{"id":7848,"date":"2019-11-19T16:30:28","date_gmt":"2019-11-19T15:30:28","guid":{"rendered":"https:\/\/golem.ai\/blog\/ai-society-explicabilite-industrialisation-startups\/"},"modified":"2022-04-22T12:13:23","modified_gmt":"2022-04-22T10:13:23","slug":"ai-society-explicabilite-industrialisation-startups","status":"publish","type":"post","link":"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/ai-society-explicabilite-industrialisation-startups","title":{"rendered":"AI &#038; Society #17 Octobre 2019"},"content":{"rendered":"<h3 dir=\"ltr\"><strong>Vous souhaitez en savoir plus sur la 17\u00e8me \u00e9dition d\u2019AI &amp; Society d\u2019Octobre 2019 ? D\u00e9couvrez les interviews de nos 3 conf\u00e9renciers Louis-Baptiste France, Florian Canderl\u00e9 et de Xavier Laurent.<\/strong><\/h3>\n<h2 dir=\"ltr\"><span style=\"color: #943b44;\"><strong>Talk technologique &#8211; L&rsquo;explicabilit\u00e9 des IA, un v\u00e9ritable levier business<\/strong><\/span><\/h2>\n<p dir=\"ltr\"><em>Avec <a href=\"https:\/\/www.linkedin.com\/in\/louis-baptiste-france-2bb2574a\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Louis-Baptiste France<\/span><\/a>, Cofondateur &amp; CEO chez <a href=\"https:\/\/www.xplik.io\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Xplik<\/span><\/a>.<\/em><\/p>\n<p><strong>L\u2019IA est une technologie scalable et performante<\/strong> mais les algorithmes de machine learning et de deep learning sont des <strong>\u201cbo\u00eetes noires\u201d<\/strong>, ce qui repr\u00e9sente un vrai probl\u00e8me pour les utilisateurs finaux qui <strong>n\u2019ont pas confiance en cette technologie &#8211; et donc n\u2019y adh\u00e8rent pas<\/strong>. Le probl\u00e8me est qu\u2019<strong>on ne sait pas pourquoi une d\u00e9cision a \u00e9t\u00e9 prise<\/strong> \u00e0 la place d\u2019une autre. Louis-Baptiste nous expose comment sortir de la blackbox gr\u00e2ce \u00e0 diff\u00e9rentes m\u00e9thodologie et comment sa soci\u00e9t\u00e9 Xplik rend les algorithmes compr\u00e9hensibles. Il pr\u00e9sente les points cl\u00e9s pour faire adh\u00e9rer \u00e0 l\u2019intelligence artificielle : <strong>avoir une explicabilit\u00e9 juste, rendre les r\u00e9sultats intelligibles et apporter une restitution parlante pour les utilisateurs finaux<\/strong>.<\/p>\n<p style=\"text-align: center;\"><iframe style=\"max-width: 100%;\" src=\"https:\/\/www.youtube.com\/embed\/AkQ0SdJoCgw\" width=\"560\" height=\"315\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><script async=\"\" src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><a href=\"https:\/\/golem.ai\/fr\/ressources\/\" data-wplink-edit=\"true\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-12234 aligncenter\" src=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png\" sizes=\"(max-width: 480px) 100vw, 480px\" srcset=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-300x169.png 300w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-768x432.png 768w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-18x10.png 18w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png 960w\" alt=\"\" width=\"480\" height=\"270\"><\/a><\/p>\n<h2 dir=\"ltr\"><span style=\"color: #943b44;\"><strong>Talk business &#8211; 2019 l&rsquo;ann\u00e9e de l&rsquo;industrialisation des projets d&rsquo;IA ?<\/strong><\/span><\/h2>\n<p dir=\"ltr\"><em>Avec <a href=\"https:\/\/www.linkedin.com\/in\/florian-canderl%C3%A9-9b50624a\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Florian Canderl\u00e9<\/span><\/a>, Senior Data Consultant chez <a href=\"https:\/\/www.quantmetry.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Quantmetry<\/span><\/a>.<\/em><\/p>\n<p>2019 est-elle vraiment l&rsquo;ann\u00e9e de l&rsquo;industrialisation de l&rsquo;IA ? Pour r\u00e9pondre \u00e0 cette question Florian nous pr\u00e9sente les <strong>\u00e9tapes menant \u00e0 la construction de projets d\u2019IA dans une entreprise<\/strong>. Les<strong> aspects d&rsquo;acculturation<\/strong>, d&rsquo;impl\u00e9mentation de la <strong>gouvernance de la donn\u00e9e<\/strong>, de strat\u00e9gie globales, d\u2019<strong>organisation de l\u2019entreprise<\/strong>\u2026 sont tous \u00e0 prendre en compte et<strong> d\u00e9terminants dans la r\u00e9ussite des projets d\u2019intelligence artificielle<\/strong>. Actuellement les entreprises pouvant r\u00e9ussir des projets d\u2019industrialisation de l\u2019IA sont les plus matures concernant leurs donn\u00e9es, comme <strong>les secteurs de la banque et de l\u2019assurance ou encore de l\u2019e-commerce<\/strong>. Florian conclut sur le fait que <strong>les projets d\u2019intelligence artificielle ne doivent pas \u00eatre initi\u00e9s pour suivre la \u201ctendance\u201d<\/strong>, mais parce que ce projet va r\u00e9pondre \u00e0 de r\u00e9els enjeux pour les entreprises. Ainsi pour favoriser l&rsquo;industrialisation et la bonne mise en place de projets d\u2019IA il faut absolument <strong>acculturer les collaborateurs, les accompagner et leur proposer des outils adapt\u00e9s \u00e0 la prise en main de ces projets<\/strong>.<\/p>\n<p><script async=\"\" src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p style=\"text-align: center;\"><iframe style=\"max-width: 100%;\" src=\"https:\/\/www.youtube.com\/embed\/-yfmtYj82eQ\" width=\"560\" height=\"315\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2 dir=\"ltr\"><span style=\"color: #943b44;\"><strong>Talk soci\u00e9t\u00e9 &#8211; Comment Manutan structure son programme d&rsquo;innovation startups ?<\/strong><\/span><\/h2>\n<p dir=\"ltr\"><em>Avec <a href=\"https:\/\/www.linkedin.com\/in\/xavierlaurent\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Xavier Lauren<\/span><\/a><span style=\"color: #e27e5a;\">t<\/span>,&nbsp;Directeur des Services \u00e0 Valeurs Ajout\u00e9es chez <a href=\"https:\/\/www.manutan.fr\/fr\/maf\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #e27e5a;\">Manutan<\/span><\/a> International.<\/em><\/p>\n<p>Comment g\u00e9rer projets d\u2019innovation et les relations entre les startups et les entreprises ? Pour Xavier, il y a <strong>plusieurs conditions de succ\u00e8s pour innover en entreprise<\/strong> : il faut des projets r\u00e9pondant \u00e0 de <strong>r\u00e9els probl\u00e8mes rencontr\u00e9s par les m\u00e9tiers<\/strong>, choisir une technologie seulement si elle est <strong>r\u00e9ellement disruptive et enfin aller extr\u00eamement vite dans le d\u00e9veloppement des solutions<\/strong>. Xavier explique qu\u2019il d\u00e9veloppe 10 projets d\u2019innovation avec des startups et pr\u00e9sente 2 projets d\u2019IA qu\u2019il a impl\u00e9ment\u00e9 avec Golem.ai pour illustrer comment aller vite et innover. Gr\u00e2ce aux solutions d\u00e9velopp\u00e9es il a pu <strong>augmenter la productivit\u00e9 de Manutan, en r\u00e9pondant \u00e0 des probl\u00e9matiques quotidiennes des collaborateurs<\/strong> sur l\u2019automatisation de la cat\u00e9gorisation des mails et sur l\u2019automatisation de la codification des produits pour les appels d\u2019offres. Il conclut que <strong>la r\u00e9ussite de ces projets est fortement li\u00e9e \u00e0 la capacit\u00e9 des startups d\u2019\u00eatre agile et \u00e0 l\u2019implication de ses \u00e9quipes m\u00e9tiers sur le d\u00e9veloppement des solutions d\u00e8s le d\u00e9but des projets<\/strong>.<\/p>\n<p><script async=\"\" src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><script async=\"\" src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p style=\"text-align: center;\"><iframe style=\"max-width: 100%;\" src=\"https:\/\/www.youtube.com\/embed\/pwKSAx5E2rA\" width=\"560\" height=\"315\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>Retrouvez-nous pour notre prochain AI&amp;Society sur notre page <a href=\"https:\/\/www.meetup.com\/fr-FR\/AI-and-society\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ea7e58;\">Meetup.<\/span><\/a><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Retour sur l\u2019\u00e9dition d\u2019Octobre d\u2019AI &#038; Society  ! Au programme : explicabilit\u00e9, industrialisation et projets startups en IA.<!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":1,"featured_media":7850,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[68,33],"tags":[],"class_list":["post-7848","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-ai-and-society"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI &amp; Society Octobre 2019 : d\u00e9couvrez les vid\u00e9os et r\u00e9sum\u00e9s des interventions de Louis-Baptiste France, Florian Canderl\u00e9 et de Xavier Laurent<\/title>\n<meta name=\"description\" content=\"Revivez AI 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