{"id":4896,"date":"2022-12-19T17:34:47","date_gmt":"2022-12-19T22:34:47","guid":{"rendered":"http:\/\/skimai.com\/?p=4896"},"modified":"2024-08-31T16:31:59","modified_gmt":"2024-08-31T21:31:59","slug":"6-raisons-pour-lesquelles-les-projets-dintelligence-artificielle-echouent","status":"publish","type":"post","link":"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/","title":{"rendered":"6 raisons pour lesquelles les projets d'IA \u00e9chouent"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table des mati\u00e8res<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table des mati\u00e8res\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#6_Reasons_Why_AI_Projects_Fail\" >6 raisons pour lesquelles les projets d'IA \u00e9chouent<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#1_Poor_Data_Management\" >1. Mauvaise gestion des donn\u00e9es<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#2_Lack_of_AI_Capabilities_and_Awareness_Among_Employees\" >2. Manque de capacit\u00e9s en mati\u00e8re d'IA et de sensibilisation des employ\u00e9s<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#3_Unclear_Business_Objectives\" >3. Des objectifs commerciaux peu clairs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#4_Underestimating_Time_and_Cost_of_the_Data_Component_of_AI_Projects\" >4. Sous-estimation du temps et du co\u00fbt de la composante \"donn\u00e9es\" des projets d'IA :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#5_Lack_of_Leadership_Commitment_and_Ownership\" >5. Manque d'engagement et d'appropriation de la part des dirigeants<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#6_Vendor_Misalignment_on_Promise_VS_Reality\" >6. Mauvais alignement des fournisseurs sur les promesses et la r\u00e9alit\u00e9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/fr\/6-reasons-why-ai-projects-fail\/#How_can_Skim_AI_Help\" >Comment Skim AI peut-il aider ?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"6_Reasons_Why_AI_Projects_Fail\"><\/span>6 raisons pour lesquelles les projets d'IA \u00e9chouent<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>Il semble que l'IA soit pr\u00e9sente partout, mais en r\u00e9alit\u00e9, de nombreuses entreprises \u00e9prouvent des difficult\u00e9s \u00e0 la mettre en \u0153uvre avec succ\u00e8s. Selon le <a href=\"https:\/\/sloanreview.mit.edu\/projects\/winning-with-ai\/\">MIT SMR-BCG Artificial Intelligence Global Executive Study and Research Report (en anglais)<\/a>Selon le rapport de la Commission europ\u00e9enne, sept dirigeants sur dix dont les organisations ont investi dans l'intelligence artificielle (IA) ont d\u00e9clar\u00e9 n'avoir constat\u00e9 que peu ou pas d'impact de ces investissements. <\/p>\n<\/p>\n<p>En outre, <a href=\"https:\/\/sloanreview.mit.edu\/projects\/winning-with-ai\/#:~:text=Even%20so%2C%20this%20means%2040%25%20of%20organizations%20making%20significant%20investments%20in%20AI%20do%20not%20report%20business%20gains%20from%20AI\">40% des entreprises qui investissent<\/a> Les entreprises qui investissent massivement dans l'IA ne font \u00e9tat d'aucun avantage pour l'entreprise. Le taux d'\u00e9chec ne devrait pas \u00eatre aussi \u00e9lev\u00e9 \u00e9tant donn\u00e9 le nombre de cerveaux intelligents, de ressources et d'efforts investis dans ces projets. Le probl\u00e8me r\u00e9side dans le non-respect des meilleures pratiques de gestion des initiatives d'IA, et non dans une technologie de qualit\u00e9 inf\u00e9rieure ou des personnes non motiv\u00e9es. <\/p>\n<p>Dans cet article, nous examinons les 6 raisons qui expliquent l'\u00e9chec des projets d'IA, et nous vous donnons quelques conseils pour \u00e9viter de devenir une autre statistique des initiatives d'IA qui ont \u00e9chou\u00e9.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Poor_Data_Management\"><\/span>1. Mauvaise gestion des donn\u00e9es<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Pour que les solutions d'IA soient utiles, il faut disposer de suffisamment de donn\u00e9es de haute qualit\u00e9 qui suivent une m\u00e9thodologie coh\u00e9rente et compr\u00e9hensible. De nombreuses entreprises ne disposent pas des ressources ou de l'exp\u00e9rience n\u00e9cessaires pour traiter des donn\u00e9es qui ne sont pas propres, conserv\u00e9es dans des formats ou des emplacements incompatibles. Les scientifiques des donn\u00e9es perdent trop de temps (souvent jusqu'\u00e0 70% de leur temps) \u00e0 manipuler des donn\u00e9es au lieu d'appliquer leurs connaissances \u00e0 la cr\u00e9ation de solutions utiles ou \u00e0 l'obtention d'informations pour soutenir les d\u00e9cisions de l'entreprise.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Lack_of_AI_Capabilities_and_Awareness_Among_Employees\"><\/span>2. Manque de capacit\u00e9s en mati\u00e8re d'IA et de sensibilisation des employ\u00e9s<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Un sondage Gartner a r\u00e9v\u00e9l\u00e9 que 56% des entreprises avaient <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2019-07-15-gartner-survey-reveals-leading-organizations-expect-t\">des difficult\u00e9s \u00e0 utiliser l'IA en raison d'un manque de comp\u00e9tences<\/a> dans leur personnel. Les employ\u00e9s peuvent manquer de confiance dans l'IA, la rejeter cat\u00e9goriquement, ou lui faire totalement confiance et accepter tous les r\u00e9sultats d'un mod\u00e8le d'IA sans poser de questions. Une id\u00e9e fausse tr\u00e8s r\u00e9pandue parmi les professionnels est que l'IA les remplacera. En raison de tous ces facteurs, les entreprises devraient envisager de renforcer les connaissances en ML \/ IA de leurs employ\u00e9s et de les former aux nouveaux processus technologiques.<\/p>\n<p>La culture technologique permet de s'assurer que les comp\u00e9tences techniques et non techniques de l'utilisateur sont bien prises en compte. <a href=\"https:\/\/hbr.org\/2021\/08\/how-data-literate-is-your-company\">les employ\u00e9s sont inform\u00e9s sur l'IA<\/a>Il est essentiel que les employ\u00e9s comprennent ce que l'IA peut faire pour eux, les forces et les faiblesses de la technologie et les avantages qu'elle peut leur apporter. Il est \u00e9galement essentiel que les employ\u00e9s ne s'en remettent pas \u00e0 l'IA pour prendre des d\u00e9cisions sans comprendre comment la d\u00e9cision est prise.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Unclear_Business_Objectives\"><\/span>3. Des objectifs commerciaux peu clairs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Au lieu de choisir des projets dans lesquels elles voient un potentiel de perc\u00e9e technique, les organisations doivent identifier des cas d'utilisation avec un retour sur investissement (ROI) qui peuvent avoir le plus d'influence sur leurs KPI (augmentation du chiffre d'affaires, diminution des co\u00fbts d'exploitation, am\u00e9lioration de l'exp\u00e9rience client, etc.) Les projets d'IA \u00e9chouent g\u00e9n\u00e9ralement en raison d'objectifs mal d\u00e9finis, d'un manque de donn\u00e9es et de ressources insuffisantes.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_Underestimating_Time_and_Cost_of_the_Data_Component_of_AI_Projects\"><\/span>4. Sous-estimation du temps et du co\u00fbt de la composante \"donn\u00e9es\" des projets d'IA :<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Les organisations sous-estiment souvent le temps et les ressources n\u00e9cessaires pour g\u00e9rer efficacement les projets d'IA. Trop souvent, les projets d\u00e9marrent sans tenir compte des exigences en mati\u00e8re de donn\u00e9es et sans qu'une personne soit charg\u00e9e de recueillir le bon type et la bonne quantit\u00e9 de donn\u00e9es. Ces projets sont souvent ralentis par un manque d'acc\u00e8s aux donn\u00e9es n\u00e9cessaires. C'est pourquoi la collecte des donn\u00e9es n\u00e9cessaires pour alimenter l'IA est la premi\u00e8re \u00e9tape de la gestion d'un projet d'IA.<\/p>\n<p>L'IA n\u00e9cessite une strat\u00e9gie centr\u00e9e sur les donn\u00e9es et les entreprises devraient examiner attentivement si elles disposent du temps et des ressources n\u00e9cessaires pour collecter des quantit\u00e9s suffisantes de donn\u00e9es de haute qualit\u00e9 pour leurs projets.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Lack_of_Leadership_Commitment_and_Ownership\"><\/span>5. Manque d'engagement et d'appropriation de la part des dirigeants<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Il s'agit d'une erreur courante dans tous les projets, et pas seulement dans ceux qui impliquent l'IA. Sans l'engagement et l'appropriation d'une \u00e9quipe de direction interfonctionnelle, une initiative d'IA ne disposera pas des ressources ou des talents n\u00e9cessaires \u00e0 sa r\u00e9ussite. Un projet d'IA ne peut \u00eatre couronn\u00e9 de succ\u00e8s que si des dirigeants comp\u00e9tents s'y consacrent.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Vendor_Misalignment_on_Promise_VS_Reality\"><\/span>6. Mauvais alignement des fournisseurs sur les promesses et la r\u00e9alit\u00e9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Les entreprises se laissent souvent s\u00e9duire par le blitz marketing et les promesses faites par les vendeurs au sujet de leurs produits. Elles peuvent aussi choisir la solution d'un fournisseur particulier et d\u00e9couvrir qu'elle ne correspond pas \u00e0 leurs besoins. Les facteurs li\u00e9s aux fournisseurs sont souvent n\u00e9glig\u00e9s, ce qui constitue l'une des principales causes d'\u00e9chec d'un projet d'IA. <\/p>\n<p>L'une des causes fr\u00e9quentes de cette situation est le fait de ne pas poser les bonnes questions d\u00e8s le d\u00e9part, ce qui vous emp\u00eache de vous rendre compte que, bien que le produit soit fantastique, il ne r\u00e9pond tout simplement pas \u00e0 vos besoins. Pour \u00e9viter d'\u00eatre victime du battage m\u00e9diatique, faites vos devoirs, posez les bonnes questions et comprenez comment g\u00e9rer les initiatives en mati\u00e8re d'IA.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_can_Skim_AI_Help\"><\/span>Comment Skim AI peut-il aider ?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>L'IA r\u00e9volutionne la fa\u00e7on dont nous menons nos affaires, et il faut du temps et des efforts pour d\u00e9couvrir comment cr\u00e9er des solutions utiles avec un ROl quantifiable.<\/p>\n<p>Nous conseillons \u00e0 nos clients d'\u00e9laborer un cadre pour la mise en \u0153uvre de solutions de ML et d'IA bas\u00e9es sur les meilleures pratiques. Le rendement des investissements dans l'IA n'est pas lin\u00e9aire. Au contraire, ils augmentent au fur et \u00e0 mesure que l'on superpose un travail de qualit\u00e9 \u00e0 une fondation cr\u00e9\u00e9e sur la base des meilleures pratiques.<\/p>","protected":false},"excerpt":{"rendered":"<p>6 Reasons Why AI Projects Fail It seems AI is present everywhere but the reality is that many businesses are experiencing problems in successfully implementing AI. According to the MIT SMR-BCG Artificial Intelligence Global Executive Study and Research Report, seven out of ten executives whose organizations have invested in Artificial Intelligence (AI) claimed they had [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":8770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,67,78],"tags":[],"class_list":["post-4896","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-ai-project-management"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>6 Reasons Why AI Projects Fail - Skim AI<\/title>\n<meta name=\"description\" content=\"AI projects fail all the time, and it&#039;s important to understand why, here are 6 reasons why AI projects fail?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/fr\/6-raisons-pour-lesquelles-les-projets-dintelligence-artificielle-echouent\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"6 Reasons Why AI Projects Fail - 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