{"id":14169,"date":"2024-03-28T15:16:07","date_gmt":"2024-03-28T14:16:07","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=14169"},"modified":"2026-04-23T16:16:21","modified_gmt":"2026-04-23T14:16:21","slug":"data-mesh-or-data-centric-what-strategy-for-your-ai","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/en\/actualites\/data-mesh-ou-data-centric-quelle-strategie-pour-votre-ia\/","title":{"rendered":"Data Mesh or Data-Centric: Which Strategy for your AI?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14169\" class=\"elementor elementor-14169\" 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:\/\/dev.jems-group.com\/\">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\">Data Mesh ou Data Centric : Quelle strat\u00e9gie pour votre IA ?<\/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>28 March 2024<\/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>Pour g\u00e9n\u00e9rer des cas d\u2019usages \u00ab\u00a0m\u00e9tier\u00a0\u00bb \u00e0 partir de la donn\u00e9e, il existe plusieurs strat\u00e9gies. On parle de\u00a0<em>Data Mesh<\/em>,\u00a0<em>Data Driven<\/em>\u00a0ou encore de\u00a0<em>Data Centric<\/em>. Mais quelle approche viser ? Si l\u2019approche\u00a0<em>Data Centric<\/em>\u00a0reste la plus pertinente, elle est enti\u00e8rement compl\u00e9mentaire de l\u2019approche\u00a0<em>Data Mesh<\/em>. Interview crois\u00e9e avec deux experts data chez JEMS.<\/strong><\/p><p>\u00a0<\/p><p><strong><u>Bonjour messieurs, est ce que vous pouvez vous pr\u00e9senter ?<br \/><\/u><\/strong><\/p><p><strong>Pascal DURY :\u00a0<\/strong>Je suis vice-pr\u00e9sident charg\u00e9 des questions de data management et de gouvernance. J\u2019accompagne nos clients sur tout ce qui est d\u00e9termination des organisations autour de la gouvernance de la donn\u00e9e.<\/p><p><strong>Anthony LIBOR : \u00a0<\/strong>Bonjour, je suis vice-pr\u00e9sident autour des offres IA et Analytics et j\u2019aide nos clients dans le cadre de leur transformation SI et Data, pour servir leurs nouveaux usages autour de la donn\u00e9e.<\/p>\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=\"768\" height=\"458\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/strategie-data-mesh-ou-centric.webp\" class=\"attachment-medium_large size-medium_large wp-image-14173\" alt=\"strat\u00e9gie data mesh ou centric\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/strategie-data-mesh-ou-centric.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/strategie-data-mesh-ou-centric-300x179.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/strategie-data-mesh-ou-centric-18x12.webp 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-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><strong><u>Pourriez-vous nous rappeler la diff\u00e9rence entre\u00a0<em>Data Mesh<\/em>\u00a0et\u00a0<em>Data Centric<\/em>\u00a0?<\/u><\/strong><\/p><p><strong>Anthony<\/strong><strong>\u00a0:\u00a0<\/strong>L\u2019approche\u00a0<em>Data Mesh<\/em>, c\u2019est un d\u00e9coupage d\u2019une data platform par domaine m\u00e9tier. C\u2019est tr\u00e8s utile dans les grosses organisations o\u00f9 l\u2019on est oblig\u00e9 d\u2019avoir une approche it\u00e9rative, et o\u00f9 on est tir\u00e9 par les cas d\u2019usage m\u00e9tier. Le\u00a0<em>Data Mesh<\/em>\u00a0favorise la distribution des responsabilit\u00e9s puisqu\u2019en face d\u2019un domaine de donn\u00e9e, on va pouvoir d\u00e9finir des propri\u00e9taires et des processus. L\u2019approche\u00a0<em>Data Centric<\/em>\u00a0vient en compl\u00e9ment.<\/p><p><strong>Pascal :<\/strong>\u00a0Pour compl\u00e9ter ce que ce que dit Anthony,\u00a0<em>le Data Mesh<\/em>, reprend les \u00e9l\u00e9ments de la conception\u00a0<em>Domain Driven Design<\/em>. Ce n\u2019est pas nouveau, c\u2019est un rebranding de choses qui existent depuis quelques ann\u00e9es d\u00e9j\u00e0 \u00e0 savoir identifier les donn\u00e9es et les organiser selon une vision en domaine o\u00f9 chaque domaine est responsable de son p\u00e9rim\u00e8tre (RH, marketing production, etc.).<\/p><p><strong>\u00a0<\/strong><\/p><p><strong><u>Qu\u2019est-ce qu\u2019une approche\u00a0<em>Data Centric<\/em>\u00a0?<\/u><\/strong><\/p><p><strong>Pascal :<\/strong>\u00a0L\u2019approche\u00a0<em>Data Centric<\/em>\u00a0consid\u00e8re que la donn\u00e9e n\u2019est pas qu\u2019un consommable, mais un actif de l\u2019entreprise. Elle consid\u00e8re que chaque entreprise poss\u00e8de un asset data r\u00e9utilisable et ind\u00e9pendant des usages pour lesquels il est destin\u00e9. Elle vise \u00e0 standardiser l\u2019information pour qu\u2019elle puisse servir toutes les typologies d\u2019usage aussi autour de la donn\u00e9e, les tableaux de bords, les performances, l\u2019usage de pr\u00e9diction avec l\u2019IA etc..<\/p>\t\t\t\t\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><strong><u>Faut-il avoir une approche\u00a0<em>Data Mesh<\/em>\u00a0puis\u00a0<em>Data Centric<\/em>\u00a0ou l\u2019inverse\u00a0?<\/u><\/strong><\/p><p><strong>Pascal\u00a0<\/strong><strong>:\u00a0<\/strong>Les deux sont compl\u00e9mentaires. Je m\u2019explique : dans la terminologie JEMS \u00eatre\u00a0<em>Data Driven<\/em>, c\u2019est prendre des d\u00e9cisions dirig\u00e9es par la donn\u00e9e ; je prends des donn\u00e9es \u00e0 leur source, je les applique pour mon cas d\u2019usage et je les consomme. Et je referais la m\u00eame chose demain pour un autre cas d\u2019usage.\u00a0C\u2019est bien mais inefficace sur du long terme car on consid\u00e8re la donn\u00e9e comme un consommable pas comme un actif clef de l\u2019entreprise. Si vous adoptez une approche\u00a0<em>Data Mesh\u00a0<\/em>sans avoir d\u2019approche<em>\u00a0Data Centric<\/em>, les limitations seront les m\u00eames.<\/p><p><u>Il faut donc \u00eatre\u00a0<em>Data Centric<\/em>\u00a0puis\u00a0<em>Data Mesh<\/em>\u00a0et \u00e9viter un maximum l\u2019approche consum\u00e9riste\u00a0<em>Data Driven<\/em><\/u>.<\/p><p>On cr\u00e9e l\u2019asset data qui sera ensuite consomm\u00e9 dans les usages par nature plus ou moins organis\u00e9s en domaines.\u00a0Si votre asset data est \u00e9norme, avoir une seule \u00e9quipe pour le g\u00e9rer devient tr\u00e8s difficile et on va perdre en agilit\u00e9. On va donc distribuer l\u2019asset dans les diff\u00e9rents domaines. On aura des objets qui seront transverses entre un ou deux domaines, voire entre tous les domaines, et d\u2019autres qui seront mono-domaines : c\u2019est l\u2019approche\u00a0<em>Data Mesh.<\/em><\/p><p><strong>Anthony :<\/strong>\u00a0Je ne suis pas tout \u00e0 fait d\u2019accord.\u00a0 Quand on construit une data platform on est forc\u00e9ment driv\u00e9 par les cas d\u2019usage issus des m\u00e9tiers.\u00a0 Pour des raisons de financement principalement. On va organiser la donn\u00e9e tel qu\u2019on le fait de mani\u00e8re habituelle, par couche en suivant une organisation par domaine m\u00e9tier. C\u2019est donc similaire \u00e0 l\u2019approche\u00a0<em>Data Mesh<\/em>\u00a0!<\/p><p>En revanche, il faut faire cet effort de capitalisation tout de suite pour penser des objets qui auront le maximum de r\u00e9utilisabilit\u00e9, et qui pourront \u00eatre eux-m\u00eames enrichis par d\u2019autres domaines. Et l\u00e0 oui je te rejoins : il faut avoir une approche D<em>ata Centric<\/em>\u00a0d\u00e8s le d\u00e9part, c\u2019est la meilleure strat\u00e9gie possible.<\/p><p>\u00a0<\/p><p><strong><u>En termes de co\u00fbt quelle est la meilleure approche ?<\/u><\/strong><u><br \/><\/u><strong><br \/>Pascal :\u00a0<\/strong>Alors, il y aura un surco\u00fbt de passer du\u00a0<em>Data Mesh<\/em>, puis\u00a0<em>Data Centric<\/em>. Un surco\u00fbt qui est le m\u00eame que quand on passe de\u00a0<em>Data Driven<\/em>\u00a0au\u00a0<em>Data Centric<\/em>, c\u2019est la m\u00eame chose.<\/p><p>On a des exemples d\u2019entreprises qui ont eu cette d\u00e9marche et s\u2019apercevaient qu\u2019\u00e0 long terme, l\u2019approche\u00a0<em>Data Driven<\/em>\u00a0ne convenait pas et qui ont repris toute leur architecture de donn\u00e9es. Je pense \u00e0 Renault qui a reconstruit tout son architecture de donn\u00e9es sur une approche de\u00a0<em>Data Centric<\/em>\u00a0\u00e0 partir de laquelle ils construisent leur\u00a0<em>Data Products.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df2b280 elementor-widget elementor-widget-image\" data-id=\"df2b280\" 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 decoding=\"async\" width=\"768\" height=\"557\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/interview-data-centric.webp\" class=\"attachment-medium_large size-medium_large wp-image-14171\" alt=\"interview data centric\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/interview-data-centric.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/interview-data-centric-300x218.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2024\/03\/interview-data-centric-18x12.webp 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-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><strong><u>Quel dernier conseil pourriez-vous donner\u00a0?<\/u><\/strong><\/p><p><strong>Pascal:<\/strong>\u00a0<strong>Le\u00a0<em>Data Mesh<\/em>\u00a0exige de poser les bases solides d\u2019une gouvernance de la donn\u00e9e<\/strong>. Dire que les m\u00e9tiers prennent la responsabilit\u00e9 de s\u2019organiser comme ils le veulent, c\u2019est planter les graines de l\u2019anarchie au sein du syst\u00e8me data. Dans 3 ans, on reviendra en arri\u00e8re parce que \u00e7a ne marche pas.<\/p><p>Le\u00a0<em>Data Mesh<\/em>, c\u2019est l\u2019application d\u2019une gouvernance f\u00e9d\u00e9r\u00e9e. Gouvernance f\u00e9d\u00e9r\u00e9e, \u00e7a veut dire qu\u2019au niveau central, on d\u00e9finit un cadre, les r\u00e8gles du jeu\u00a0: ce qu\u2019on peut faire et tout ce qu\u2019on n\u2019a pas le droit de faire. Une fois d\u00e9finies, les domaines utilisent ces r\u00e8gles et appliquent celles qui les concernent, adaptent certaines \u00e0 leurs sp\u00e9cificit\u00e9s et on a quelque chose qui va fonctionner. C\u2019est fondamental.<\/p><p><strong>Anthony<\/strong><strong>:\u00a0\u00a0<\/strong>La tendance d\u2019\u00e9volution des SI, avec l\u2019apparition des architectures de Microservices c\u2019est de s\u2019inscrire dans une d\u00e9marche de modularit\u00e9 et d\u2019\u00e9l\u00e9mentarit\u00e9 des composants qu\u2019on met en place pour servir des usages type comme l\u2019IA ou des applications digitales qui vont consommer des donn\u00e9es issues de plateformes data.<\/p><p>Mon conseil, c\u2019est de s\u2019inscrire dans une vision marketplace du patrimoine de donn\u00e9es, o\u00f9 l\u2019on va construire des comptoirs de donn\u00e9es, modulaires, qui vont servir ces usages.<br \/>Mais pour avoir le meilleur\u00a0<em>Time to Market<\/em>, il faut faire ce travail de capitalisation et de r\u00e9utilisabilit\u00e9 de l\u2019asset en d\u00e9terminant les bons objets d\u2019entreprises.<\/p><blockquote><p><strong><em><br \/>\u00ab\u00a0<\/em><\/strong><em>Le\u00a0<\/em><em>produit a une dur\u00e9e de vie limit\u00e9e. Votre asset data n\u2019en a pas, il est immortel.\u00a0\u00bb<\/em><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbdaa15 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"fbdaa15\" 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\/expertises\/\" 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\">Explorer nos expertises<\/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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type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" 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-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp\" class=\"attachment-large size-large wp-image-13367\" alt=\"IA Act m\u00e9thode\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-300x168.webp 300w, 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 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\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/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\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12775 post-12775 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" 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-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"419\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp\" class=\"attachment-large size-large wp-image-12778\" alt=\"PAC RADAR JEMS 2026\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-300x157.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-768x402.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-18x9.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026.webp 1200w\" 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\/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\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span 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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\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">Index Egapro : JEMS obtient la note de 95\/100 pour 2026<\/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\" href=\"https:\/\/www.jems-group.com\/en\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/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\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div 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>To generate \u00abbusiness\u00bb use cases from data, there are several strategies. We talk about Data Mesh, Data Driven or even Data Centric. But which approach should you aim for? While the Data Centric approach remains the most relevant, it is entirely complementary to the Data Mesh approach. A joint interview with two data experts at JEMS.<\/p>","protected":false},"author":4,"featured_media":14174,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[21],"tags":[],"class_list":["post-14169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-fr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Mesh ou Data Centric : Quelle strat\u00e9gie pour votre IA ? - JEMS<\/title>\n<meta name=\"description\" content=\"Data Mesh ou Data Centric ? 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