{"id":14381,"date":"2026-01-16T12:11:12","date_gmt":"2026-01-16T09:11:12","guid":{"rendered":"https:\/\/cse-net.org\/?p=14381"},"modified":"2026-01-20T13:45:19","modified_gmt":"2026-01-20T10:45:19","slug":"how-ai-impacts-corporate-sustainability-data","status":"publish","type":"post","link":"https:\/\/cse-net.org\/fr\/how-ai-impacts-corporate-sustainability-data\/","title":{"rendered":"L'impact de l'IA sur les donn\u00e9es relatives au d\u00e9veloppement durable des entreprises"},"content":{"rendered":"<p data-start=\"565\" data-end=\"1145\">Les \u00e9quipes charg\u00e9es du d\u00e9veloppement durable dans les entreprises sont confront\u00e9es \u00e0 un probl\u00e8me de donn\u00e9es, mais pas \u00e0 un probl\u00e8me de narration. Elles jonglent avec les \u00e9missions, l'\u00e9nergie, l'activit\u00e9 des fournisseurs, les indicateurs de ressources humaines, les registres de risques et les informations narratives. Elles doivent ensuite tout relier \u00e0 des cadres, des contr\u00f4les et des d\u00e9lais. Pendant ce temps, les attentes ne cessent de cro\u00eetre. A <a href=\"https:\/\/www.pwc.com\/gx\/en\/issues\/esg\/global-sustainability-reporting-survey.html\" target=\"_blank\" rel=\"noopener\">Enqu\u00eate mondiale de PwC<\/a> La pression exerc\u00e9e par les consommateurs pour obtenir des rapports sur le d\u00e9veloppement durable ne cesse d'augmenter et l'utilisation de l'IA dans ces rapports a connu une croissance rapide d'ann\u00e9e en ann\u00e9e.<\/p>\n<p data-start=\"1147\" data-end=\"1396\">C'est pourquoi l'IA est en train de passer du statut de \"bien \u00e0 avoir\" \u00e0 celui d'\"infrastructure de donn\u00e9es\". Lorsque vous l'utilisez \u00e0 bon escient, l'IA vous aide \u00e0 saisir plus rapidement les donn\u00e9es relatives \u00e0 la durabilit\u00e9, \u00e0 mieux les valider et \u00e0 les transformer en informations de qualit\u00e9 d\u00e9cisionnelle auxquelles les services financiers, d'audit et de direction peuvent se fier.<\/p>\n<h2 data-start=\"1398\" data-end=\"1444\">Pourquoi les donn\u00e9es sur le d\u00e9veloppement durable ne sont pas fiables dans la r\u00e9alit\u00e9<\/h2>\n<p data-start=\"1446\" data-end=\"1699\">La plupart des donn\u00e9es relatives au d\u00e9veloppement durable sont trop dispers\u00e9es. Les factures d'\u00e9nergie sont conserv\u00e9es dans les installations. Les achats d\u00e9tiennent les listes de fournisseurs. Les RH d\u00e9tiennent les donn\u00e9es relatives au personnel. La logistique suit les kilom\u00e8tres, mais pas les \u00e9missions. M\u00eame lorsque les \u00e9quipes centralisent les donn\u00e9es, elles sont confront\u00e9es \u00e0 quatre probl\u00e8mes r\u00e9currents :<\/p>\n<ul data-start=\"1701\" data-end=\"1962\">\n<li data-start=\"1701\" data-end=\"1775\">\n<p data-start=\"1703\" data-end=\"1775\">Faible qualit\u00e9 des donn\u00e9es (valeurs manquantes, unit\u00e9s incoh\u00e9rentes, entr\u00e9es en double)<\/p>\n<\/li>\n<li data-start=\"1776\" data-end=\"1836\">\n<p data-start=\"1778\" data-end=\"1836\">Processus manuels (feuilles de calcul, courriels, copie de documents PDF)<\/p>\n<\/li>\n<li data-start=\"1837\" data-end=\"1901\">\n<p data-start=\"1839\" data-end=\"1901\">Complexit\u00e9 du champ d'application 3 (milliers de fournisseurs, peu de donn\u00e9es primaires)<\/p>\n<\/li>\n<li data-start=\"1902\" data-end=\"1962\">\n<p data-start=\"1904\" data-end=\"1962\">Alignement des rapports (ISSB, GRI, ESRS, pr\u00e9paration \u00e0 l'assurance)<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1964\" data-end=\"2050\">C'est pr\u00e9cis\u00e9ment l\u00e0 que l'IA peut \u00eatre utile, \u00e0 condition de l'utiliser avec une gouvernance et des contr\u00f4les.<\/p>\n<h2 data-start=\"2052\" data-end=\"2106\">Ce que l'IA am\u00e9liore r\u00e9ellement dans les flux de donn\u00e9es ESG<\/h2>\n<h3 data-start=\"2108\" data-end=\"2145\">1) Une saisie des donn\u00e9es plus rapide et plus propre<\/h3>\n<p data-start=\"2146\" data-end=\"2968\">Les plateformes modernes utilisent l'IA pour r\u00e9duire les collectes manuelles et les reprises. <a href=\"https:\/\/esgnews.com\/tata-motors-tcs-launch-ai-driven-sustainability-platform-to-advance-net-zero-and-esg-reporting\/\" target=\"_blank\" rel=\"noopener\">Tata Motors<\/a> et Tata Consultancy Services ont annonc\u00e9 la mise en place d'une plateforme de d\u00e9veloppement durable pilot\u00e9e par l'IA visant \u00e0 automatiser la saisie des donn\u00e9es ESG dans les usines et chez les partenaires de la cha\u00eene de valeur, dans le but de r\u00e9duire les goulets d'\u00e9tranglement li\u00e9s aux rapports manuels et d'am\u00e9liorer la tra\u00e7abilit\u00e9. <a href=\"https:\/\/www.tcs.com\/who-we-are\/newsroom\/press-release\/tcs-partners-with-tata-motors-to-power-future-ready-sustainability-reporting-and-reduce-environmental-impact\" target=\"_blank\" rel=\"noopener\">TCS<\/a> d\u00e9crit \u00e9galement les capacit\u00e9s de sa plateforme en mati\u00e8re de connaissance de la cha\u00eene de valeur et de couverture du r\u00e9seau de fournisseurs, ce qui est important car les donn\u00e9es du champ d'application 3 sont souvent les premi\u00e8res \u00e0 \u00e9chouer.<\/p>\n<p data-start=\"2970\" data-end=\"3150\">Ce que cela signifie pour les praticiens : L'IA ne \"cr\u00e9e\" pas de performance en mati\u00e8re de durabilit\u00e9. Elle r\u00e9duit les frictions afin que votre \u00e9quipe passe moins de temps \u00e0 rechercher des donn\u00e9es et plus de temps \u00e0 am\u00e9liorer les r\u00e9sultats.<\/p>\n<h3 data-start=\"3152\" data-end=\"3212\">2) Meilleure correspondance avec les normes et les demandes de divulgation<\/h3>\n<p data-start=\"3213\" data-end=\"3811\">La prochaine vague de rapports ESG est plus num\u00e9rique. Les taxonomies rendent les informations lisibles \u00e0 la machine et plus faciles \u00e0 comparer. Les <a href=\"https:\/\/www.ifrs.org\/projects\/completed-projects\/2024\/ifrs-sustainability-disclosure-taxonomy\/\" target=\"_blank\" rel=\"noopener\">IFRS<\/a> La Sustainability Disclosure Taxonomy permet le marquage num\u00e9rique des informations align\u00e9es sur l'ISSB. <a href=\"https:\/\/www.globalreporting.org\/news\/news-center\/a-digital-leap-forward-for-sustainability-reporting\/\" target=\"_blank\" rel=\"noopener\">GRI<\/a> a \u00e9galement mis l'accent sur l'\u00e9volution vers des rapports num\u00e9riques sur le d\u00e9veloppement durable et l'alignement sur l'ISSB et l'ESRS.<\/p>\n<p data-start=\"3813\" data-end=\"4025\">L'IA y contribue en classant les preuves, en faisant correspondre les champs de donn\u00e9es aux exigences de divulgation et en acc\u00e9l\u00e9rant la r\u00e9daction des textes. Toutefois, un examen humain est toujours n\u00e9cessaire, en particulier pour tout ce qui est susceptible d'\u00eatre soumis \u00e0 l'assurance.<\/p>\n<h3 data-start=\"4027\" data-end=\"4087\">3) Gestion proactive de la durabilit\u00e9 gr\u00e2ce \u00e0 l'IA agentique<\/h3>\n<p data-start=\"4088\" data-end=\"4991\">De nombreux outils parlent d\u00e9sormais d'\"IA agentique\", c'est-\u00e0-dire d'une IA capable d'ex\u00e9cuter des t\u00e2ches et pas seulement de r\u00e9pondre \u00e0 des questions. <a href=\"https:\/\/esgnews.com\/speeki-to-integrate-agentic-ai-into-esg-platform-for-proactive-sustainability-management\/\" target=\"_blank\" rel=\"noopener\">Speeki<\/a> a annonc\u00e9 son intention d'int\u00e9grer l'IA agentique dans sa plateforme ESG afin que son assistant num\u00e9rique puisse prendre des mesures plus orient\u00e9es vers les t\u00e2ches et align\u00e9es sur les normes de reporting.<\/p>\n<p data-start=\"4088\" data-end=\"4991\"><br data-start=\"4505\" data-end=\"4508\" \/><a href=\"https:\/\/www.se.com\/ww\/en\/about-us\/newsroom\/news\/press-releases\/schneider-electric-announces-multi-year-initiative-building-an-ai-native-ecosystem-for-sustainability-and-energy-management-6825414ce3742327470ccc23\" target=\"_blank\" rel=\"noopener\">Schneider Electric<\/a> a \u00e9galement annonc\u00e9 une initiative pluriannuelle visant \u00e0 cr\u00e9er un \u00e9cosyst\u00e8me d'agents natifs de l'IA pour la gestion du d\u00e9veloppement durable et de l'\u00e9nergie, y compris des capacit\u00e9s telles que le suivi des \u00e9missions, la mod\u00e9lisation de sc\u00e9narios et l'\u00e9tablissement de rapports de conformit\u00e9.<\/p>\n<p data-start=\"4993\" data-end=\"5198\">Dans la pratique, l'IA agentique peut surveiller les lacunes dans les donn\u00e9es, signaler les anomalies, recommander des flux de travail et coordonner les actions entre les \u00e9quipes. Cependant, elle doit fonctionner avec des autorisations claires, des pistes d'audit et des r\u00e8gles d'escalade.<\/p>\n<h3 data-start=\"5200\" data-end=\"5256\">4) Am\u00e9lioration de la qualit\u00e9 des donn\u00e9es et de la confiance dans la divulgation<\/h3>\n<p data-start=\"5257\" data-end=\"5997\">Les dirigeants associent de plus en plus l'IA \u00e0 la fiabilit\u00e9 des rapports. En <a href=\"https:\/\/esgnews.com\/kpmg-2025-ceo-outlook-energy-leaders-turn-to-ai-to-drive-growth-and-sustainability\/\" target=\"_blank\" rel=\"noopener\">KPMG<\/a>Dans le cadre de la couverture des perspectives des PDG sur l'\u00e9nergie en 2025, une grande partie des dirigeants ont d\u00e9clar\u00e9 que l'IA pouvait am\u00e9liorer la qualit\u00e9 des donn\u00e9es sur le d\u00e9veloppement durable et la fiabilit\u00e9 de la divulgation.<\/p>\n<p data-start=\"5257\" data-end=\"5997\"><br data-start=\"5603\" data-end=\"5606\" \/>Cette confiance est importante car les rapports sur le d\u00e9veloppement durable commencent \u00e0 ressembler davantage aux rapports financiers : ils sont fond\u00e9s sur des preuves, contr\u00f4l\u00e9s et reproductibles. <a href=\"https:\/\/esgnews.com\/pwc-survey-finds-rising-pressure-and-value-in-corporate-sustainability-reporting\/\" target=\"_blank\" rel=\"noopener\">PwC<\/a> fait une remarque similaire, d\u00e9crivant la divulgation d'informations sur le d\u00e9veloppement durable comme une \u00e9volution vers le \"business as usual\".<\/p>\n<h2 data-start=\"5999\" data-end=\"6041\">Le c\u00f4t\u00e9 risqu\u00e9 : L'IA peut \u00e9galement nuire \u00e0 la confiance<\/h2>\n<p data-start=\"6043\" data-end=\"6102\">L'IA peut \u00e9galement acc\u00e9l\u00e9rer les erreurs. Les risques les plus courants sont les suivants :<\/p>\n<ul data-start=\"6104\" data-end=\"6483\">\n<li data-start=\"6104\" data-end=\"6182\">\n<p data-start=\"6106\" data-end=\"6182\">Hallucinations dans un contenu narratif qui semble confiant mais qui manque de preuves<\/p>\n<\/li>\n<li data-start=\"6183\" data-end=\"6253\">\n<p data-start=\"6185\" data-end=\"6253\">Faible lignage des donn\u00e9es, lorsque personne ne peut expliquer l'origine d'un chiffre.<\/p>\n<\/li>\n<li data-start=\"6254\" data-end=\"6341\">\n<p data-start=\"6256\" data-end=\"6341\">Probl\u00e8mes de confidentialit\u00e9 et de s\u00e9curit\u00e9 lorsque les \u00e9quipes int\u00e8grent des donn\u00e9es sensibles sur les fournisseurs ou les ressources humaines dans les outils.<\/p>\n<\/li>\n<li data-start=\"6342\" data-end=\"6414\">\n<p data-start=\"6344\" data-end=\"6414\">L'automatisation \u00e0 outrance, o\u00f9 les contr\u00f4les s'affaiblissent parce que \"le syst\u00e8me s'en charge\"<\/p>\n<\/li>\n<li data-start=\"6415\" data-end=\"6483\">\n<p data-start=\"6417\" data-end=\"6483\">Compromis en mati\u00e8re d'empreinte, car les charges de travail de l'IA peuvent augmenter la demande d'\u00e9nergie<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"6485\" data-end=\"6653\">Une r\u00e8gle pratique fonctionne bien : utiliser l'IA pour acc\u00e9l\u00e9rer la collecte, la classification et l'analyse, mais garder les humains responsables de l'approbation, des contr\u00f4les et de la pr\u00e9paration \u00e0 l'assurance.<\/p>\n<p data-start=\"6655\" data-end=\"7137\">La documentation de Microsoft pour <a href=\"https:\/\/learn.microsoft.com\/en-us\/industry\/sustainability\/sustainability-manager-copilot-overview\" target=\"_blank\" rel=\"noopener\">Copilote<\/a> Le logiciel Sustainability Manager est utile \u00e0 cet \u00e9gard, car il pr\u00e9sente l'IA comme un moyen d'interroger les donn\u00e9es, de cr\u00e9er des rapports et de soutenir les flux de travail, tout en publiant des informations responsables sur les activit\u00e9s de l'entreprise. <a href=\"https:\/\/learn.microsoft.com\/en-us\/industry\/sustainability\/sustainability-manager-copilot-responsible-ai\" target=\"_blank\" rel=\"noopener\">Consid\u00e9rations et limites de l'IA<\/a>.<\/p>\n<h2 data-start=\"7139\" data-end=\"7192\">Un cahier des charges simple pour des donn\u00e9es de durabilit\u00e9 pr\u00eates pour l'IA<\/h2>\n<p data-start=\"7194\" data-end=\"7268\">Si vous souhaitez que l'IA am\u00e9liore vos rapports ESG, commencez par ces cinq mesures :<\/p>\n<ol data-start=\"7270\" data-end=\"7685\">\n<li data-start=\"7270\" data-end=\"7352\">\n<p data-start=\"7273\" data-end=\"7352\">Construire une source unique de v\u00e9rit\u00e9 pour les principaux indicateurs ESG, avec une appropriation par indicateur.<\/p>\n<\/li>\n<li data-start=\"7353\" data-end=\"7433\">\n<p data-start=\"7356\" data-end=\"7433\">Normaliser les unit\u00e9s, les limites et les m\u00e9thodes de calcul (en particulier pour le champ d'application 3)<\/p>\n<\/li>\n<li data-start=\"7434\" data-end=\"7507\">\n<p data-start=\"7437\" data-end=\"7507\">Ajouter des contr\u00f4les, des pistes d'audit et des \u00e9tapes d'examen, comme les processus financiers<\/p>\n<\/li>\n<li data-start=\"7508\" data-end=\"7605\">\n<p data-start=\"7511\" data-end=\"7605\">Utiliser l'IA pour la classification, la d\u00e9tection d'anomalies et la premi\u00e8re version des r\u00e9cits, et non pour l'approbation finale.<\/p>\n<\/li>\n<li data-start=\"7606\" data-end=\"7685\">\n<p data-start=\"7609\" data-end=\"7685\">Aligner les r\u00e9sultats sur les taxonomies num\u00e9riques et les normes d'\u00e9tablissement de rapports afin de r\u00e9duire le travail \u00e0 refaire<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"7687\" data-end=\"7871\">C'est \u00e9galement \u00e0 ce niveau que la formation est importante. Les outils \u00e9voluent rapidement, mais les praticiens qui comprennent les normes, les m\u00e9canismes du champ d'application 3, la mat\u00e9rialit\u00e9, la gouvernance et l'assurance peuvent s'adapter \u00e0 n'importe quelle plateforme.<\/p>\n<h2 data-start=\"7873\" data-end=\"7937\">Rejoignez la formation aux \u00c9tats-Unis : transformez l'IA en rapports ESG pr\u00eats \u00e0 \u00eatre audit\u00e9s<\/h2>\n<p data-start=\"7939\" data-end=\"8415\">Si vous souhaitez prendre la t\u00eate de ce changement, le <strong data-start=\"36\" data-end=\"151\">Cours de durabilit\u00e9 ESG aux \u00c9tats-Unis, Programme de praticien certifi\u00e9 en durabilit\u00e9 (ESG), \u00e9dition avanc\u00e9e (Cohorte 1)<\/strong> est con\u00e7u pour les professionnels qui ont besoin de comp\u00e9tences pratiques. Le programme comprend <strong data-start=\"237\" data-end=\"266\">10 heures de sessions en direct<\/strong> \u00e0 travers <strong data-start=\"274\" data-end=\"308\">12-13 mars et 16 mars 2026<\/strong>Les cours sont dispens\u00e9s par deux tuteurs exp\u00e9riment\u00e9s qui disposent d'une expertise locale et internationale. Vous b\u00e9n\u00e9ficierez \u00e9galement <strong data-start=\"402\" data-end=\"423\">8 semaines d'acc\u00e8s<\/strong> \u00e0 la plateforme de formation en ligne, plus <strong data-start=\"462\" data-end=\"513\">18 heures de lectures compl\u00e9mentaires et de travaux pratiques<\/strong>. Au fur et \u00e0 mesure que vous progresserez dans les modules, vous renforcerez vos capacit\u00e9s en mati\u00e8re de strat\u00e9gie de d\u00e9veloppement durable, d'\u00e9valuation ESG et de rapports sur le d\u00e9veloppement durable (GRI, SASB, TCFD, ISSB, ESRS), tout en d\u00e9veloppant un savoir-faire pratique sur la durabilit\u00e9 de la cha\u00eene d'approvisionnement, le champ d'application 3, les objectifs fond\u00e9s sur la science, le net z\u00e9ro, l'\u00e9conomie circulaire et la communication responsable pour \u00e9viter l'\u00e9coblanchiment.<\/p>\n<p data-start=\"8417\" data-end=\"8503\">S'inscrire ici : <a class=\"decorated-link\" href=\"https:\/\/cse-net.org\/fr\/trainings\/usa-sustainability-esg-course-26-cohort1\/\" target=\"_new\" rel=\"noopener\" data-start=\"8432\" data-end=\"8503\">https:\/\/cse-net.org\/trainings\/usa-sustainability-esg-course-26-cohort1\/<\/a><\/p>\n<p data-start=\"8698\" data-end=\"8954\">","protected":false},"excerpt":{"rendered":"<p>Corporate sustainability teams have a data problem, not a storytelling problem. They juggle emissions, energy, supplier activity, HR indicators, risk registers, and narrative disclosures. Then they must tie everything to frameworks, controls, and deadlines. Meanwhile, expectations keep rising. A PwC global survey found pressure for sustainability reporting continues to increase, and the use of AI [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":14383,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1928,28,33,34,35,1290,1414,1477,1574,1904],"tags":[2470,203,221,310,580,1133,1160,1167,1214,2468],"class_list":["post-14381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-carbon-border-tax","category-news","category-corporate-sustainability","category-sustainability","category-sustainability-training","category-carbon-reduction-and-product-plc","category-esg-reporting","category-net-zero","category-north-america","category-usa","tag-2026-sustainability-trends","tag-circular-economy","tag-sustainability-training","tag-esg-data","tag-esg-reporting","tag-science-based-targets","tag-net-zero","tag-scope-3-emissions","tag-supply-chain-sustainability","tag-u-s-sustainability"],"acf":[],"yoast_head":"<!-- This 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