{"id":527511,"date":"2025-02-10T18:35:49","date_gmt":"2025-02-10T18:35:49","guid":{"rendered":"https:\/\/www.capgemini.com\/pt-en\/?post_type=research-and-insight&#038;p=527511"},"modified":"2026-01-22T07:42:37","modified_gmt":"2026-01-22T07:42:37","slug":"sustainable-gen-ai","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pt-en\/insights\/research-library\/sustainable-gen-ai\/","title":{"rendered":"Sustainable Gen 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\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Sustainable-Gen-AI-1.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\">Sustainability<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Developing sustainable Gen AI<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Report from the Capgemini Research Institute<br><a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/05\/Final-Web-Version-Engineering-Biology.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/h2><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\/2025\/01\/Final-Web-Version-Report-Sustainable-Gen-AI-2.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the report<\/span><span class=\"type\">6 MB  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\/2025\/01\/Final-Infographic-Sustainable-Gen-AI.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download the infographic<\/span><span class=\"type\">544 KB  pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1019733\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1019733\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-d-eveloping-sustainable-gen-ai-a-new-report-from-the-capgemini-research-institute-highlights-the-environmental-impact-of-generative-ai-gen-ai-and-provides-a-roadmap-for-developing-sustainable-gen-ai-practices\">D<em>eveloping Sustainable Gen AI<\/em>, a new report from the Capgemini Research Institute, highlights the environmental impact of generative AI (Gen AI) and provides a roadmap for developing sustainable Gen AI practices.<\/h3>\n\n\n\n<p><br>As more organizations incorporate Gen AI into their processes, the technology&#8217;s environmental footprint needs to be considered. Yet, according to the report, only 12% of executives confirm that their organizations measure Gen AI&#8217;s footprint, and just 20% rank the environmental footprint of Gen AI among the top five factors when selecting or building models.<\/p>\n\n\n\n<p>By processing large volumes of data quickly, Gen AI enables organizations to enhance customer experience, streamline operations, boost growth, and accelerate innovation. However, these valuable advantages come at a cost that goes beyond the monetary. The reliance on processing large amounts of data means the technology requires enormous computational power, which in turn has a significant environmental impact.<\/p>\n\n\n\n<p>The production of graphics processing units (GPUs), which are essential for Gen AI, involves mining rare earth metals, which contribute to greenhouse gas (GHG) emissions. Data centers used by Gen AI also consume significant amounts of energy and water for cooling purposes, and frequent hardware upgrades further stress natural resources.<\/p>\n\n\n\n<p><em>Developing Sustainable Gen AI<\/em> is based on a survey of 2,000 senior executives from organizations with annual revenue above $1 billion and which have Gen AI initiatives underway. Of these executives, 48% believe their use of Gen AI has increased GHG emissions. Furthermore, 42% of executives are relooking at their climate goals due to Gen AI&#8217;s growing environmental footprint.<\/p>\n\n\n\n<p>Businesses are beginning to incorporate sustainability measures into the Gen AI lifecycle, but so far, only 31% of executives say their organization has taken steps in this direction. As Gen AI models become more complex and pervasive, careful management of both financial and environmental costs will be crucial to scalability.<\/p>\n\n\n\n<p>The report sets out a roadmap for creating responsible Gen AI for sustainable business value, which includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Identifying the right technology to address the business needs<\/li>\n\n\n\n<li>Assessing and mitigating environmental impact<\/li>\n\n\n\n<li>Investing in the right use cases to accelerate sustainable business value<\/li>\n\n\n\n<li>Developing data and technology foundations<\/li>\n\n\n\n<li>Governing for sustainability.<\/li>\n<\/ul>\n\n\n\n<p>Download the report to find out how your organization can balance technological advancement with environmental responsibility.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined call-to-action-block is-style-cg-secondary-3\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper has-description\"><div class=\"text-wrapper has-description\"><h3 class=\"title\" data-maxlength=\"144\">Stay informed<\/h3><p class=\"description\" data-maxlength=\"210\">Subscribe to have the latest reports from the Capgemini Research Institute delivered direct to your inbox.<\/p><\/div><div class=\"button-wrapper has-description\"><a class=\"cta-btn action-valid\" data-bs-toggle=\"modal\" data-bs-target=\"#CTA8a45928e_bb7f_4615_b632_ab7f778bf353\" data-maxlength=\"24\" tabindex=\"0\" href=\"#\"> Subscribe <\/a><\/div><div class=\"modal cta-frontend-modal-wrapper\" id=\"CTA8a45928e_bb7f_4615_b632_ab7f778bf353\"><div class=\"modal-dialog modal-lg modal-dialog-centered modal-dialog-scrollable cta-frontend-modal\"><div class=\"modal-content\"><div class=\"modal-header\"><button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"close\"> <\/button><\/div><div class=\"modal-body\"><div class=\"logo-wrapper\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/logo.svg\" alt=\"logo\"\/><\/div><h4 class=\"form-title\">Stay informed<\/h4>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_344265_838450863\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"344265\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"52d9af416b\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! 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https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/12\/Data-and-AI.webp?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\">Data and artificial intelligence<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\"><\/p><\/div><\/div> <div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/insights\/leading-sustainability\/\" target=\"\" aria-label=\"Learn more 1\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/01\/GettyImages-1446158491.webp?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/01\/GettyImages-1446158491.webp?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/01\/GettyImages-1446158491.webp?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\">Leading sustainability<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\"><\/p><\/div><\/div> <div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/insights\/research-library\/generative-ai-in-organizations-2024\" target=\"\" aria-label=\"Learn more 1\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/05\/Generative-AI-in-orgaizations_V01DotCom_Banner_2880X1800.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/05\/Generative-AI-in-orgaizations_V01DotCom_Banner_2880X1800.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/05\/Generative-AI-in-orgaizations_V01DotCom_Banner_2880X1800.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\">Harnessing the value of generative AI: 2&lt;sup&gt;nd&lt;\/sup&gt;\u00a0edition<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><p class=\"box-desc\"><\/p><\/div><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":440,"featured_media":527512,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"{\"uuid\":\"d9483e8d-c648-4eb8-a4cd-3ebeea101b20\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"00f6620c-a6bd-4759-b8c8-3c3ccb034f04\",\"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":true,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":0,"primary_term":"Sustainability","featured_focal_points":""},"tags":[],"research-and-insight-type":[381],"theme":[76],"brand":[302],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-527511","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-capgemini-research-institute","theme-sustainability","brand-capgemini-research-institute"],"yoast_head":"<!-- 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