{"id":713259,"date":"2024-02-19T08:20:40","date_gmt":"2024-02-19T13:20:40","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?post_type=research-and-insight&#038;p=713259"},"modified":"2025-06-20T03:11:24","modified_gmt":"2025-06-20T08:11:24","slug":"data-a-powerful-ally-in-tackling-scope-3-emissions-reduction-targets","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/us-en\/insights\/research-library\/data-a-powerful-ally-in-tackling-scope-3-emissions-reduction-targets\/","title":{"rendered":"Data: A powerful ally in tackling scope 3 emissions-reduction targets"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/scroll-banner-1200x750-1.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:48% 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\">Sustainability<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Data: A powerful ally in tackling scope 3 emissions-reduction targets<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"#linkToForm\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download PoV<\/span><span class=\"type\">2 MB  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\/us-en\/?post_type=research-and-insight&amp;p=666996\" 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-tw\"><a 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id=\"h-how-companies-can-use-artificial-intelligence-and-machine-learning-across-the-supply-chain-to-address-mandates-and-meet-sustainability-goals\">How companies can use artificial intelligence and machine learning across the supply chain to address mandates and meet sustainability goals<\/h3>\n\n\n\n<p>The days of focusing solely on direct emissions are over. New mandates are pushing companies to account for their full environmental impact. One area of growing pressure is setting ambitious Scope 3 emission reduction targets. <\/p>\n\n\n\n<p>Scope 3 encompasses emissions that occur throughout a company\u2019s value chain, including those from suppliers, customers, and the use and disposal of products.<\/p>\n\n\n\n<p>Supply chains represent a significant opportunity for reduction, but many enterprises struggle to measure and report their carbon footprint across the entire value chain. One major roadblock is data access.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-technology-can-help\">Technology can help<\/h4>\n\n\n\n<p>Some suppliers do not have the capability to provide data to inform Scope 3 reporting. Or data is often stored in disparate formats, such as PDFs, annual reports, geospatial data, along with countless other inputs. <strong><\/strong><\/p>\n\n\n\n<p>Companies must extract data from a variety of sources and connect it to compute Scope 3 emissions. This is where technology plays an essential role.<\/p>\n\n\n\n<p>Artificial intelligence (AI) and machine learning (ML) are revolutionizing Scope 3 emission tracking. These powerful tools can analyze supplier data, consumer usage patterns, and satellite imagery to provide granular carbon footprints for products and uncover hidden emissions hotspots. Companies can leverage these insights to make informed decisions on how to reduce their Scope 3 emissions based on this data.<\/p>\n\n\n\n<p>Capgemini has identified four key opportunity areas for using AI and ML for Scope 3 tracking:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data fusion and analysis<\/li>\n\n\n\n<li>Predictive modeling<\/li>\n\n\n\n<li>Supply chain optimization<\/li>\n\n\n\n<li>Decision support systems<\/li>\n<\/ul>\n\n\n\n<p>For more than two decades, Capgemini has prioritized sustainability and invested in innovations that help clients meet their net-zero goals. Capgemini also works with leading technology partners to help companies harness the potential of data and optimize their systems and processes sustainably.<\/p>\n\n\n\n<p>Take the first step toward a more sustainable future by exploring how AI and ML can empower your organization to reduce Scope 3 emissions.<\/p>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form undefined autocloudform\"><div class=\"section--autoCloud-form\"><div class=\"wrapperAutoCloudSection\" id=\"linkToForm\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12 col-lg-6 left-img align-self-center escaper-left\"><\/div><div class=\"  col-md-12\"><div class=\"autoCloudForm\"><h3 class=\"formHelpText\">Fill the form to download our PoV<\/h3>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_736019_3576681303\" 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<script type=\"text\/javascript\">\n\t\t\tvar utmCampaignInputId = \"_mf_735989_9809_3148184754\";\n\t\t\twindow.MF = window.MF || {}; 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We hope you find the content valuable. <a href=\"https:\/\/www.capgemini.com\/us-en\/wp-content\/uploads\/sites\/30\/2024\/02\/Scope-3-POV.pdf\">Click here to download<\/a>.<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. 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goals<\/p>\n","protected":false},"author":191,"featured_media":713238,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"d69eb9bf-8d29-476d-a30a-e2315dc15c67\",\"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,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":93,"primary_term":"Sustainability","featured_focal_points":""},"tags":[],"research-and-insight-type":[],"theme":[93],"brand":[],"service":[240,138],"industry":[],"partners":[],"content-group":[],"class_list":["post-713259","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","theme-sustainability","service-intelligent-business-operations","service-sustainability"],"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>Understand and reduce Scope 3 emissions with AI and data<\/title>\n<meta name=\"description\" content=\"Capgemini explores Scope 3 emissions reduction using AI and ML, digital twin AI, and data to cut carbon footprint and meet sustainability goals.\" \/>\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\/us-en\/insights\/research-library\/data-a-powerful-ally-in-tackling-scope-3-emissions-reduction-targets\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data: A powerful ally in tackling scope 3 emissions-reduction targets\" \/>\n<meta property=\"og:description\" content=\"Capgemini explores Scope 3 emissions reduction 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