{"id":8679,"date":"2025-07-11T13:47:02","date_gmt":"2025-07-11T11:47:02","guid":{"rendered":"https:\/\/larucheindustrielle.fr\/?p=8679"},"modified":"2025-07-22T16:20:24","modified_gmt":"2025-07-22T14:20:24","slug":"retour-experience-intelligence-artificielle-quand-industrie-innove-ensemble","status":"publish","type":"post","link":"https:\/\/larucheindustrielle.fr\/fr\/retour-experience-intelligence-artificielle-quand-industrie-innove-ensemble\/","title":{"rendered":"Projet IA au service de l\u2019industrie : explorer les opportunit\u00e9s de l\u2019IA g\u00e9n\u00e9rative \u00e0 travers des cas d\u2019usage concrets"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00a0\u00bb1&Prime; fullwidth=\u00a0\u00bbon\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.4&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb da_disable_devices=\u00a0\u00bboff|off|off\u00a0\u00bb collapsed=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb da_is_popup=\u00a0\u00bboff\u00a0\u00bb da_exit_intent=\u00a0\u00bboff\u00a0\u00bb da_has_close=\u00a0\u00bbon\u00a0\u00bb da_alt_close=\u00a0\u00bboff\u00a0\u00bb da_dark_close=\u00a0\u00bboff\u00a0\u00bb da_not_modal=\u00a0\u00bbon\u00a0\u00bb da_is_singular=\u00a0\u00bboff\u00a0\u00bb da_with_loader=\u00a0\u00bboff\u00a0\u00bb da_has_shadow=\u00a0\u00bbon\u00a0\u00bb][et_pb_fullwidth_post_title author=\u00a0\u00bboff\u00a0\u00bb date_format=\u00a0\u00bbj M Y\u00a0\u00bb comments=\u00a0\u00bboff\u00a0\u00bb admin_label=\u00a0\u00bbTitre du poste en pleine largeur\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.4&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_fullwidth_post_title][\/et_pb_section][et_pb_section fb_built=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb4.25.2&Prime; da_disable_devices=\u00a0\u00bboff|off|off\u00a0\u00bb collapsed=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb da_is_popup=\u00a0\u00bboff\u00a0\u00bb da_exit_intent=\u00a0\u00bboff\u00a0\u00bb da_has_close=\u00a0\u00bbon\u00a0\u00bb da_alt_close=\u00a0\u00bboff\u00a0\u00bb da_dark_close=\u00a0\u00bboff\u00a0\u00bb da_not_modal=\u00a0\u00bbon\u00a0\u00bb da_is_singular=\u00a0\u00bboff\u00a0\u00bb da_with_loader=\u00a0\u00bboff\u00a0\u00bb da_has_shadow=\u00a0\u00bbon\u00a0\u00bb][et_pb_row use_custom_gutter=\u00a0\u00bbon\u00a0\u00bb gutter_width=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb4.27.4&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_column type=\u00a0\u00bb4_4&Prime; _builder_version=\u00a0\u00bb4.16&Prime; custom_padding=\u00a0\u00bb|||\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb custom_padding__hover=\u00a0\u00bb|||\u00a0\u00bb][et_pb_text admin_label=\u00a0\u00bbTexte\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.4&Prime; background_size=\u00a0\u00bbinitial\u00a0\u00bb background_position=\u00a0\u00bbtop_left\u00a0\u00bb background_repeat=\u00a0\u00bbrepeat\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<\/p>\n<p style=\"font-weight: 400;\"><strong>Le 19 juin, plus de 110 participants se sont r\u00e9unis \u00e0\u00a0<em>La Ruche Industrielle<\/em> pour un Retour d\u2019Exp\u00e9rience (REX) du projet centr\u00e9 sur l\u2019intelligence artificielle. Un sujet de fond, transversal, qui concerne aujourd\u2019hui chaque acteur de l\u2019industrie, des op\u00e9rateurs aux directions strat\u00e9giques.<\/strong><\/p>\n<p>Ce projet collaboratif a rassembl\u00e9 <strong style=\"font-weight: 400;\">11 entreprises engag\u00e9es<\/strong> dans une dynamique d\u2019exp\u00e9rimentation et d\u2019innovation collective :<br \/><strong><span style=\"font-weight: 400;\">La CNR<\/span><span style=\"font-weight: 400;\">, Haulotte, JTEKT, Fives, Montabert, Bosch Rexroth, Vesuvius, Techn<\/span><\/strong><strong style=\"font-weight: 400;\">\u00e9<\/strong><strong style=\"font-weight: 400;\">, SEB, Aldes, Exakis Nelite, Renault Trucks\/ Volvo. <\/strong>Enfin <strong>Exakis Nelite et AWS<\/strong> sont venues compl\u00e9ter l&rsquo;expertise du groupe projet.<\/p>\n<p>Un projet men\u00e9 tambour battant par <strong data-start=\"699\" data-end=\"716\">Thierry Rovel<\/strong>, <strong data-start=\"718\" data-end=\"758\">chef de projet d\u00e9tach\u00e9 de chez Volvo<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-8681 size-full\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-182.jpg\" alt=\"\" width=\"1772\" height=\"1181\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-182.jpg 1772w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-182-1280x853.jpg 1280w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-182-980x653.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-182-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1772px, 100vw\" \/><\/p>\n<h4>\u00a0<\/h4>\n<h4 style=\"font-weight: 400;\"><strong>Une d\u00e9marche collective structur\u00e9e autour de l\u2019apprentissage et de la co-construction<\/strong><\/h4>\n<p style=\"font-weight: 400;\">Pendant\u00a0<strong>neuf mois<\/strong>, les entreprises ont particip\u00e9 \u00e0 des\u00a0<strong>ateliers bimensuels<\/strong>, alliant mont\u00e9e en comp\u00e9tences, partages d\u2019exp\u00e9riences, et d\u00e9veloppement de\u00a0<strong>trois prototypes d\u2019IA<\/strong> g\u00e9n\u00e9rative appliqu\u00e9s \u00e0 des cas d\u2019usage industriels concrets. Ce processus a permis d\u2019explorer en profondeur des th\u00e9matiques telles que la <strong>transmission des savoirs<\/strong>, l\u2019<strong>assistance op\u00e9rationnelle<\/strong>, ou la <strong>machine-outil interactive.<\/strong><\/p>\n<p style=\"font-weight: 400;\">L\u2019\u00e9quipe projet \u00e9tait volontairement constitu\u00e9e de projets vari\u00e9s de personnes avec peu de bagages techniques sur l&rsquo;IA et d&rsquo;autres disposant de fortes expertises en programmations en IA.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-8683 size-large\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-165-1024x682.jpg\" alt=\"\" width=\"1024\" height=\"682\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-165-980x653.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-165-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/p>\n<h4 style=\"font-weight: 400;\"><strong>4 stands IA pour pr\u00e9sent\u00e9s les cas d&rsquo;usages \u00e9tudi\u00e9s : <\/strong><\/h4>\n<ol>\n<li style=\"font-weight: 400;\"><strong>Assistant IA \u2013 Tours \u00e0 commande num\u00e9rique\u00a0(Prototype Techn<\/strong><strong>\u00e9<\/strong><strong>)<\/strong><\/li>\n<\/ol>\n<p style=\"font-weight: 400;\">D\u00e9velopp\u00e9 \u00e0 partir de cas d&rsquo;usage <strong>Techn<\/strong><strong>\u00e9<\/strong>, ce prototype repose sur la documentation des machines, des process et des <strong>arbres de d\u00e9cision structur\u00e9s<\/strong>\u00a0pour fournir un assistant intelligent capable d\u2019<strong>interpr\u00e9ter les codes machines<\/strong>, de\u00a0<strong>sugg\u00e9rer des r\u00e9glages<\/strong>, et d\u2019<strong>aider au diagnostic<\/strong>. L\u2019objectif est clair : rendre l\u2019<strong>expertise accessible \u00e0 tous les op\u00e9rateurs<\/strong> quel que soit leur niveau d\u2019exp\u00e9rience et soulager l&rsquo;\u00e9quipe support<\/p>\n<ol start=\"2\">\n<li style=\"font-weight: 400;\"><strong>Assistant IA \u2013 Protections \u00e9lectriques\u00a0(Prototype CNR)<\/strong><\/li>\n<\/ol>\n<p style=\"font-weight: 400;\">\u00c0 travers le cas d&rsquo;usage, CNR l&rsquo;\u00e9quipe a \u00e9valu\u00e9 les capacit\u00e9s d\u2019une IA \u00e0 <strong>analyser et interpr\u00e9ter des documents techniques\u00a0<\/strong>vari\u00e9s (y compris des sch\u00e9mas) sur des<strong> \u00e9quipements \u00e9lectriques complexes.\u00a0<\/strong>Confront\u00e9 \u00e0 des<strong> questions terrains<\/strong>, l\u2019assistant donne acc\u00e8s facilement \u00e0 des <strong>informations claires, pr\u00e9cises et contextualis\u00e9es <\/strong>(g\u00e9n\u00e9ration de modes op\u00e9ratoires, contr\u00f4le de rapports&#8230;) ; mais au-del\u00e0 du gain de temps, CNR vise surtout \u00e0 <strong>renforcer l\u2019autonomie des \u00e9quipes <\/strong>et \u00e0 favoriser leur<strong> mont\u00e9e en comp\u00e9tences<\/strong>.<\/p>\n<ol start=\"3\">\n<li style=\"font-weight: 400;\"><strong>Machine interactive \u2013 Moules d\u2019injection plastique\u00a0(Prototype SEB)<\/strong><\/li>\n<\/ol>\n<p style=\"font-weight: 400;\">\u00a0Le projet a d\u00e9velopp\u00e9 un syst\u00e8me multi-agents IA pour diagnostiquer rapidement les probl\u00e8mes sur des presses \u00e0 injection plastique chez SEB. Il analyse les donn\u00e9es de production, croise l&rsquo;historique des pannes et les d\u00e9fauts r\u00e9currents pour fournir des recommandations aux techniciens. Cette approche permet de ma\u00eetriser les proc\u00e9d\u00e9s, de pr\u00e9server le savoir-faire en maintenance et de capitaliser les connaissances.<\/p>\n<ol start=\"4\">\n<li><strong>Comprendre l\u2019IA pour rappeler les fondamentaux<\/strong><\/li>\n<\/ol>\n<p style=\"font-weight: 400;\">Un stand p\u00e9dagogique a permis aux participants de <strong>tester diff\u00e9rentes IA generative<\/strong>\u00a0sur une m\u00eame question. Ce stand a mis en lumi\u00e8re les\u00a0<strong>\u00e9carts de performance<\/strong>, les\u00a0<strong>r\u00e9ponses contrast\u00e9es<\/strong>, et surtout, la\u00a0<strong>diversit\u00e9 des mod\u00e8les d\u2019IA existants<\/strong>\u00a0\u2013 un vrai levier d\u2019<strong>acculturation<\/strong>\u00a0pour d\u00e9mystifier cette technologie encore parfois mal comprise.<\/p>\n<p>&nbsp;<\/p>\n<p style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-8685 size-full\" src=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-92.jpg\" alt=\"\" width=\"1772\" height=\"1181\" srcset=\"https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-92.jpg 1772w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-92-1280x853.jpg 1280w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-92-980x653.jpg 980w, https:\/\/larucheindustrielle.fr\/wp-content\/uploads\/2025\/07\/cecile-cayon-la-ruche-industrielle-IA-generative-venissieux-92-480x320.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1772px, 100vw\" \/><\/p>\n<h4 style=\"font-weight: 400;\"><strong>Ce qu\u2019il faut retenir<\/strong><\/h4>\n<p style=\"font-weight: 400;\">L\u2019intelligence artificielle n\u2019est pas nouvelle, elle existe depuis les ann\u00e9es 1950, mais sa <strong>maturit\u00e9 technologique<\/strong>\u00a0et sa\u00a0<strong>d\u00e9mocratisation<\/strong>\u00a0ouvrent aujourd\u2019hui des opportunit\u00e9s concr\u00e8tes pour l\u2019industrie.<\/p>\n<p style=\"font-weight: 400;\">Ce projet collectif a mis en \u00e9vidence que mener un projet IA g\u00e9n\u00e9rative <strong>ne rel\u00e8ve pas uniquement de la gestion de projet classique <\/strong>: il n\u00e9cessite une\u00a0<strong>acculturation progressive<\/strong>, une capacit\u00e9 \u00e0\u00a0<strong>structurer et capitaliser le savoir<\/strong>, et une\u00a0<strong>implication transverse<\/strong>\u00a0des \u00e9quipes.<\/p>\n<p style=\"font-weight: 400;\">Le REX a d\u00e9montr\u00e9 la puissance du <strong>faire ensemble<\/strong>\u00a0pour exp\u00e9rimenter, apprendre et innover de mani\u00e8re concr\u00e8te, en pla\u00e7ant\u00a0<strong>l\u2019humain au c\u0153ur des technologies<\/strong>.<\/p>\n<h4>\u00a0<\/h4>\n<h4><strong>T\u00e9moignage de Romain, Responsable du Comit\u00e9 IA chez Fives Solios<\/strong><\/h4>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][et_pb_video src=\u00a0\u00bbhttps:\/\/youtu.be\/6DjbvJ0M13Y\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.4&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;][\/et_pb_video][et_pb_text _builder_version=\u00a0\u00bb4.27.4&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n<h2>\u00a0<\/h2>\n<h2><strong>Pour en savoir plus :<\/strong><\/h2>\n<ul>\n<li><a href=\"https:\/\/larucheindustrielle.fr\/fr\/rex-securite-industrielle\/\">S\u00e9curit\u00e9 industrielle : Retour d\u2019Exp\u00e9rience sur un projet primordial pour renforcer pr\u00e9vention et culture des risques<\/a><\/li>\n<\/ul>\n<h2><strong>Vous souhaitez en savoir plus sur les projets de la Ruche ?<\/strong><\/h2>\n<p>Contactez <a href=\"bertrand.felix.ext@larucheindustrielle.fr\" target=\"_blank\" rel=\"noopener\">Bertrand Felix\u00a0<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le 19 juin, 110 participants et 16 entreprises se sont r\u00e9unis pour partager 9 mois d\u2019exp\u00e9rimentation autour de l\u2019IA industrielle.<br \/>\nUn projet men\u00e9 par Thierry Rovel (Volvo), avec 3 prototypes concrets \u00e0 la cl\u00e9 et une conviction forte : l\u2019IA se construit collectivement, au service de l\u2019humain et du terrain.<\/p>\n","protected":false},"author":8,"featured_media":8681,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[17,35,34],"tags":[],"class_list":["post-8679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-evenements","category-industrie-humaine","category-projets"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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