{"id":13926,"date":"2025-01-08T11:12:43","date_gmt":"2025-01-08T10:12:43","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=13926"},"modified":"2026-04-23T16:25:53","modified_gmt":"2026-04-23T14:25:53","slug":"successfully-completing-your-ai-project-the-5-pillar-methodology","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/en\/actualites\/reussir-son-projet-ia-la-methodologie-en-5-piliers\/","title":{"rendered":"Successfully completing your AI project: The 5-pillar methodology"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13926\" class=\"elementor elementor-13926\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-240e634 e-flex e-con-boxed e-con e-parent\" data-id=\"240e634\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62b218c elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"62b218c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.jems-group.com\/fr\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-816de0c e-con-full e-flex e-con e-child\" data-id=\"816de0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-798d721 e-con-full e-flex e-con e-child\" data-id=\"798d721\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e053f1d elementor-widget elementor-widget-heading\" data-id=\"e053f1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">R\u00e9ussir son projet IA : La m\u00e9thodologie en 5 piliers<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b09188 elementor-widget elementor-widget-post-info\" data-id=\"9b09188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7c979de\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>8 January 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d01628e e-flex e-con-boxed e-con e-parent\" data-id=\"d01628e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0976b1b elementor-widget elementor-widget-text-editor\" data-id=\"0976b1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Dans un monde o\u00f9 l\u2019intelligence artificielle (IA) s\u2019impose comme un levier de transformation incontournable, la r\u00e9ussite des projets IA repose avant tout sur des fondations solides. En s\u2019appuyant sur plus de 50 projets de transformation IA r\u00e9ussi<\/strong><strong>s, JEMS a acquis un savoir-faire et des comp\u00e9tences sur le sujet.\u00a0<\/strong><strong>Forts de notre expertise en Data Platform, nous avons d\u00e9velopp\u00e9 une approche structur\u00e9e qui transforme les opportunit\u00e9s offertes par l\u2019IA en succ\u00e8s op\u00e9rationnels.<\/strong><strong>\u00a0On vous d\u00e9voile les axes principaux de r\u00e9ussite.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d44426 elementor-widget elementor-widget-heading\" data-id=\"5d44426\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u2019IA : Un Prolongement Naturel de la Data Platform\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-658453b elementor-widget elementor-widget-text-editor\" data-id=\"658453b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La r\u00e9ussite d\u2019un projet IA ne se limite pas \u00e0 la conception d\u2019algorithmes performants. Elle repose avant tout sur la qualit\u00e9 des donn\u00e9es, leur accessibilit\u00e9 et leur gouvernance. La ma\u00eetrise des infrastructures data constitue un avantage d\u00e9cisif pour d\u00e9ployer des solutions IA robustes et scalables.<\/p><p>Notre framework m\u00e9thodologique pour les projets IA repose sur cinq piliers essentiels. Ces \u00e9tapes structur\u00e9es permettent une progression ma\u00eetris\u00e9e de l\u2019id\u00e9ation \u00e0 l\u2019exploitation. Con\u00e7u comme une checklist op\u00e9rationnelle (incluant pr\u00e8s d\u2019une centaine de questions identifi\u00e9es par JEMS), ce framework permet \u00e0 chacun des membres de l\u2019\u00e9quipe de d\u00e9veloppement d\u2019avoir une vision claire de l\u2019avancement du projet, ainsi que de s\u2019assurer que chaque \u00e9tape est maitris\u00e9e.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b3c680 elementor-widget elementor-widget-heading\" data-id=\"5b3c680\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. Cadrage M\u00e9tier Approfondi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac2699 elementor-widget elementor-widget-text-editor\" data-id=\"aac2699\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Il faut toujours commencer toujours par une compr\u00e9hension fine des enjeux business et des objectifs op\u00e9rationnels. Pas de produit IA si on ne sait pas ce qu\u2019on veut\u00a0! Cette phase critique permet de d\u00e9finir des crit\u00e8res de succ\u00e8s mesurables et align\u00e9s sur les attentes m\u00e9tiers. Voici quelques exemples de questions cl\u00e9s \u00e0 envisager :<i><\/i><\/p><ul><li><em>Quel est le probl\u00e8me m\u00e9tier que je veux r\u00e9soudre ?<\/em><\/li><li><em>Quel est l\u2019impact business que va avoir mon produit IA\u00a0?<\/em><\/li><li><em>Qui exploitera les r\u00e9sultats et comment ?<\/em><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c53b39 elementor-widget elementor-widget-image\" data-id=\"8c53b39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/01\/projets-intelligence-artificielle.webp\" class=\"attachment-medium_large size-medium_large wp-image-13931\" alt=\"\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/01\/projets-intelligence-artificielle.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/01\/projets-intelligence-artificielle-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/01\/projets-intelligence-artificielle-18x12.jpg 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7e6ad elementor-widget elementor-widget-heading\" data-id=\"ad7e6ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Une Pr\u00e9paration des donn\u00e9es rigoureuse\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40462ce elementor-widget elementor-widget-text-editor\" data-id=\"40462ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La pr\u00e9paration des donn\u00e9es est une \u00e9tape fondamentale. Elle garantit la fiabilit\u00e9 et la pertinence des mod\u00e8les futurs, en mettant l\u2019accent sur la qualit\u00e9, l\u2019accessibilit\u00e9 et la conformit\u00e9 des donn\u00e9es. Dans cette \u00e9tape, il est utile de r\u00e9fl\u00e9chir \u00e0 des questions telles que :<\/p><ul><li><em>Quel est le niveau de qualit\u00e9 des donn\u00e9es disponibles ?<\/em><\/li><li><em>Comment g\u00e9rer les donn\u00e9es manquantes ?<\/em><\/li><li><em>Comment r\u00e9duire l\u2019espace de recherche (retrieval augmented generation\u00a0<\/em><em>\/ RAG)<\/em><em>\u00a0?<\/em><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75c9ca8 elementor-widget elementor-widget-heading\" data-id=\"75c9ca8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. D\u00e9velopper une mod\u00e9lisation de mani\u00e8re pragmatique\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e537bfc elementor-widget elementor-widget-text-editor\" data-id=\"e537bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Plut\u00f4t que de privil\u00e9gier la complexit\u00e9, nous optons pour des mod\u00e8les robustes et maintenables, \u00e0 m\u00eame de r\u00e9pondre aux besoins m\u00e9tiers tout en assurant un \u00e9quilibre optimal entre performance et complexit\u00e9. Les r\u00e9flexions \u00e0 mener durant cette \u00e9tape incluent :<\/p><ul><li><em>Quel type de mod\u00e8le correspond aux objectifs d\u00e9finis en phase 1 ?<\/em><\/li><li><em>Quels sont les crit\u00e8res de choix du mod\u00e8le ?<\/em><\/li><li><em>Quelle strat\u00e9gie de test adopter ?<\/em><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-482d689 elementor-widget elementor-widget-heading\" data-id=\"482d689\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. Infrastructures MLOPS\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5cbb90 elementor-widget elementor-widget-text-editor\" data-id=\"b5cbb90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>D\u00e8s la conception, il est essentiel de penser \u00e0 l\u2019int\u00e9gration du projet dans les infrastructures existantes. Cela inclut le cycle de vie complet de l\u2019application, avec une attention particuli\u00e8re port\u00e9e \u00e0 la scalabilit\u00e9 et \u00e0 la maintenance.\u00a0\u00c0 ce stade, il est essentiel de se poser des questions comme\u00a0:<\/p><ul><li><em>Comment comparer efficacement les mod\u00e8les ?<\/em><\/li><li><em>Quelle strat\u00e9gie pour la gestion des hyper-param\u00e8tres ?<\/em><\/li><li><em>Comment ma\u00eetriser les co\u00fbts d\u2019ex\u00e9cution ?<\/em><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e42116 elementor-widget elementor-widget-heading\" data-id=\"6e42116\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5. Suivi Continu des Performances\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f8143d elementor-widget elementor-widget-text-editor\" data-id=\"4f8143d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Une fois le mod\u00e8le d\u00e9ploy\u00e9, il est primordial de mettre en place des m\u00e9canismes de surveillance afin d\u2019en garantir la performance dans le temps et anticiper \u00e9ventuellement des ajustements n\u00e9cessaires.<\/p><p>Quelques questions essentielles \u00e0 aborder \u00e0 ce stade :<\/p><ul><li><em>Quels indicateurs de performance doivent \u00eatre suivis ?<\/em><\/li><li><em>Comment assurer un support utilisateur adapt\u00e9 ?<\/em><\/li><li><em>Quels sont les besoins d\u2019\u00e9volution pr\u00e9visibles ?<\/em><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a26aa1 elementor-widget elementor-widget-heading\" data-id=\"6a26aa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En conclusion\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6da3d4 elementor-widget elementor-widget-text-editor\" data-id=\"a6da3d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Nous savons qu\u2019un projet IA ne se r\u00e9sume pas \u00e0 la mise en \u0153uvre d\u2019algorithmes avanc\u00e9s. Il s\u2019agit avant tout de d\u00e9ployer des solutions robustes, align\u00e9es sur les objectifs m\u00e9tier, tout en s\u2019appuyant sur des donn\u00e9es fiables et des infrastructures optimis\u00e9es pour l\u2019\u00e9chelle.<\/p><p>Cette m\u00e9thodologie \u00e0 la fois simple et compliqu\u00e9e \u00e0 mettre en place permet de ma\u00eetriser chaque \u00e9tape du processus : du cadrage initial, qui garantit une parfaite compr\u00e9hension des enjeux business, au suivi continu des performances pour maintenir la pertinence et l\u2019efficacit\u00e9 des mod\u00e8les d\u00e9ploy\u00e9s.<\/p><p>La cl\u00e9 de la r\u00e9ussite r\u00e9side dans une collaboration \u00e9troite entre les \u00e9quipes techniques et m\u00e9tier, car c\u2019est cette synergie qui transforme l\u2019IA en un levier op\u00e9rationnel et strat\u00e9gique. Plus qu\u2019une simple technologie, l\u2019IA devient un acc\u00e9l\u00e9rateur de performance, capable de repenser en profondeur les processus et de lib\u00e9rer de nouvelles opportunit\u00e9s.<\/p><p>Alors que les entreprises font face \u00e0 des environnements de plus en plus complexes et dynamiques, notre d\u00e9marche s\u2019inscrit dans une vision durable et \u00e9volutive. Elle ne se limite pas \u00e0 r\u00e9pondre aux besoins actuels : elle pr\u00e9pare \u00e9galement vos organisations \u00e0 relever les d\u00e9fis de demain, en leur offrant des outils robustes, scalables et maintenables.<\/p><p><strong>Et vous, jusqu\u2019o\u00f9 l\u2019IA peut-elle transformer votre entreprise ?<\/strong>\u00a0\u00cates-vous pr\u00eat \u00e0 industrialiser vos POC ? Que vous soyez au d\u00e9but de votre r\u00e9flexion ou pr\u00eat \u00e0 lancer \u00e0 l\u2019\u00e9chelle, nous pouvons vous accompagner \u00e0 chaque \u00e9tape. Ensemble, donnons \u00e0 vos donn\u00e9es le pouvoir de faire la diff\u00e9rence.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45f701f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"45f701f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/contact\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contactez-nous<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d16426c e-flex e-con-boxed e-con e-parent\" data-id=\"d16426c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div 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https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode.webp 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">AI Act 2026 : Ce qui a chang\u00e9 depuis janvier et comment s\u00e9curiser sa trajectoire de conformit\u00e9 ?<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element 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elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">IA souveraine : un enjeu business, r\u00e9glementaire et strat\u00e9gique pour les entreprises fran\u00e7aises<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" 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class=\"elementor-element elementor-element-4424933 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"4424933\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explorer nos actualit\u00e9s<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In a world where artificial intelligence (AI) is establishing itself as an unavoidable driver of transformation, the success of AI projects relies primarily on solid foundations. Building on over 50 successful AI transformation projects, JEMS has acquired expertise and skills in this area. <\/p>","protected":false},"author":4,"featured_media":13931,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[15],"tags":[],"class_list":["post-13926","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>R\u00e9ussir son projet IA : La m\u00e9thodologie en 5 piliers - JEMS<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez la m\u00e9thodologie JEMS pour r\u00e9ussir vos projets IA, avec nos 5 piliers pour industrialiser vos solutions et garantir un ROI durable.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.jems-group.com\/en\/news\/successfully-completing-your-ai-project-the-5-pillar-methodology\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\u00e9ussir son projet IA : La m\u00e9thodologie en 5 piliers - 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