{"id":67170,"date":"2026-09-08T11:47:47","date_gmt":"2026-09-08T09:47:47","guid":{"rendered":"https:\/\/www.inovallee.com\/?p=67170"},"modified":"2026-09-08T11:47:49","modified_gmt":"2026-09-08T09:47:49","slug":"ia-generative-comment-la-deployer-en-entreprise","status":"publish","type":"post","link":"http:\/\/www.inovallee.com\/en\/ia-generative-comment-la-deployer-en-entreprise\/","title":{"rendered":"IA g\u00e9n\u00e9rative : comment passer des tests individuels \u00e0 un v\u00e9ritable d\u00e9ploiement dans l&rsquo;entreprise ? Les TIPS issus du webinaire Dynergie."},"content":{"rendered":"<p>Pendant deux ans, beaucoup d&rsquo;entreprises ont laiss\u00e9 leurs collaborateurs exp\u00e9rimenter l&rsquo;IA g\u00e9n\u00e9rative de mani\u00e8re autonome. Quelques prompts sur ChatGPT, quelques synth\u00e8ses de documents, quelques contenus r\u00e9dig\u00e9s plus vite. Mais apr\u00e8s l&rsquo;effet de d\u00e9couverte, une question revient chez la plupart des dirigeants : comment transformer ces usages dispers\u00e9s en v\u00e9ritable levier de performance ?<\/p>\n\n\n\n<p>C&rsquo;est pr\u00e9cis\u00e9ment le sujet abord\u00e9 lors de notre dernier Rendez-vous D\u00e9cideurs, anim\u00e9 par Johan Putters, directeur du p\u00f4le IA de Dynergie, avec le t\u00e9moignage de La\u00ebtitia Roche, Responsable Facility Management &amp; RSE de Synapcell. Objectif : partager des retours d&rsquo;exp\u00e9rience concrets pour passer de l&rsquo;exp\u00e9rimentation au d\u00e9ploiement \u00e0 l&rsquo;\u00e9chelle de l&rsquo;entreprise.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. Le principal d\u00e9fi n&rsquo;est plus technologique<\/strong><\/h2>\n\n\n\n<p>Le constat partag\u00e9 par les intervenants est sans appel : la plupart des entreprises ont d\u00e9j\u00e0 test\u00e9 l&rsquo;IA g\u00e9n\u00e9rative. Pourtant, peu d&rsquo;entre elles sont r\u00e9ellement pass\u00e9es \u00e0 l&rsquo;\u00e9chelle. Le frein n&rsquo;est plus la technologie, mais l&rsquo;organisation.<\/p>\n\n\n\n<p>Comme l&rsquo;arriv\u00e9e du web ou du cloud avant elle, l&rsquo;IA transforme progressivement l&rsquo;ensemble des m\u00e9tiers. L&rsquo;enjeu n&rsquo;est donc pas d&rsquo;adopter un outil suppl\u00e9mentaire, mais d&rsquo;identifier o\u00f9 l&rsquo;IA peut avoir un impact business r\u00e9el et mesurable.<\/p>\n\n\n\n<p><strong>TIP d\u00e9cideur : avant de d\u00e9ployer de nouvelles licences, identifiez trois \u00e0 cinq cas d&rsquo;usage \u00e0 fort impact pour votre entreprise. Les gains viendront davantage des usages que de l&rsquo;outil lui-m\u00eame.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. Commencer par les quick wins<\/strong><\/h2>\n\n\n\n<p>Les retours d&rsquo;exp\u00e9rience montrent que certains usages g\u00e9n\u00e8rent rapidement de la valeur dans presque toutes les entreprises :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>comptes-rendus de r\u00e9unions ;<\/li>\n\n\n\n<li>synth\u00e8se et comparaison de documents ;<\/li>\n\n\n\n<li>veille sectorielle et technologique ;<\/li>\n\n\n\n<li>r\u00e9daction d&rsquo;e-mails complexes ;<\/li>\n\n\n\n<li>pr\u00e9paration de pr\u00e9sentations ;<\/li>\n\n\n\n<li>analyse de donn\u00e9es et reporting.<\/li>\n<\/ul>\n\n\n\n<p>D&rsquo;autres usages sont plus sp\u00e9cifiques aux m\u00e9tiers : r\u00e9ponse aux appels d&rsquo;offres, cr\u00e9ation de contenus marketing, g\u00e9n\u00e9ration de proc\u00e9dures, aide au d\u00e9veloppement informatique ou encore veille R&amp;D. <a href=\"https:\/\/inovallee-my.sharepoint.com\/personal\/c_chanterelle_inovallee_com\/Documents\/Fichiers%20de%20conversation%20Microsoft%20Copilot\/CR_webinaire_IA_inovallee_19juin2026.pdf\">[<\/a><\/p>\n\n\n\n<p><strong>TIP d\u00e9cideur : privil\u00e9giez les cas d&rsquo;usage \u00e0 fort impact et faible effort. Quelques r\u00e9ussites visibles cr\u00e9ent davantage d&rsquo;adh\u00e9sion qu&rsquo;un grand projet de transformation lanc\u00e9 trop t\u00f4t.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. Choisir ses outils en fonction de ses donn\u00e9es<\/strong><\/h2>\n\n\n\n<p>ChatGPT, Claude, Copilot, Gemini&#8230; l&rsquo;offre continue de s&rsquo;\u00e9largir et les \u00e9carts de performance se r\u00e9duisent. Le choix d\u00e9pend d\u00e9sormais davantage des questions de confidentialit\u00e9, d&rsquo;int\u00e9gration et de gouvernance que de la qualit\u00e9 des r\u00e9ponses.<\/p>\n\n\n\n<p>Un point a particuli\u00e8rement retenu l&rsquo;attention des participants : l&rsquo;int\u00e9r\u00eat croissant des solutions int\u00e9gr\u00e9es \u00e0 l&rsquo;environnement de travail, capables d&rsquo;exploiter les documents, les \u00e9changes Teams ou les espaces SharePoint de l&rsquo;entreprise.<\/p>\n\n\n\n<p><strong>TIP d\u00e9cideur : ne cherchez pas forc\u00e9ment \u00e0 \u00e9quiper toute l&rsquo;entreprise avec les licences les plus avanc\u00e9es. Commencez par identifier les populations qui en tireront le plus de valeur.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. Le facteur cl\u00e9 de succ\u00e8s : accompagner les \u00e9quipes<\/strong><\/h2>\n\n\n\n<p>Le t\u00e9moignage de La\u00ebtitia Roche pour Synapcell illustre une approche particuli\u00e8rement int\u00e9ressante. Dans cette PME en forte croissance, la d\u00e9marche a d&rsquo;abord commenc\u00e9 par une phase d&rsquo;acculturation, des questionnaires et des \u00e9changes avec les \u00e9quipes afin d&rsquo;identifier leurs besoins et leurs interrogations.<\/p>\n\n\n\n<p>L&rsquo;entreprise a ensuite structur\u00e9 sa d\u00e9marche autour de plusieurs \u00e9tapes : choix des outils, identification des cas d&rsquo;usage m\u00e9tiers, ateliers collaboratifs et accompagnement des managers.<\/p>\n\n\n\n<p>L&rsquo;un des enseignements majeurs est qu&rsquo;un d\u00e9ploiement r\u00e9ussi repose autant sur la p\u00e9dagogie que sur la technologie.<\/p>\n\n\n\n<p><strong>TIP d\u00e9cideur : d\u00e9signez quelques ambassadeurs internes. Ils joueront un r\u00f4le cl\u00e9 pour diffuser les bonnes pratiques et rassurer les \u00e9quipes.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. Ne pas n\u00e9gliger la gouvernance et la s\u00e9curit\u00e9<\/strong><\/h2>\n\n\n\n<p>La g\u00e9n\u00e9ralisation de l&rsquo;IA fait \u00e9merger deux nouveaux risques dans les organisations : le partage involontaire de donn\u00e9es sensibles et le d\u00e9veloppement d&rsquo;un \u00ab shadow AI \u00bb, lorsque les collaborateurs utilisent des outils non valid\u00e9s par l&rsquo;entreprise.<\/p>\n\n\n\n<p>Les intervenants ont insist\u00e9 sur l&rsquo;importance de d\u00e9finir rapidement un cadre de r\u00e9f\u00e9rence : outils autoris\u00e9s, r\u00e8gles de confidentialit\u00e9, bonnes pratiques de r\u00e9daction des prompts et sensibilisation des utilisateurs.<\/p>\n\n\n\n<p>La bonne approche n&rsquo;est pas l&rsquo;interdiction, mais l&rsquo;accompagnement.<\/p>\n\n\n\n<p><strong>TIP d\u00e9cideur : mettez en place une charte IA simple et pragmatique d\u00e8s les premi\u00e8res phases de d\u00e9ploiement.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Ce qu&rsquo;il faut retenir<\/strong><\/h2>\n\n\n\n<p>Les entreprises qui tireront le plus de valeur de l&rsquo;IA ne seront pas n\u00e9cessairement celles qui d\u00e9ploieront le plus d&rsquo;outils, mais celles qui sauront structurer les usages, embarquer leurs \u00e9quipes et relier l&rsquo;IA \u00e0 leurs objectifs business.<\/p>\n\n\n\n<p>L&rsquo;IA g\u00e9n\u00e9rative n&rsquo;est plus un sujet d&rsquo;exp\u00e9rimentation. Elle devient progressivement un sujet d&rsquo;organisation, de management et de comp\u00e9titivit\u00e9.<\/p>\n\n\n\n<p><strong>Les 5 conseils \u00e0 retenir<\/strong><\/p>\n\n\n\n<p>\u2705 Commencer par quelques cas d&rsquo;usage \u00e0 fort impact.<br>\u2705 Prioriser les quick wins visibles par les \u00e9quipes.<br>\u2705 Choisir les outils selon les enjeux de confidentialit\u00e9 et d&rsquo;int\u00e9gration.<br>\u2705 Former et accompagner avant de g\u00e9n\u00e9raliser.<br>\u2705 Mettre en place une gouvernance claire pour \u00e9viter le shadow AI<\/p>","protected":false},"excerpt":{"rendered":"<p>Pendant deux ans, beaucoup d&rsquo;entreprises ont laiss\u00e9 leurs collaborateurs exp\u00e9rimenter l&rsquo;IA g\u00e9n\u00e9rative de mani\u00e8re autonome. Quelques prompts sur ChatGPT, quelques synth\u00e8ses de documents, quelques contenus r\u00e9dig\u00e9s plus vite. Mais apr\u00e8s l&rsquo;effet de d\u00e9couverte, une question revient chez la plupart des dirigeants : comment transformer ces usages dispers\u00e9s en v\u00e9ritable levier de performance ? C&rsquo;est pr\u00e9cis\u00e9ment [&hellip;]<\/p>\n","protected":false},"author":61,"featured_media":67171,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-67170","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA g\u00e9n\u00e9rative : comment passer des tests individuels \u00e0 un v\u00e9ritable d\u00e9ploiement dans l&#039;entreprise ? 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