{"id":723434,"date":"2026-10-06T09:22:48","date_gmt":"2026-10-06T09:22:48","guid":{"rendered":"https:\/\/www.capgemini.com\/gb-en\/?p=723434&#038;preview=true&#038;preview_id=723434"},"modified":"2026-10-06T09:27:19","modified_gmt":"2026-10-06T09:27:19","slug":"mitigating-the-environmental-risks-of-ai-through-better-monitoring","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/gb-en\/insights\/expert-perspectives\/mitigating-the-environmental-risks-of-ai-through-better-monitoring\/","title":{"rendered":"Mitigating the environmental risks of AI through better monitoring"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1><strong>Mitigating the environmental risks of AI through better monitoring<\/strong><\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Capgemini<\/h5><h5 class=\"blog-date\">Oct 01, 2026<\/h5><\/div><\/div><div class=\"brand-image\"><\/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=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" 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 href=\"https:\/\/twitter.com\/intent\/tweet?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" 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><div class=\"article-text article-quote-text\">\n<h2 id=\"h-while-most-companies-have-rushed-to-deploy-ai-at-scale-in-their-operations-few-can-claim-to-know-ai-s-impact-on-their-sustainability-numbers\" class=\"wp-block-heading\">While most companies have rushed to deploy AI at scale in their operations, few can claim to know AI\u2019s impact on their sustainability numbers.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Companies have long been struggling to accurately assess and successfully minimise their environmental impact due to a lack of standardisation. Even the most commonly used reporting frameworks \u2013\u202fincluding the Global Reporting Initiative, the Corporate Sustainability Reporting Directive, and the Science Based Targets initiative \u2013 use different scopes and requirements.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI makes it harder still, particularly with the complexity of the value chain. Most companies frequently lack visibility on the real environmental impact of their AI solutions, resulting in inconsistent, uncertain, or missing metrics. As AI adoption is skyrocketing and AI models are evolving very quickly, businesses face the long-term challenge of forecasting AI\u2019s future environmental impact. This means that companies are not fully prepared to comply with potential new regulations requiring sustainability indicators for AI use.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Building an AI-forward measurement plan<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Today, AI&#8217;s share of most companies&#8217; emissions is small, sometimes as little as 0.01% of total greenhouse gas emissions. That will not last with the currently ever-increasing usage trend. <strong><em>Roadmap assessments show why<\/em><\/strong>: <em><strong>AI could account for 60% of emissions within three years for some industries<\/strong><\/em>. The current numbers understate the risk.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An AI measurement plan builds on the same components as any environmental impact framework: set targets, track them, and build a strategy to hit them. The difference is speed. Real-time visibility into AI-linked emissions lets companies act before the footprint grows, not after.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<h3 id=\"h-tackling-measurement-challenges-nbsp\" class=\"wp-block-heading\"><strong>Tackling measurement challenges<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Building a measurement framework from scratch, or overhauling an existing sustainability strategy, is complex and slow. Few organisations have the in-house expertise to do it alone.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A partner with the right expertise can close that gap: portfolio-level AI workload analysis, scenario-based projections, structured methodologies for evaluating impact use case by use case, actionable remediation measures, and employee training.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At Capgemini, we help clients see how their AI use is affecting their environmental goals \u2014 and how to manage and reduce that impact. We look at AI&#8217;s full value chain: component development, energy generation, and operational use.&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/IDC-marketscape.jpg\" alt=\"\" class=\"wp-image-1247936 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\">Capgemini has been named a Leader in the IDC MarketScape: Worldwide Sustainability Strategy Services 2026 Vendor Assessment.&nbsp; <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.capgemini.com\/news\/analyst-recognition\/capgemini-named-a-leader-in-the-idc-marketscape-worldwide-sustainability-strategy-services-2026-vendor-assessment\/\" type=\"link\" id=\"https:\/\/www.capgemini.com\/news\/analyst-recognition\/capgemini-named-a-leader-in-the-idc-marketscape-worldwide-sustainability-strategy-services-2026-vendor-assessment\/\"><strong>Read more<\/strong><\/a><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><br>We see this as validation of our approach: helping clients improve operational efficiency, reduce emissions, and turn sustainability into a driver of growth and competitiveness, while using AI responsibly and delivering measurable impact.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To learn more about the challenges of scaling sustainable AI, read the scientific papers (contributions by the blog authors):&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/arxiv.org\/pdf\/2501.14334\" target=\"_blank\" rel=\"noopener\">Exploring the sustainable scaling of AI dilemma<\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/arxiv.org\/abs\/2601.19311\" target=\"_blank\" rel=\"noopener\">Balancing Sustainability and Performance: The Role of Small-Scale LLMs in Agentic Artificial Intelligence Systems<\/a>.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"latest-insights layout-odd \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\">Our reports<\/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\/gb-en\/insights\/research-library\/a-world-in-balance-2026-the-resilience-reset\/\">\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\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?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\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?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\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?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\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg?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\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/09\/CRI-Sustainability-Trends-2026-Banner.jpg\" alt=\"CRI Sustainability Trends 2026 Banner\" 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\/gb-en\/insights\/research-library\/a-world-in-balance-2026-the-resilience-reset\/\" aria-label=\"A world in balance 2026: The resilience reset\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">A world in balance 2026: The resilience reset<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                     <\/div>\n                    <\/div><div class=\"layout-two-card cards-reversed\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/sustainable-gen-ai\/\">\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<source srcset=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#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\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\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#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\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#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\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=700&#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<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2025\/01\/Sustainable-Gen-AI-1.jpg\" 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<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-md-6 col-lg-4 flex-sm-order-reverse\">\n                            <a href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/rightsizing-llms-the-pathway-to-more-sustainable-ai\/\" aria-label=\"Rightsizing LLMs: the pathway to more sustainable AI\" 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\">Rightsizing LLMs: the pathway to more sustainable AI<\/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 class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/sustainable-gen-ai\/\" aria-label=\"Sustainable Gen AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\"><\/div>\n                                <h3 class=\"card-title\">Sustainable Gen AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><\/div>\n                    <\/div><\/div><\/section>\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Authors<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/01\/Philippe-Cordier-final.jpg\" alt=\"Philippe Cordier\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/philippecordier\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Philippe Cordier<\/h3>\n\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<span>Global Chief AI Scientist, Sustainable AI, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/philippecordier\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Philippe brings over 20 years of experience driving innovation and transformation programs across the energy sector. His expertise spans the whole energy value chain \u2014 oil and gas, renewables, hydrogen and electricity retail. Obsessed with value creation, he leverages his experience in industrial operations and large-scale AI transformation programs to help organizations navigate the frantic technology landscape and accelerate their transformation. His global industry and technological perspective gives him a pragmatic yet strategic approach to problem solving to ensure global scaling.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/gb-en\/wp-content\/uploads\/sites\/5\/2026\/10\/Martin-Chauvin-.jpg\" alt=\"Martin Chauvin\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/martinchauvin\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Martin Chauvin<\/h3>\n\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<span>Manager Consultant Data Scientist, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/martinchauvin\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\"> Recognized for his expertise in the environmental impact of AI, Martin has delivered more than a dozen data science projects spanning AI footprint assessment, satellite imagery, and carbon measurement, and has co-authored scientific publications on evaluating the environmental footprint of AI \u2014 both at corporate scale and for individual models. Combining deep data science expertise with a focus on sustainability, Martin helps organizations understand and reduce the environmental cost of their AI systems as they scale <\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>While most companies have rushed to deploy AI at scale in their operations, few can claim to know AI\u2019s impact on their sustainability numbers. <\/p>\n","protected":false},"author":6434,"featured_media":723435,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"978fff72-09f8-4140-ae83-e16da2ce4f34\",\"blogId\":\"5\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/gb-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/gb-en\/2026\/10\/06\/mitigating-the-environmental-risks-of-ai-through-better-monitoring\/\",\"postId\":723434,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"f7df525d-ca6b-47c6-a1e0-aa679c507dae\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/mitigating-the-environmental-risks-of-ai-through-better-monitoring\/\",\"postId\":1243631,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":"","jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[160],"content-group":[],"class_list":["post-723434","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","blog-topic-sustainability"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - 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