{"id":53982,"date":"2026-05-28T11:41:04","date_gmt":"2026-05-28T09:41:04","guid":{"rendered":"https:\/\/www.altares.be\/?p=53982"},"modified":"2026-06-01T16:33:11","modified_gmt":"2026-06-01T14:33:11","slug":"la-nouvelle-phase-ia-experimentation-au-rendement","status":"publish","type":"post","link":"https:\/\/www.altares.be\/fr\/blog\/master-data-management\/de-volgende-fase-van-ai-van-experiment-naar-rendement\/","title":{"rendered":"La nouvelle phase de l\u2019IA : de l'exp\u00e9rimentation au rendement"},"content":{"rendered":"<p class=\"wp-block-paragraph\">L\u2019IA produit de plus en plus souvent des r\u00e9sultats concrets. Selon une nouvelle \u00e9tude mondiale de Dun &amp; Bradstreet, men\u00e9e aupr\u00e8s de 10 000 entreprises dans 32 pays, 60 % des organisations constatent d\u00e9sormais au moins un retour sur investissement mesurable gr\u00e2ce \u00e0 l\u2019IA. Toutefois, seules 24 % d\u2019entre elles obtiennent des r\u00e9sultats \u00e9tendus ou solides, tandis que 56 % pr\u00e9voient d\u2019augmenter leurs investissements dans l\u2019IA.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ces r\u00e9sultats montrent que l\u2019IA entre dans une nouvelle phase. Les organisations ne se contentent plus d\u2019explorer ses possibilit\u00e9s ; elles cherchent \u00e0 identifier les usages qui g\u00e9n\u00e8rent un v\u00e9ritable rendement. Dans cet article de blog, vous d\u00e9couvrirez ce que r\u00e9v\u00e8le l\u2019\u00e9tude de Dun &amp; Bradstreet sur le rendement de l\u2019IA, pourquoi son d\u00e9ploiement \u00e0 plus grande \u00e9chelle n\u00e9cessite des choix cibl\u00e9s et quel r\u00f4le jouent les donn\u00e9es lorsque l\u2019IA s\u2019int\u00e8gre aux processus d\u2019entreprise.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"880\" height=\"500\" src=\"https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value.jpg\" alt=\"AI chip with coins\" class=\"wp-image-53991\" srcset=\"https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value.jpg 880w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-300x170.jpg 300w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-150x85.jpg 150w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-768x436.jpg 768w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-18x10.jpg 18w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-24x14.jpg 24w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-36x20.jpg 36w, https:\/\/www.altares.be\/wp-content\/uploads\/2026\/05\/AI-value-48x27.jpg 48w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">L\u2019IA passe de l\u2019exp\u00e9rimentation aux processus d\u2019entreprise&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour de nombreuses organisations, l\u2019IA ne se limite plus \u00e0 un projet pilote ou \u00e0 une application utilis\u00e9e par une seule \u00e9quipe. L\u2019\u00e9tude montre que 97 % des organisations ont des initiatives actives en mati\u00e8re d\u2019IA. Par ailleurs, 30 % des projets d\u2019IA passent d\u00e9sormais en production, tandis que 26 % sont d\u00e9j\u00e0 op\u00e9rationnels dans plusieurs processus cl\u00e9s.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le r\u00f4le de l\u2019IA \u00e9volue donc. D\u2019abord utilis\u00e9e pour explorer de nouvelles possibilit\u00e9s, elle trouve aujourd\u2019hui sa place dans des processus o\u00f9 des informations sont trait\u00e9es au quotidien et o\u00f9 des d\u00e9cisions sont pr\u00e9par\u00e9es. C\u2019est le cas, par exemple, de l\u2019analyse des tendances clients, de la collecte d\u2019informations sur les fournisseurs ou de l\u2019identification de changements n\u00e9cessitant une attention particuli\u00e8re.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 ce stade, il ne suffit plus qu\u2019une application fonctionne sur le plan technique. L\u2019IA doit s\u2019int\u00e9grer au processus dans lequel les collaborateurs l\u2019utilisent. Un r\u00e9sultat rapide n\u2019a de valeur que si sa signification est claire et si les actions \u00e0 entreprendre le sont \u00e9galement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Lisez aussi :<\/strong>&nbsp;<a href=\"https:\/\/www.altares.be\/fr\/blog\/master-data-management\/ia-agentique-de-promesse-a-application-concrete\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u2019IA agentique : passer de la promesse \u00e0 l\u2019application concr\u00e8te<\/a>&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">L\u2019IA ne se d\u00e9ploie pas partout de la m\u00eame mani\u00e8re&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Le rendement que les organisations commencent \u00e0 tirer de l\u2019IA marque une \u00e9tape importante. Mais l\u2019\u00e9cart entre les 60 % qui d\u00e9clarent obtenir un rendement mesurable et les 24 % qui observent des r\u00e9sultats \u00e9tendus ou solides montre aussi que le succ\u00e8s ne se g\u00e9n\u00e9ralise pas automatiquement.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une application qui aide les collaborateurs \u00e0 traiter des documents plus rapidement peut g\u00e9n\u00e9rer un gain de temps imm\u00e9diat. En revanche, une application utilis\u00e9e pour l\u2019acceptation de clients, le suivi des fournisseurs ou l\u2019\u00e9valuation des risques r\u00e9pond \u00e0 d\u2019autres exigences. Dans ces cas, il ne suffit pas que le r\u00e9sultat soit disponible rapidement : il doit aussi \u00eatre suffisamment pertinent et fiable pour permettre d\u2019agir en cons\u00e9quence.&nbsp;<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Alors que les organisations souhaitent investir davantage dans l\u2019IA, il devient donc essentiel de clarifier, pour chaque application :&nbsp;<\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quel processus elle permet d\u2019am\u00e9liorer&nbsp;<\/li>\n\n\n\n<li>Quel r\u00e9sultat apporte r\u00e9ellement de la valeur&nbsp;<\/li>\n\n\n\n<li>Quelles informations sont n\u00e9cessaires pour \u00e9valuer ce r\u00e9sultat&nbsp;<\/li>\n\n\n\n<li>\u00c0 quel moment le contr\u00f4le humain reste n\u00e9cessaire&nbsp;&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Cette approche permet d\u2019\u00e9viter que l\u2019IA ne soit d\u00e9ploy\u00e9e \u00e0 plus grande \u00e9chelle simplement parce qu\u2019une premi\u00e8re application a bien fonctionn\u00e9, sans qu\u2019il soit clairement \u00e9tabli si la m\u00eame valeur peut \u00eatre cr\u00e9\u00e9e dans d\u2019autres processus.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Le passage \u00e0 l\u2019\u00e9chelle r\u00e9v\u00e8le les limites des donn\u00e9es&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 mesure que l\u2019IA passe en production, les facteurs qui conditionnent sa r\u00e9ussite apparaissent plus nettement. L\u2019\u00e9tude de Dun &amp; Bradstreet montre que seules 5 % des organisations estiment que&nbsp;<a href=\"https:\/\/www.altares.be\/fr\/learn\/preparation-ia\/\" target=\"_blank\" rel=\"noreferrer noopener\">leurs donn\u00e9es internes sont enti\u00e8rement pr\u00eates pour l\u2019IA.<\/a>&nbsp;<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Les organisations mentionnent plusieurs obstacles \u00e0 une utilisation plus large de l\u2019IA :&nbsp;<\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>50%<\/strong>&nbsp;\u00e9voquent un acc\u00e8s limit\u00e9 aux donn\u00e9es.&nbsp;<\/li>\n\n\n\n<li><strong>44%<\/strong>&nbsp;consid\u00e8rent les risques li\u00e9s \u00e0 la confidentialit\u00e9 et \u00e0 la conformit\u00e9 comme un frein.&nbsp;<\/li>\n\n\n\n<li><strong>40%<\/strong>&nbsp;signalent des d\u00e9fis en mati\u00e8re de qualit\u00e9 et d\u2019int\u00e9grit\u00e9 des donn\u00e9es.&nbsp;<\/li>\n\n\n\n<li><strong>38%<\/strong>&nbsp;pointent une int\u00e9gration insuffisante entre les syst\u00e8mes.&nbsp;<\/li>\n\n\n\n<li><strong>37%<\/strong>&nbsp;mentionnent un manque de professionnels disposant des comp\u00e9tences ad\u00e9quates en IA.&nbsp;&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Par ailleurs, seules 10 % des organisations d\u00e9clarent avoir pleinement confiance dans leur capacit\u00e9 \u00e0 identifier et \u00e0 limiter les risques li\u00e9s \u00e0 l\u2019IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ces r\u00e9sultats montrent clairement que la mise \u00e0 l\u2019\u00e9chelle de l\u2019IA ne d\u00e9pend pas uniquement de la technologie elle-m\u00eame. Lorsque l\u2019IA est utilis\u00e9e dans des processus li\u00e9s aux clients, aux fournisseurs et aux relations commerciales, les collaborateurs doivent pouvoir \u00e9valuer sur quoi repose un insight, ainsi que l\u2019actualit\u00e9 et l\u2019utilit\u00e9 des informations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Par exemple, un signal relatif \u00e0 un client n\u2019a de valeur que s\u2019il est clair de quelle organisation il s\u2019agit. De m\u00eame, une analyse fournisseur n\u2019est r\u00e9ellement utile que si les relations et changements pertinents sont visibles. Dans ce type de processus, la qualit\u00e9 des donn\u00e9es disponibles d\u00e9termine si l\u2019IA fournit simplement un signal int\u00e9ressant ou un insight sur lequel les collaborateurs peuvent r\u00e9ellement agir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Lisez aussi :<\/strong>&nbsp;<a href=\"https:\/\/www.altares.be\/fr\/blog\/master-data-management\/ia-seduit-mais-votre-organisation-peut-elle-suivre\/\" target=\"_blank\" rel=\"noreferrer noopener\">L\u2019IA s\u00e9duit, mais votre organisation peut-elle la suivre ?<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">De l\u2019exp\u00e9rimentation de l\u2019IA \u00e0 la cr\u00e9ation de valeur durable&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Les premiers r\u00e9sultats de l\u2019IA sont d\u00e9sormais visibles. Une nouvelle phase s\u2019ouvre donc pour les organisations : il ne s\u2019agit plus seulement d\u2019explorer ce que l\u2019IA peut faire, mais de d\u00e9terminer o\u00f9 son utilisation apporte une valeur durable.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les organisations qui int\u00e8grent l\u2019IA \u00e0 leurs d\u2019entreprise ne doivent donc pas se concentrer uniquement sur la rapidit\u00e9 ou l\u2019efficacit\u00e9. C\u2019est pr\u00e9cis\u00e9ment la combinaison d\u2019un cas d\u2019usage concret, d\u2019un contr\u00f4le clair et de donn\u00e9es fiables qui d\u00e9termine si un premier r\u00e9sultat peut conserver sa valeur \u00e0 long terme.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vous souhaitez savoir comment les informations d\u2019entreprise peuvent soutenir les applications d\u2019IA au sein de votre organisation ? Contactez&nbsp;<a href=\"https:\/\/www.altares.be\/fr\/contact\/plus-d-informations\/\">nos experts<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>L\u2019IA g\u00e9n\u00e8re de plus en plus souvent un rendement mesurable : 60 % des organisations constatent d\u00e9j\u00e0 des r\u00e9sultats. La priorit\u00e9 est d\u00e9sormais d\u2019identifier les processus d\u2019entreprise o\u00f9 elle peut apporter une vraie valeur. Pour r\u00e9ussir ce passage \u00e0 l\u2019\u00e9chelle, les organisations doivent s\u2019appuyer sur des donn\u00e9es fiables, des objectifs clairs et un contr\u00f4le efficace des r\u00e9sultats.<\/p>","protected":false},"author":12,"featured_media":53991,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[19],"tags":[],"class_list":["post-53982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-master-data-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>De volgende fase van AI: van experiment naar rendement - Altares<\/title>\n<meta name=\"description\" content=\"AI levert steeds vaker resultaat op, maar succesvol opschalen vraagt om betrouwbare data. 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