{"id":667,"date":"2026-09-11T05:01:25","date_gmt":"2026-09-11T05:01:25","guid":{"rendered":"https:\/\/www.supralogic.ch\/companies-are-discovering-the-cost-of-letting-ai-agents-work-longer\/"},"modified":"2026-09-11T05:01:25","modified_gmt":"2026-09-11T05:01:25","slug":"les-entreprises-prennent-conscience-du-cout-lie-au-fait-de-laisser-les-agents-ia-travailler-plus-longtemps","status":"publish","type":"post","link":"https:\/\/www.supralogic.ch\/fr\/companies-are-discovering-the-cost-of-letting-ai-agents-work-longer\/","title":{"rendered":"Les entreprises prennent conscience du co\u00fbt li\u00e9 au fait de laisser les agents IA travailler plus longtemps"},"content":{"rendered":"<figure class=\"wp-block-image size-large\">\n<img decoding=\"async\" width=\"1080\" height=\"608\" src=\"https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b.jpg\" alt=\"\" class=\"wp-image-666\" srcset=\"https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b.jpg 1080w, https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b-300x169.jpg 300w, https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b-1024x576.jpg 1024w, https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b-768x432.jpg 768w, https:\/\/www.supralogic.ch\/wp-content\/uploads\/2026\/09\/supralogic_image_20260910_dc390b-18x10.jpg 18w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\n<figcaption><em>Photo de Zach M (@zachmmalin) sur Unsplash<\/em><\/figcaption>\n<\/figure>\n\n\n<style>body.single-post .cm-featured-image { display: none !important; }<\/style>\n\n\n\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Les entreprises prennent conscience du co\u00fbt li\u00e9 au fait de laisser les agents IA travailler plus longtemps<\/title>\n\n\n    <article><p class=\"isSelectedEnd\"><span>Les chercheurs d'OpenAI, gr\u00e2ce \u00e0 l'utilisation d'agents de codage, ont fait passer la consommation quotidienne de jetons \u00e0 un niveau qui s'apparente moins \u00e0 un abonnement logiciel qu'\u00e0 une infrastructure informatique.<\/span><\/p><p class=\"isSelectedEnd\"><span>Business Insider a rapport\u00e9 que certains grands utilisateurs internes d\u00e9pensaient plus de $7 000 par jour en jetons, tandis que la consommation quotidienne m\u00e9diane chez les chercheurs a fortement augment\u00e9 au cours de l'\u00e9t\u00e9.<\/span><\/p><p class=\"isSelectedEnd\"><span>Ces chiffres proviennent d'un laboratoire d'intelligence artificielle plut\u00f4t que d'un service informatique d'entreprise classique, mais ils mettent en \u00e9vidence un mod\u00e8le de co\u00fbts auquel les entreprises seront confront\u00e9es \u00e0 mesure que les agents passeront de la simple r\u00e9ponse \u00e0 des questions \u00e0 l'ex\u00e9cution de t\u00e2ches n\u00e9cessitant plusieurs heures de travail.<\/span><\/p><p class=\"isSelectedEnd\"><span>Un chatbot suit un sch\u00e9ma d'interaction bien d\u00e9fini. Un employ\u00e9 envoie une requ\u00eate. Le mod\u00e8le r\u00e9pond. L'interaction prend fin. Un agent lit des fichiers, planifie une t\u00e2che, utilise des outils, r\u00e9vise son plan, \u00e9crit du code, effectue des tests, interpr\u00e8te les erreurs et entame une nouvelle it\u00e9ration. Chaque \u00e9tape n\u00e9cessite une inf\u00e9rence du mod\u00e8le. Les agents travaillant en parall\u00e8le multiplient encore la charge de travail.<\/span><\/p><p class=\"isSelectedEnd\"><span>Les entreprises doivent donc mesurer <a href=\"https:\/\/www.supralogic.ch\/fr\/categorie\/ia-dentreprise\/outils-dia-pour-les-entreprises\/\">Productivit\u00e9 gr\u00e2ce \u00e0 l'IA<\/a> en quantit\u00e9s sup\u00e9rieures au prix d'une seule instruction. Un agent de programmation qui co\u00fbte 40 \u20ac pour r\u00e9aliser une t\u00e2che autrefois effectu\u00e9e par un ing\u00e9nieur en trois heures semble peu co\u00fbteux. En revanche, un agent qui d\u00e9pense 40 \u20ac pour une t\u00e2che qu'un ing\u00e9nieur passe deux heures \u00e0 relire avant de la r\u00e9\u00e9crire produit un r\u00e9sultat \u00e9conomique diff\u00e9rent.<\/span><\/p><p class=\"isSelectedEnd\"><span>Wipro apporte des \u00e9l\u00e9ments de r\u00e9ponse contraires. L'entreprise affirme que l'IA a lib\u00e9r\u00e9 des capacit\u00e9s \u00e9quivalentes \u00e0 la production d'environ 20 000 travailleurs et qu'elle a r\u00e9affect\u00e9 ces capacit\u00e9s \u00e0 d'autres t\u00e2ches. Le groupe indien de services informatiques a form\u00e9 plus de 100 000 employ\u00e9s aux comp\u00e9tences avanc\u00e9es en mati\u00e8re d'IA, dans le cadre de la r\u00e9organisation du travail ax\u00e9e sur la collaboration entre l'humain et l'IA.<\/span><\/p><p class=\"isSelectedEnd\"><span>Les entreprises doivent d\u00e9sormais relier ces deux registres : la puissance de calcul consomm\u00e9e et le travail effectu\u00e9.<\/span><\/p><p class=\"isSelectedEnd\"><span>De nombreux programmes d'IA de la premi\u00e8re g\u00e9n\u00e9ration mesuraient le nombre de licences ou le taux d'adoption. Les \u00e9quipes financi\u00e8res savaient combien d'employ\u00e9s avaient acc\u00e8s \u00e0 Copilot ou \u00e0 un autre assistant. Ces indicateurs \u00e9taient pertinents tant que le logiciel fonctionnait comme un outil de productivit\u00e9 bas\u00e9 sur le nombre de postes.<\/span><\/p><p class=\"isSelectedEnd\"><span>Les syst\u00e8mes \u00e0 agents consomment des ressources en fonction de la charge de travail.<\/span><\/p><p class=\"isSelectedEnd\"><span>Un employ\u00e9 peut ex\u00e9cuter un petit agent deux fois par semaine. Une autre \u00e9quipe d'ing\u00e9nieurs peut, quant \u00e0 elle, envoyer chaque jour des millions de jetons \u00e0 travers plusieurs mod\u00e8les. Le service des achats ne peut pas appr\u00e9hender cette deuxi\u00e8me charge de travail en se basant uniquement sur le nombre de postes.<\/span><\/p><p class=\"isSelectedEnd\"><span>La planification des itin\u00e9raires s'inscrit dans le cadre de la ma\u00eetrise des co\u00fbts.<\/span><\/p><p class=\"isSelectedEnd\"><span>Une entreprise n'a pas besoin de recourir \u00e0 son mod\u00e8le le plus co\u00fbteux pour classer chaque document ou effectuer chaque \u00e9tape interm\u00e9diaire. Les mod\u00e8les plus modestes se chargent des t\u00e2ches courantes, tandis que les mod\u00e8les plus puissants prennent en charge les t\u00e2ches qui n\u00e9cessitent un raisonnement plus approfondi. Les mod\u00e8les locaux traitent certaines charges de travail pr\u00e9visibles sans que les appels \u00e0 l'API ne soient factur\u00e9s \u00e0 l'utilisation, m\u00eame si l'entreprise continue de payer pour l'infrastructure sous-jacente.<\/span><\/p><p class=\"isSelectedEnd\"><span>Les \u00e9quipes d'ing\u00e9nieurs optimisent d\u00e9j\u00e0 les bases de donn\u00e9es, les instances cloud et le stockage, car leur utilisation engendre des co\u00fbts. L'inf\u00e9rence par IA rel\u00e8ve de la m\u00eame discipline.<\/span><\/p><p class=\"isSelectedEnd\"><span>Les budgets doivent \u00e9galement \u00eatre assortis de limites adapt\u00e9es \u00e0 la t\u00e2che \u00e0 accomplir. Un plafond strict en jetons emp\u00eache les d\u00e9penses incontr\u00f4l\u00e9es, mais risque de mettre un terme \u00e0 un travail utile avant qu\u2019il ne soit achev\u00e9. Un agent qui a \u00e9chou\u00e9 vingt fois au m\u00eame test m\u00e9rite une intervention diff\u00e9rente de celle destin\u00e9e \u00e0 un agent traitant une archive l\u00e9gitime contenant des milliers de fichiers.<\/span><\/p><p class=\"isSelectedEnd\"><span>L'observabilit\u00e9 rev\u00eat donc une dimension \u00e0 la fois financi\u00e8re et technique. Les \u00e9quipes doivent pouvoir identifier quel agent a consomm\u00e9 les ressources, quel workflow a d\u00e9clench\u00e9 l'ex\u00e9cution, combien de tentatives ont eu lieu et si une personne a valid\u00e9 le r\u00e9sultat.<\/span><\/p><p class=\"isSelectedEnd\"><span>Une entreprise qui ne parvient pas \u00e0 \u00e9tablir un lien entre les d\u00e9penses li\u00e9es \u00e0 l'inf\u00e9rence et le travail accompli ne peut pas calculer le retour sur investissement de l'IA agentique. La premi\u00e8re g\u00e9n\u00e9ration d'IA d'entreprise vendait un acc\u00e8s. La suivante envoie une facture de ressources informatiques.<\/span><\/p><br><\/article>","protected":false},"excerpt":{"rendered":"<p>Alors que les entreprises s'appuient de plus en plus sur des agents d'IA, les co\u00fbts cach\u00e9s li\u00e9s \u00e0 une utilisation prolong\u00e9e commencent \u00e0 se faire sentir. Cet article examine l'impact de ces co\u00fbts sur les entreprises, en s'appuyant sur les avis d'experts du secteur et sur une analyse fond\u00e9e sur des donn\u00e9es.<\/p>","protected":false},"author":2,"featured_media":666,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[3],"tags":[],"class_list":["post-667","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-in-operations"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Companies Are Discovering The Cost Of Letting AI Agents Work Longer<\/title>\n<meta name=\"description\" content=\"As businesses increasingly rely on AI agents, the hidden costs of extended usage are becoming apparent. 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