<p>Because we are convinced by the transformative power of data and AI to build positive futures for our people, our society and our planet we are leveraging data and AI in various ways to achieve a sustainable future:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Since 2020, Capgemini contributes to accelerating the UN\u2019s sustainable development goals with its participation in the <a href=\"https:\/\/aiforgood.itu.int\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI for Good Global Summit<\/a>. This year we will &nbsp;focus on how data and AI can help protect and sustain global forests&#8217; ecosystems, <a href=\"https:\/\/aiforgood.itu.int\/event\/how-can-ai-help-protect-and-sustain-global-forest-ecosystems\/\" target=\"_blank\" rel=\"noreferrer noopener\">register here.<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/aeta.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">AETA<\/a> (Acoustic &amp; Electromagnetic To AI) Earthquake Prediction Algorithm, Capgemini has been collaborating with Peking University Shenzhen Graduate School, Shenzhen Valley Ventures (SVV) and Shenzhen MSU-BIT University through its AIE Shenzhen and Data &amp; AI team to build an AI platform to support the algorithms and data generated in AETA 2022<\/li>\n\n\n\n<li>Our annual <a href=\"https:\/\/www.capgemini.com\/be-en\/news\/inside-stories\/on-the-shoulders-of-giants\/\">Global Data Science Challenge<\/a>, which, in 2020, focused on using AI to identify and track the sperm whale population<\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/be-en\/news\/client-stories\/project-farm-an-intelligent-data-platform-to-resolve-global-food-shortages\/\">FARM<\/a> 2.0, an intelligent data platform developed at Capgemini\u2019s Applied Innovation Exchange (AIE) in the Netherlands to resolve global food shortages.<\/li>\n\n\n\n<li>Since 2021, Capgemini has been partnering with <a href=\"https:\/\/www.capgemini.com\/be-en\/news\/events\/girls-in-ai-2022-global-hackathon\/\">Teens In AI<\/a> a non-profit organization to empower the next generation of data and AI talent and contribute to fostering diversity of minds, leading to more inclusive tech design, driving fairness in AI systems, and reducing algorithmic biases.<\/li>\n<\/ul>\n\n\n\n<p><strong>By using latest technologies &amp; Innovative solutions, how&nbsp;data&nbsp;ecosystems can help us in achieving the sustainable development goals and keep us stay on track? Check on our experts when they share their insights and experience&nbsp;with&nbsp;building&nbsp;data&nbsp;ecosystems in areas such as health, smart cities, environment, and labour dynamics. Learn more&nbsp;<a href=\"https:\/\/aiforgood.itu.int\/5-ways-data-ecosystems-can-help-achieve-the-sustainable-development-goals\/\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-data-ecosystems-a-stepping-stone-towards-the-sustainable-development-goals\"><strong>Data ecosystems, a stepping stone towards the Sustainable Development Goals<\/strong><\/h4>\n\n\n\n<p>Capgemini experts, public organizations, society and business stakeholders explored in this session how data-sharing can provide insights that help steer new strategies in achieving a more sustainable future.<\/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 \"><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\/k4eujKIerBE?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\">AI for Good<\/h3><div class=\"video-info\"><p data-maxlength=\"68\">Discover for yourself.<\/p><\/div><\/div><div class=\"col-md-1\"><\/div><\/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 67c76a17-8541-4226-97ff-2d52faefb38c\">\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-sapphire3\">\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=\"AI for Good \u2013 let\u2019s protect our forests\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAI for Good \u2013 let\u2019s protect our forests\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<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Capgemini at AIForGood 2022: 3rd\u00a0of November 2022, Thursday ,2:00 PM [CET] onwards.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tCapgemini at AIForGood 2022: 3rd\u00a0of November 2022, Thursday ,2:00 PM [CET] onwards.<br>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/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\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\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"24\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Find out more about AI for Good \u2013 let\u2019s protect our forests\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" tabindex=\"0\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.capgemini.com\/be-en\/news\/events\/ai-for-good-lets-protect-our-forests\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tFind out more\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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?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\/2022\/10\/Web-banner-2880X1800.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?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\/2022\/10\/Web-banner-2880X1800.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?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\/2022\/10\/Web-banner-2880X1800.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/10\/Web-banner-2880X1800.jpg?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\/2022\/10\/Web-banner-2880X1800.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 50% 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=\"\">\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<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\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=2880&amp;quality=70 2x\"\n\t\t\t\tmedia=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=2880&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=2048&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg?w=480&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.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\/be-en\/wp-content\/uploads\/sites\/14\/2022\/08\/web-page-banner_2880x1800px.jpg\" 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=\"Stora Enso tracks bark beetle activity using satellite imaging\"\n\t\t\t\t\t\t\t\t   href=\"https:\/\/www.capgemini.com\/be-en\/news\/client-stories\/stora-enso-tracks-bark-beetle-activity-using-satellite-imaging\/\">\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\">Stora Enso tracks bark beetle activity using satellite imaging<\/h3>\n\t\t\t\t\t\t\t\t\t\t<p>In partnership with Sogeti, a part of the Capgemini Group, Stora Enso employed the Geo Satellite Intelligence system to combine satellite imaging and artificial intelligence to track bark beetle activity more accurately and quickly<\/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\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/themes\/capgemini2025\/assets\/images\/Logo_Sogeti.svg\" alt=\"Sogeti\" class=\"light\"\/><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/themes\/capgemini2025\/assets\/images\/Logo_Sogeti_white.svg\" alt=\"Sogeti\" class=\"dark\"\/><\/div>\n\t\t\t<div class=\"content-more\">\n\t\t\t\t<a class=\"cta-button\" href=\"https:\/\/www.capgemini.com\/be-en\/news\/client-stories\/stora-enso-tracks-bark-beetle-activity-using-satellite-imaging\/\" aria-label=\"Read more about Stora Enso tracks bark beetle activity using satellite imaging\"><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<h3 class=\"wp-block-heading\"><strong>AI4Good \u2013 Applying AI towards the Sustainable Development Goals<\/strong><\/h3>\n\n\n\n<p>Below are our sustainable business solutions that help build positive futures for humans and society. <\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"281\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Education.png?w=281\" alt=\"\" class=\"wp-image-773079\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"281\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Food.png?w=281\" alt=\"\" class=\"wp-image-773080\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"281\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Peace.png?w=281\" alt=\"\" class=\"wp-image-773083\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"281\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Environment.png?w=281\" alt=\"\" class=\"wp-image-773084\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"281\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Justice.png?w=281\" alt=\"\" class=\"wp-image-773085\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"280\" height=\"155\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/07\/Health.png?w=280\" alt=\"\" class=\"wp-image-773086\"\/><\/figure>\n<\/div>\n<\/div>\n<\/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 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\">AI for education<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">AI in education can be used to enhance student learning outcomes, promote personalization, and improve access to education, particularly for girls and vulnerable children. In Capgemini\u2019s four\u00a0PublicGoesAI\u00a0playgrounds, AI technology works in the four following ways to enhance teaching and learning solutions.<\/p><\/div><div class=\"expander-content\"><p><strong>Our approach<\/strong><\/p><ul class=\"box-list\"><li><strong>Intelligent automation of teaching materials and processes\u00a0\u2013<\/strong> Intelligently automating curricula and routine tasks to allocate more time to the most crucial aspect of education and gain efficiency<\/li><li><strong>AI-based interaction with students and teachers<\/strong>\u00a0\u2013 Augmenting interaction with children through the use of scalable AI-based educational chatbots, offering personalized advice and support to children and youths, specifically students with disabilities and health impairments, in their learning process<\/li><li><strong>AI for detecting educational failures\u00a0\u2013 <\/strong>Identifying patterns with the help of machine learning techniques to detect real-time anomalies and help prevent individual failures with long-term impact, such as student drop-out<\/li><li><strong>Augmenting decision-making with AI<\/strong>\u00a0\u2013 Helping educational leaders and schools leverage data and insights to make more informed decisions, such as personalizing training programs, and to predict educational underperformance.<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI-for-Education-Brochure.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/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\">AI for food and zero hunger<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Artificial intelligence can transform existing food and agricultural systems, rendering them more efficient. AI-based early warning systems can flag food shortages, helping decision makers avert situations such as those leading to malnutrition. AI technologies such as machine learning can improve crop management, enhance crop quality, and maximize output.<\/p><\/div><div class=\"expander-content\"><p>With its strong partner ecosystem, Capgemini aims to harness the power of AI in each of the following steps of the food system to tackle world hunger:<\/p><ul class=\"box-list\"><li><strong>For those who produce food,<strong>\u00a0<\/strong><\/strong>AI can help to identify weather patterns and to optimize the use of land, leading to sustainable agriculture.<\/li><li><strong>For those who consume food,\u00a0<\/strong>AI can build on conversational AI to facillitate better interaction with those in need.<\/li><li><strong>For those who distribute food,<\/strong>\u00a0the intelligent use of data brings insights on how to best feed the population with the available resources, also minimizing waste and foreseeing food shortages.<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI4Food-handout-1.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/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\">AI for peace and information<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Aware of the current challenges related to the accuracy and crucial value of valid information, several countries have begun to consider the potential of AI to nurture healthy knowledge ecosystems and protect their citizens. By combating threats such as disinformation with the help of AI, they encourage the dissemination and acceptance of AI technologies to raise awareness of cybersecurity and fake news.<\/p><\/div><div class=\"expander-content\"><p>By leveraging automation and analytic skills, information environments and their misuse can be tackled with AI through:<\/p><ul class=\"box-list\"><li><strong>Identification<\/strong>\u00a0\u2013 AI-based identification of disinformation and accurate responding<\/li><li><strong>Analysis <\/strong>\u2013 Analyzing behavior on social media to identify disinformation and prevent malicious networks\u00a0as well as the dissemination of fake news<\/li><li><strong>Dismantling <\/strong>\u2013 Providing guidance on facts and virtual assistance with the help of conversational AI.<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI-for-Information-Brochure-1.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/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\">AI for the environment<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">The emergence of artificial intelligence can pave the way towards pursuing the United Nations\u2019 Sustainable Development Goals for protecting our environment. AI technologies and algorithms are being developed to monitor pollution levels, reduce energy consumption, and better understand the effects of climate change. Governments around the world, both on the local and central level, are embracing AI in their program and strategy roadmaps for the protection of our environment. Leveraging AI and IoT technologies together can help enhance environmental sustainability.<\/p><\/div><div class=\"expander-content\"><p>Capgemini seeks to serve governments and public organizations in their quest to build sustainable territories by leveraging data, AI, and analytics expertise for good in the areas of:<\/p><ul class=\"box-list\"><li><strong>Distributed energy grids<\/strong>\u00a0\u2013 AI can predict the demand and supply of energy, improve storage, and assist in its efficient use.<\/li><li><strong>Smart cities<\/strong>\u00a0\u2013 AI- and IoT-based public services in cities will create sustainable cities and environments. This will greatly improve living conditions and improve the lives of citizens all over the world.<\/li><li><strong>Smart agriculture and food<\/strong>\u00a0\u2013 AI-augmented agriculture is resource efficient and climate resilient. It can ensure that supply gaps because of poor farming practices can be curbed to a considerable extent.<\/li><li><strong>Biodiversity monitoring<\/strong>\u00a0\u2013 AI is frequently used in forestry management and species detection to assess the impacts of environmental changes.<\/li><li><strong>Climate monitoring<\/strong>\u00a0\u2013 Climate informatics is the use of AI to predict the climate and effects of climate change. This field of AI helps augment decision-making in various other areas, such as disaster management and daily weather reports.<\/li><li><strong>Smart disaster mitigation<\/strong>\u00a0\u2013 By not only predicting disasters, but then focusing on resource prioritization to mitigate aftereffects, AI possesses significant capabilities for avoiding unforeseen consequences.<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI4Environment_Brochure.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/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\">AI for justice<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">States around the world, including Germany and Estonia, and institutions, including Interpol and the Council of Europe, increasingly convey great interest in AI for crime prevention and law enforcement, as recently seen in national AI strategies and initiatives. While\u00a0<a href=\"https:\/\/www.ki-strategie-deutschland.de\/home.html?file=files\/downloads\/Nationale_KI-Strategie_engl.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Germany is considering AI-based analysis methods for law enforcement<\/a>\u00a0as part of its AI strategy,\u00a0<a href=\"https:\/\/www.wired.com\/story\/can-ai-be-fair-judge-court-estonia-thinks-so\/\" target=\"_blank\" rel=\"noreferrer noopener\">Estonia plans to use AI as a decision-making helper in small-claims cases<\/a>. The\u00a0<a href=\"http:\/\/www.unicri.it\/sites\/default\/files\/2020-07\/UNICRI-INTERPOL_Report_Towards_Responsible_AI_Innovation_0.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">UNICRI-INTERPOL report on AI in Law\u00a0Enforcement<\/a>\u00a0highlights recommended principles\u00a0and addresses requirements for the responsible use of AI. Also, the recently published progress report and a feasibility study by the Council of Europe\u2019s\u00a0<a href=\"https:\/\/www.coe.int\/en\/web\/artificial-intelligence\/cahai\" target=\"_blank\" rel=\"noreferrer noopener\">Ad hoc Committee on Artificial Intelligence (CAHAI)<\/a>, tackling the legal framework for the development, design, and application of AI, sets out a clear roadmap based on human rights, the rule of law, and democracy.<\/p><\/div><div class=\"expander-content\"><p>Along with the four PublicGoesAI spheres Capgemini envisions, AI can prove to have a significant impact for citizens, courts, police, and government ministries by developing and deploying applications in the following fields:<\/p><ul class=\"box-list\"><li><strong>Intelligent automation of juridical processes,<\/strong>\u00a0e.g., automated decision-making and cognitive document processing<\/li><li><strong>Interaction with citizens,<\/strong>\u00a0e.g., virtual assistance with chatbots for citizens<\/li><li><strong>Detection of anomalies,<\/strong>\u00a0e.g., in crime detection<\/li><li><strong>Data-supported help for judges in decision-making processes,<\/strong>\u00a0e.g., intelligent deployment of resources and prosecution analytics.<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI-for-Justice-Brochure.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/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\">AI for health<\/h3><\/div><div class=\"expander-subtitle\"><p class=\"small-description\">Data and AI offer numerous opportunities to transform the delivery of health care, profoundly and rapidly. The technology is essential in a range of health applications and is already being used to augment practitioners\u2019 capabilities to detect and efficiently treat diseases. In addition, AI can assist patients in their healthcare journey \u2013 from real-time advising to scheduling appointments \u2013 and it can facilitate the allocation of resources and capacities within hospitals and healthcare facilities.<\/p><\/div><div class=\"expander-content\"><p>From the US to Korea and Australia, several countries have resorted to AI- and big data-driven tools to predict, manage, and combat the COVID-19 virus. At the same time, governments worldwide have started implementing health-focused initiatives in their respective AI strategies.<\/p><ul class=\"box-list\"><li><strong>AI for research<\/strong>\u00a0\u2013 Improving the analysis of human tissues and optimizing the treatment of diseases<\/li><li><strong>AI for contextualization<\/strong>\u00a0\u2013 Allowing faster and more effective decision-making when facing injury cases.<\/li><li><strong>AI as an engineering tool<\/strong>\u00a0\u2013 Augmenting the capabilities of healthcare practitioners to make diagnoses<\/li><li><strong>AI for operations<\/strong>\u00a0\u2013 Predicting and monitoring patterns and dynamics, supporting the organization in its short- and mid-term strategy<\/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\"><a class=\"more2\" aria-label=\"Download our brochure link\" href=\"\/wp-content\/uploads\/2022\/08\/AI4Health_Brochure.pdf\" target=\"_blank\" title=\"Opens in a new window\" rel=\"noopener noreferrer\">Download our brochure<\/a><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/section>\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-learn-more updated-new-sample-amal learnMoreBlock\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"learnmore-heading\">Find out more<\/h2><\/div><div class=\"row\"><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/be-en\/about-us\/who-we-are\/values-and-ethics\/our-ethical-culture\/ethical-ai\/\" target=\"\" aria-label=\"Ethical AI\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/09\/Capgemini_Ventures-Business-Ventures.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/09\/Capgemini_Ventures-Business-Ventures.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/09\/Capgemini_Ventures-Business-Ventures.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Ethical AI<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/be-en\/about-us\/who-we-are\/values-and-ethics\/\" target=\"\" aria-label=\"Values and Ethics\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/Capgemini_AboutUs_Values-and-Ethics_AV.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/Capgemini_AboutUs_Values-and-Ethics_AV.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/Capgemini_AboutUs_Values-and-Ethics_AV.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Values and Ethics<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/be-en\/about-us\/approach-to-esg\/\" target=\"\" aria-label=\"<a href=&quot;https:\/\/www.capgemini.com\/be-en\/about-us\/approach-to-esg\/&quot;&gt;Approach to ESG<\/a&gt;\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/03\/Capgemini_our-approach-to-ESG.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/03\/Capgemini_our-approach-to-ESG.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2022\/03\/Capgemini_our-approach-to-ESG.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\"><a href=\"https:\/\/www.capgemini.com\/be-en\/about-us\/approach-to-esg\/\">Approach to ESG<\/a><\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":151,"featured_media":0,"parent":607284,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"cg_dt_proposed_to":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"_eb_attr":"","cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"c4cc6b36-0d91-4534-88a8-d1d256da8753\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":false,"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":[167],"content-group":[],"class_list":["post-647362","page","type-page","status-publish","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>Do good with data and AI - 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\/solutions\/do-good-with-data-and-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Do good with data and AI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Belgium\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-08T14:02:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg\" \/>\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=\"9 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\/solutions\/do-good-with-data-and-ai\/\",\"url\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/\",\"name\":\"Do good with data and AI - Capgemini Belgium\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg\",\"datePublished\":\"2022-01-28T13:20:53+00:00\",\"dateModified\":\"2026-01-08T14:02:59+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Solutions\",\"item\":\"https:\/\/www.capgemini.com\/be-en\/solutions\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Do good with data and AI\"}]},{\"@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\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Do good with data and AI - 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\/solutions\/do-good-with-data-and-ai\/","og_locale":"en_US","og_type":"article","og_title":"Do good with data and AI","og_url":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","og_site_name":"Capgemini Belgium","article_modified_time":"2026-01-08T14:02:59+00:00","og_image":[{"url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","url":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","name":"Do good with data and AI - Capgemini Belgium","isPartOf":{"@id":"https:\/\/www.capgemini.com\/be-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg","datePublished":"2022-01-28T13:20:53+00:00","dateModified":"2026-01-08T14:02:59+00:00","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#primaryimage","url":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg","contentUrl":"https:\/\/www.capgemini.com\/be-en\/wp-content\/uploads\/2022\/04\/0_3_AI-for-Good-Banner.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Solutions","item":"https:\/\/www.capgemini.com\/be-en\/solutions\/"},{"@type":"ListItem","position":2,"name":"Do good with data and AI"}]},{"@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"}]}},"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"WebPage","headline":"Do good with data and AI","url":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/"},"thumbnailUrl":"","image":{"@type":"ImageObject","url":""},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Belgium","logo":""},"keywords":[],"dateCreated":"2022-01-28T13:20:53Z","datePublished":"2022-01-28T13:20:53Z","dateModified":"2026-01-08T14:02:59Z"},"rendered":"<meta name=\"parsely-title\" content=\"Do good with data and AI\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/be-en\/solutions\/do-good-with-data-and-ai\/\" \/>\n<meta name=\"parsely-type\" content=\"index\" \/>\n<meta name=\"parsely-pub-date\" content=\"2022-01-28T13:20:53Z\" \/>\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\/be-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png","featured_image_alt":false,"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,"_links":{"self":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/pages\/647362","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/users\/151"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/comments?post=647362"}],"version-history":[{"count":20,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/pages\/647362\/revisions"}],"predecessor-version":[{"id":883271,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/pages\/647362\/revisions\/883271"}],"up":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/pages\/607284"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/media?parent=647362"}],"wp:term":[{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/brand?post=647362"},{"taxonomy":"partner_type","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/partner_type?post=647362"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/service?post=647362"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/industry?post=647362"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/partners?post=647362"},{"taxonomy":"page-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/page-type?post=647362"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/be-en\/wp-json\/wp\/v2\/content-group?post=647362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}