{"id":27390,"date":"2026-01-19T11:11:34","date_gmt":"2026-01-19T10:11:34","guid":{"rendered":"https:\/\/www.weforge.fr\/?p=27390"},"modified":"2026-01-19T11:11:34","modified_gmt":"2026-01-19T10:11:34","slug":"ia-entreprise-la-roche-sur-yon","status":"publish","type":"post","link":"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/","title":{"rendered":"Comment d\u00e9ployer l\u2019IA efficacement en entreprise sans tomber dans le pi\u00e8ge des effets d\u2019annonce ?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Lors d\u2019un WeTalk organis\u00e9 \u00e0 <strong><a href=\"https:\/\/www.matikom.fr\/weforge\/office-la-roche-sur-yon\/\" target=\"_blank\" rel=\"noreferrer noopener\">WeForge Haras La Roche-sur-Yon<\/a><\/strong>, Emmanuel G\u00e9rard a partag\u00e9 une vision lucide et pragmatique de l\u2019intelligence artificielle en entreprise. Objectif : comprendre pourquoi tant de projets IA \u00e9chouent\u2026 et comment construire un d\u00e9ploiement r\u00e9ellement utile, humain et performant.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Sommaire<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#Un_WeTalk_consacre_aux_vrais_enjeux_de_lIA_en_entreprise\" >Un WeTalk consacr\u00e9 aux vrais enjeux de l\u2019IA en entreprise<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#Pourquoi_la_majorite_des_projets_IA_echouent_encore_aujourdhui\" >Pourquoi la majorit\u00e9 des projets IA \u00e9chouent encore aujourd\u2019hui<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#Deployer_lIA_ne_consiste_pas_a_aller_plus_vite_mais_a_faire_mieux\" >D\u00e9ployer l\u2019IA ne consiste pas \u00e0 aller plus vite, mais \u00e0 faire mieux<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#Le_role_cle_devenir_un_%C2%AB_champion_IA_%C2%BB_dans_lentreprise\" >Le r\u00f4le cl\u00e9 : devenir un \u00ab champion IA \u00bb dans l\u2019entreprise<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#LIA_impose_de_repenser_lorganisation_du_travail\" >L\u2019IA impose de repenser l\u2019organisation du travail<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#Mettre_lIA_au_bon_endroit_au_bon_moment_pour_les_bonnes_raisons\" >Mettre l\u2019IA au bon endroit, au bon moment, pour les bonnes raisons<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/ia-entreprise-la-roche-sur-yon\/#En_conclusion_lIA_est_un_levier_humain_avant_detre_technologique\" >En conclusion : l\u2019IA est un levier humain avant d\u2019\u00eatre technologique<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Un_WeTalk_consacre_aux_vrais_enjeux_de_lIA_en_entreprise\"><\/span>Un WeTalk consacr\u00e9 aux vrais enjeux de l\u2019IA en entreprise<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Le jeudi 15 janvier \u00e0 11h30, la communaut\u00e9 WeForge s\u2019est r\u00e9unie \u00e0 <strong>WeForge Haras La Roche-sur-Yon<\/strong> pour un temps d\u2019\u00e9change anim\u00e9 par <strong>Emmanuel G\u00e9rard<\/strong>, partenaire de WeForge, autour d\u2019un sujet strat\u00e9gique :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><em>Comment devenir le champion utile de l\u2019IA dans son entreprise ?<\/em><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Derri\u00e8re la promesse technologique, une r\u00e9alit\u00e9 s\u2019impose :<br>l\u2019IA est facile \u00e0 tester, mais difficile \u00e0 d\u00e9ployer intelligemment.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Pourquoi_la_majorite_des_projets_IA_echouent_encore_aujourdhui\"><\/span>Pourquoi la majorit\u00e9 des projets IA \u00e9chouent encore aujourd\u2019hui<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Emmanuel G\u00e9rard s\u2019appuie sur plusieurs constats issus d\u2019\u00e9tudes r\u00e9centes :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Selon BPI France, <strong>seulement un tiers des PME utilisent r\u00e9ellement l\u2019IA<\/strong><\/li>\n\n\n\n<li>Une \u00e9tude du MIT (2025) r\u00e9v\u00e8le que <strong>95 % des projets IA ne d\u00e9passent jamais le stade du pilote<\/strong><\/li>\n\n\n\n<li>Certaines entreprises ayant remplac\u00e9 des \u00e9quipes par de l\u2019IA ont\u2026 <strong>discr\u00e8tement r\u00e9embauch\u00e9 quelques mois plus tard<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">La raison ? Une confusion entre <strong>effet d\u2019annonce<\/strong> et <strong>cr\u00e9ation de valeur durable<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" data-id=\"27394\" src=\"https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2026\/01\/WhatsApp-Image-2026-01-15-at-11.38.40-768x1024.jpeg\" alt=\"Les participants assidus pendant le wetalk\" class=\"wp-image-27394\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" data-id=\"27393\" src=\"https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2026\/01\/WhatsApp-Image-2026-01-15-at-11.38.40-1-768x1024.jpeg\" alt=\"Emmanuel Gerard pendant le wetalk\" class=\"wp-image-27393\"\/><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deployer_lIA_ne_consiste_pas_a_aller_plus_vite_mais_a_faire_mieux\"><\/span>D\u00e9ployer l\u2019IA ne consiste pas \u00e0 aller plus vite, mais \u00e0 faire mieux<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Un message fort a travers\u00e9 tout l\u2019atelier :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">L\u2019IA n\u2019est pas faite pour produire plus vite, mais pour <strong>produire mieux<\/strong>.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019enjeu n\u2019est pas d\u2019automatiser m\u00e9caniquement, mais de :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cr\u00e9er des situations o\u00f9 un outil imparfait<br>\u2192 <strong>augmente la qualit\u00e9 de r\u00e9flexion humaine<\/strong><\/li>\n\n\n\n<li>Renforcer la cr\u00e9ativit\u00e9<\/li>\n\n\n\n<li>Stimuler l\u2019intelligence collective<\/li>\n\n\n\n<li>D\u00e9velopper le discernement plut\u00f4t que la d\u00e9pendance<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Le_role_cle_devenir_un_%C2%AB_champion_IA_%C2%BB_dans_lentreprise\"><\/span>Le r\u00f4le cl\u00e9 : devenir un \u00ab champion IA \u00bb dans l\u2019entreprise<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour r\u00e9ussir, chaque organisation a besoin d\u2019un profil relais : le <strong>champion IA<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Son r\u00f4le :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Se tenir inform\u00e9 des \u00e9volutions rapides des outils<\/li>\n\n\n\n<li>Comprendre les arbitrages techniques et \u00e9thiques<\/li>\n\n\n\n<li>D\u00e9velopper une app\u00e9tence sinc\u00e8re pour ces usages<\/li>\n\n\n\n<li>Accompagner les \u00e9quipes dans l\u2019\u00e9volution des m\u00e9thodes de travail<\/li>\n\n\n\n<li>Traduire l\u2019outil en pratiques concr\u00e8tes adapt\u00e9es au m\u00e9tier<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ce n\u2019est pas un expert technique pur, mais un <strong>facilitateur strat\u00e9gique et humain<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LIA_impose_de_repenser_lorganisation_du_travail\"><\/span>L\u2019IA impose de repenser l\u2019organisation du travail<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019intervention a \u00e9galement mis en lumi\u00e8re un point souvent sous-estim\u00e9 :<br><strong>l\u2019IA transforme les organisations avant de transformer les outils.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un d\u00e9ploiement pertinent repose notamment sur :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Des formes d\u2019entreprises plus participatives<\/li>\n\n\n\n<li>Un vrai dialogue interg\u00e9n\u00e9rationnel<\/li>\n\n\n\n<li>Une mont\u00e9e en comp\u00e9tences structur\u00e9e<\/li>\n\n\n\n<li>Une standardisation intelligente des pratiques<\/li>\n\n\n\n<li>Une remise en question des t\u00e2ches inutiles ou \u00e0 faible valeur<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Autrement dit :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">L\u2019IA devient utile lorsqu\u2019elle r\u00e9v\u00e8le ce qui doit \u00e9voluer dans l\u2019organisation.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mettre_lIA_au_bon_endroit_au_bon_moment_pour_les_bonnes_raisons\"><\/span>Mettre l\u2019IA au bon endroit, au bon moment, pour les bonnes raisons<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Plut\u00f4t que de sur\u00e9quiper tous les services, Emmanuel G\u00e9rard invite \u00e0 une approche plus lucide :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Identifier les fonctions r\u00e9ellement utiles<\/li>\n\n\n\n<li>Supprimer les t\u00e2ches artificielles<\/li>\n\n\n\n<li>\u00c9viter de \u201cplaquer\u201d l\u2019IA sur des processus d\u00e9j\u00e0 dysfonctionnels<\/li>\n\n\n\n<li>Accepter une d\u00e9marche incr\u00e9mentielle plut\u00f4t qu\u2019un big bang<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Cette posture permet d\u2019atteindre un objectif r\u00e9aliste :<br>\ud83d\udc49 <strong>jusqu\u2019\u00e0 +15 % de gain de productivit\u00e9 durable<\/strong>, sans d\u00e9stabiliser l\u2019entreprise.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"En_conclusion_lIA_est_un_levier_humain_avant_detre_technologique\"><\/span>En conclusion : l\u2019IA est un levier humain avant d\u2019\u00eatre technologique<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ce WeTalk a permis de sortir des discours simplistes pour poser une conviction forte :<br>l\u2019intelligence artificielle est un <strong>outil de transformation culturelle<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bien utilis\u00e9e, elle peut :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Renforcer la qualit\u00e9 du travail<\/li>\n\n\n\n<li>D\u00e9velopper l\u2019autonomie des \u00e9quipes<\/li>\n\n\n\n<li>Am\u00e9liorer la clart\u00e9 des d\u00e9cisions<\/li>\n\n\n\n<li>Redonner du sens aux organisations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 condition de l\u2019aborder avec m\u00e9thode, lucidit\u00e9\u2026 et humilit\u00e9.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Emmanuel G\u00e9rard a partag\u00e9 une vision lucide et pragmatique de l\u2019intelligence artificielle en entreprise, \u00e0 WeForge Haras La Roche-sur-Yon&#8230;<\/p>\n","protected":false},"author":3,"featured_media":27391,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[762,512],"tags":[582],"class_list":["post-27390","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-au-coeur-de-la-forge","category-actualites","tag-forgeron"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA-entreprise-la-roche-sur-yon<\/title>\n<meta name=\"description\" content=\"Emmanuel G\u00e9rard a partag\u00e9 une vision lucide et pragmatique de l\u2019intelligence artificielle en entreprise, \u00e0 WeForge Haras La Roche-sur-Yon...\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta 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