{"id":29772,"date":"2026-05-13T18:44:37","date_gmt":"2026-05-13T16:44:37","guid":{"rendered":"https:\/\/www.sage.com\/fr-fr\/blog\/?p=29772"},"modified":"2026-05-13T18:45:45","modified_gmt":"2026-05-13T16:45:45","slug":"connectee-a-100-des-donnees-contextuelles-ia-universelle","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-fr\/blog\/connectee-a-100-des-donnees-contextuelles-ia-universelle\/","title":{"rendered":"Connect\u00e9e \u00e0 100 % des donn\u00e9es contextuelles\u00a0: vers une IA universelle"},"content":{"rendered":"<header class=\"entry-header has-dark-background-color entry-header--standard\">\n\t<div class=\"container\">\n\t\t<div class=\"entry-header__row row align-center\">\n\t\t\t<div class=\"col col-lg-7 col-xlg-6 entry-header__content\">\n\t\t\t\t\t\t\t<div class=\"component component-single-header\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"entry-header__misc text--subtitle text--uppercase text--small\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/categorie\/digitalisation-et-tendances\/\" class=\"entry-header__link\">Digitalisation &amp; Tendances<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"entry-title-wrapper\">\n\t\t\t\t\t<h1 class=\"entry-title\">\n\t\t\t\t\t\tConnect\u00e9e \u00e0 100 % des donn\u00e9es contextuelles : vers une IA universelle\t\t\t\t\t<\/h1>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"entry-header__description\">\n\t\t\t\t\t\tL\u2019intelligence artificielle d\u2019entreprise a su s\u2019affranchir de la plupart des contraintes et \u00e9chappe au risque d\u2019erreur (hallucinations). Un dernier pas reste cependant \u00e0 franchir pour pr\u00e9tendre \u00e0 la pleine connaissance des situations : l\u2019acc\u00e8s aux donn\u00e9es contextuelles stock\u00e9es ailleurs que dans la solution de gestion de l\u2019entreprise. Avec le connecteur universel MCP, le verrou va bient\u00f4t sauter ! \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col col-8 col-lg-4 entry-header__image\">\n\t\t\t<figure class=\"entry-header__thumbnail js-hero-section\">\n\t\t\t\t<img decoding=\"async\" width=\"1215\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538-1215x810.jpg\" class=\"entry-header__thumbnail-image\" alt=\"IA Sage donn\u00e9es contextuelles\" fetchpriority=\"high\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538-1215x810.jpg 1215w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538.jpg 1440w\" sizes=\"(max-width: 1215px) 100vw, 1215px\" \/>\t\t\t<\/figure>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t<\/div>\n\t\t<div class=\"single-post-details container\">\n\t\t<div class=\"col\">\n\t\t\t<span class=\"posted-on \">Publi\u00e9 le <time class=\"entry-date published\" datetime=\"2026-05-13T18:44:37+02:00\">13 mai 2026<\/time><\/span><span class=\"reading-time\"> min de lecture<\/span>\n\t\t<button\n\t\t\ttype=\"button\"\n\t\t\tclass=\"social-share-button button button--icon button--secondary js-social-share-button\"\n\t\t\tdata-share-title=\"Connect\u00e9e \u00e0 100 % des donn\u00e9es contextuelles\u00a0: vers une IA universelle\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-fr\/blog\/connectee-a-100-des-donnees-contextuelles-ia-universelle\/\"\n\t\t\tdata-share-text=\"Veuillez lire cet article int\u00e9ressant\"\n\t\t>\n\t\t\t<span class=\"social-share-button__share-label\">Partager<\/span>\n\t\t\t<span class=\"social-share-button__copy-label\" hidden>Copier le lien<\/span>\n\t\t\t<span class=\"social-share-button__copy-tooltip\" aria-hidden=\"true\" hidden>Copi\u00e9<\/span>\n\t\t<\/button>\n\n\t\t\t\t<\/div>\n\t<\/div>\n\t<\/header>\n\n\n\n<div class=\"wp-block-post-author has-dark-background-color alignfull\">\n\t<div class=\"container\">\n\t\t<div class=\"col\">\n\t\t\t\t\t\t\t<div class=\"co-authors\">\n\t\t\t\t\t\n\t\t<div class=\"entry-author-wrapper\">\n\t\t\t<a class=\"entry-author\" href=\"https:\/\/www.sage.com\/fr-fr\/blog\/author\/mickaelmina\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"40\" height=\"40\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/05\/Mickael-Mina-Directeur-de-la-S-e1779177610831-350x350.jpg\" class=\"entry-author__image\" alt=\"\" \/>\t\t\t\t<span class=\"entry-author__name\">Micka\u00ebl Mina<\/span>\n\t\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Les donn\u00e9es contextuelles d\u2019une entreprise sont toutes les informations utiles \u00e0 la prise de d\u00e9cision. Par exemple, les \u00e9changes par courriel avec un client. Ou l\u2019\u00e9tat des commandes dans un logiciel m\u00e9tier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aujourd\u2019hui,<strong> ces donn\u00e9es contextuelles sont dispers\u00e9es dans une multitude d\u2019applications digitales, qui constituent autant de silos d\u2019informations<\/strong>. Ce qui fait qu\u2019un agent IA ne peut acc\u00e9der qu\u2019\u00e0 une fraction limit\u00e9e de la data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Demain, avec le MCP, un agent IA comme Sage Copilot pourra se connecter facilement \u00e0 100 % des donn\u00e9es contextuelles<\/strong>. Et cela change tout&nbsp;!<\/p>\n\n\n<?xml encoding=\"utf-8\" ?><div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><ul><li><a href=\"#h-la-dispersion-des-donnees-contextuelles-un-frein-a-l-analyse-correcte-des-situations\" data-level=\"2\">La dispersion des donn&eacute;es contextuelles, un frein &agrave; l&rsquo;analyse correcte des situations<\/a><\/li><li><a href=\"#h-l-e-mcp-connecteur-universel-contre-les-silos-d-information\" data-level=\"2\">L e MCP, connecteur universel contre les silos d&rsquo;information<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-dispersion-des-donnees-contextuelles-un-frein-a-l-analyse-correcte-des-situations\"><strong>La dispersion des donn\u00e9es contextuelles, un frein \u00e0 l\u2019analyse correcte des situations<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/intelligence-artificielle-ia-definition\/\">L\u2019intelligence artificielle<\/a> de gestion, c\u2019est-\u00e0-dire l\u2019IA sp\u00e9cifiquement appliqu\u00e9e aux situations d\u2019entreprise, est d\u00e9sormais pleinement op\u00e9rationnelle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En effet, avec un agent comme <a href=\"https:\/\/www.sage.com\/fr-fr\/sage-copilot\/\">Sage Copilot<\/a> par exemple, l\u2019entreprise dispose d\u2019une IA&nbsp;:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>sp\u00e9cialement d\u00e9velopp\u00e9e pour l\u2019analyse des donn\u00e9es de gestion\u00a0;<\/li>\n\n\n\n<li>entra\u00een\u00e9e avec 40 ans de donn\u00e9es d\u2019entreprise\u00a0;<\/li>\n\n\n\n<li>int\u00e9gr\u00e9e dans les logiciels de gestion de la <a href=\"https:\/\/www.sage.com\/fr-fr\/\">gamme Sage<\/a>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Les 3 vagues de l\u2019intelligence artificielle d\u2019entreprise sont donc totalement et simplement disponibles<\/strong>, avec une <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/2026-digital-moteur-de-croissance\/\">grande fiabilit\u00e9<\/a>&nbsp;:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ex\u00e9cution automatis\u00e9e de traitements au sein du logiciel, comme la reconnaissance de caract\u00e8res\u00a0;<\/li>\n\n\n\n<li>r\u00e9ponses \u00e0 des requ\u00eates en langage naturel\u00a0: o\u00f9 en est mon chiffre d\u2019affaires en zone Ouest\u00a0?<\/li>\n\n\n\n<li>analyses multifactorielles : pourquoi mon chiffre d\u2019affaires augmente dans l\u2019Ouest et pas dans l\u2019Est\u00a0?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Or,  <strong>cette puissance de l\u2019IA est aujourd\u2019hui frein\u00e9e par l\u2019inaccessibilit\u00e9 de nombreuses donn\u00e9es contextuelles<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bien s\u00fbr, l\u2019int\u00e9gration de l\u2019agent IA dans le logiciel de gestion constitue un <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/aftral-integre-ia-a-son-erp-temoignage\/\">immense avantage<\/a>. Il a acc\u00e8s \u00e0 100 % des donn\u00e9es qui y sont stock\u00e9es et ce en permanence. C\u2019est ce qui explique la fiabilit\u00e9 des analyses propos\u00e9es, aliment\u00e9es par un maximum de donn\u00e9es contextuelles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pourtant, une grande partie de ces informations, stock\u00e9es dans les autres applications de l\u2019entreprise, ne sont pas prises en compte.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Et c\u2019est ce qui est en train de changer, gr\u00e2ce au Model Context Protocol (MCP)\u2026<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l-e-mcp-connecteur-universel-contre-les-silos-d-information\">L<strong>e MCP, connecteur universel contre les silos d\u2019information<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Aujourd\u2019hui, des solutions existent pour aller chercher les donn\u00e9es contextuelles l\u00e0 o\u00f9 elles se trouvent&nbsp;:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>mettre en place un entrep\u00f4t de donn\u00e9es<\/strong>, o\u00f9 d\u00e9verser toute la data de l\u2019entreprise\u00a0; mais ce processus ETL (Extract, Transform, Load)\u00a0est co\u00fbteux et rigide, incompatible avec la souplesse requise des organisations\u00a0;<\/li>\n\n\n\n<li><strong>d\u00e9velopper une interface entre l\u2019agent IA et chaque application importante de l\u2019entreprise<\/strong>\u00a0; alors qu\u2019elle fonctionne en moyenne avec pr\u00e8s d\u2019une centaine d\u2019applications, cela para\u00eet \u00e9galement peu r\u00e9aliste.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Fallait-il se r\u00e9signer \u00e0 disposer d\u2019une super intelligence sous-aliment\u00e9e&nbsp;? Non&nbsp;! Car <strong>le Model Context Protocol d\u00e9passe la difficult\u00e9&nbsp;!<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De quoi s\u2019agit-il&nbsp;? Un peu \u00e0 l\u2019image du connecteur USB-C pour les appareils, le MCP est un connecteur universel. D\u00e8s lors, <strong>un agent IA \u00e9quip\u00e9 du connecteur MCP a le pouvoir d\u2019interagir avec toutes les donn\u00e9es contextuelles de l\u2019entreprise<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La seule exigence, c\u2019est que les applications qu\u2019elle utilise soient elles-m\u00eames compatibles avec ce connecteur. C\u2019est comme pour l\u2019USB-C. Le principe ne fonctionne qu\u2019avec les \u00e9quipements de derni\u00e8re g\u00e9n\u00e9ration, \u00e9quip\u00e9s d\u2019un port USB-C.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Donc, <strong>un agent IA en prise avec toutes les donn\u00e9es contextuelles de l\u2019entreprise&nbsp;: ce n\u2019est pas tout \u00e0 fait pour aujourd\u2019hui. Mais c\u2019est clairement pour demain&nbsp;!<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<section class=\"wp-block-sage-container is-constrained is-style-jade\"><div class=\"sage-container__inner\">\n<p class=\"wp-block-paragraph\">En conclusion, <strong>le MCP pr\u00e9pare la 4<sup>e<\/sup> vague de l\u2019IA d\u2019entreprise,<\/strong> avec 100 % des donn\u00e9es contextuelles prises en compte. Sage a bien s\u00fbr pris le tournant MCP, mais aussi tout son \u00e9cosyst\u00e8me.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Demain, non seulement les logiciels Sage, mais aussi toutes les applications d\u00e9velopp\u00e9es autour des solutions, fonctionneront en toute intelligence\u00a0!<\/strong><\/p>\n<\/div><\/section>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<section class=\"wp-block-sage-container is-constrained is-style-bordered\"><div class=\"sage-container__inner\">\n<p class=\"wp-block-paragraph\"><strong>Tout savoir sur le <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/mcp-model-context-protocol\/\">Model Context Protocol<\/a> (MCP)<\/strong><\/p>\n<\/div><\/section>\n\n<section class=\"more-topics alignfull has-grey-light-background-color wp-block-sage-post-topics\">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col col-12 col-lg-4\">\n\t\t\t\t<h3 class=\"more-topics__title h2\">Parcourir plus de sujets depuis cet article<\/h3>\n\t\t\t<\/div>\n\t\t\t<div class=\"col col-12 col-lg-8\">\n\t\t\t\t<ul class=\"post-tags__list\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/tag\/comptabilite\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tComptabilit\u00e9\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/tag\/donnees\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tData &#8211; stockage &#8211; collecte et traitement\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/tag\/ia-digitalisation\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tIA-Digitalisation\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<div class=\"alignfull wp-block-sage-related-posts\">\n\t<section class=\"related-posts card-grid has-dark-background-color\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t<div class=\"col\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--featured h1\">Explorez plus d&#039;articles<\/h2>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"row related-posts__featured\">\n\t\t\t\t<div class=\"col card-grid__item\">\n\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-0 post-30361 post type-post status-publish format-standard has-post-thumbnail hentry category-interviews-clients tag-comptabilite tag-temoignages-clients tag-tpe-petite-entreprise business_type-artisans-et-petites-entreprises industry-services card-post--is-clickable\"\n>\n\t<div class=\"card-post__media-wrapper\">\n\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1440\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1315440356-1440x810.jpg\" class=\"card-post__image\" alt=\"L\u2019Expresso fait l\u2019administratif le temps de boire un caf\u00e9 avec Sage\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1315440356-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1315440356-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1315440356-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"card-post__content\">\n\t\t\t\t\t<div class=\"card-post__label\">Recommand\u00e9<\/div>\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-10-16T09:43:05+02:00\">16 octobre 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">6 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h3\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\tclass=\"card-post__title-link\"\n\t\t\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/temoignage-l-expresso-bar-tabac-sage\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tAvec Sage, l\u2019\u00e9tablissement L\u2019Expresso fait son administratif le temps de boire un caf\u00e9\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\n\t\t\n\t\t\t\t\t<p class=\"card-post__description\">\n\t\t\t\tL\u2019Expresso est un bistrot-tabac-presse-jeux de quartier \u00e0 Ch\u00e2teauroux, ouvert t\u00f4t le matin et tard le soir tous les jours de la semaine. G\u00e9r\u00e9 par Lydie et Antony Charpentier, l\u2019\u00e9tablissement emploie une salari\u00e9e. Pour sa comptabilit\u00e9 et sa paie, L\u2019Expresso a choisi Sage 50 et Sage Business Cloud Paie pour une gestion rapide, simple et conforme. \nR\u00e9sultat : l\u2019administratif prend un minimum de temps, permettant \u00e0 Lydie de cumuler son r\u00f4le au caf\u00e9 avec son emploi \u00e0 la CCI de l\u2019Indre.\n\t\t\t<\/p>\n\t\t\n\t\t\t<\/div>\n\n\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"row related-posts__non-featured\">\n\t\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--more h4\">En savoir plus sur ce sujet<\/h2>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-1 post-30339 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-cabinet-expert-comptable tag-comptabilite tag-ia-digitalisation business_type-expertise-comptable industry-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/expert-comptable-ia-dernier-kilometre-sage\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0077-684x384.jpg\" class=\"card-post__image\" alt=\"Expert-comptable et IA : Sage, dernier kilom\u00e8tre de confiance\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0077-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0077-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0077-1214x810.jpg 1214w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-10-12T09:00:00+02:00\">12 octobre 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">12 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tPourquoi la valeur de l&rsquo;expert-comptable se joue-t-elle sur le \u00ab\u00a0dernier kilom\u00e8tre\u00a0\u00bb de la donn\u00e9e ?\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-2 post-30319 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-daf-directeur-administratif-financier tag-financement-et-investissement tag-ia-digitalisation business_type-petites-et-moyennes-entreprises industry-btp industry-industrie industry-negoce industry-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/ia-finance-nouveaux-metiers-confiance\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0292-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0292-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0292-512x768.jpg 512w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0292-540x810.jpg 540w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-10-07T15:38:06+02:00\">7 octobre 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">11 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tComment l\u2019intelligence artificielle red\u00e9finit les m\u00e9tiers de la finance ?\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-3 post-30265 post type-post status-publish format-standard has-post-thumbnail hentry category-gestion-financiere tag-comptabilite tag-facture-electronique tag-tva business_type-artisans-et-petites-entreprises business_type-petites-et-moyennes-entreprises business_type-expertise-comptable industry-btp industry-industrie industry-negoce industry-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/tva-facture-electronique-declaration\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1464824741-684x384.jpg\" class=\"card-post__image\" alt=\"Une jeune femme au bureau travaille sur une tablette\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1464824741-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1464824741-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1464824741-1215x810.jpg 1215w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-09-21T10:00:00+02:00\">21 septembre 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">9 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tTVA : de la facture \u00e0 la d\u00e9claration, ce que la facture \u00e9lectronique a chang\u00e9\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-4 post-30268 post type-post status-publish format-standard has-post-thumbnail hentry category-interviews-clients tag-comptabilite tag-facture-electronique tag-temoignages-clients business_type-petites-et-moyennes-entreprises industry-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/temoignage-eram-sage-x3\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media card-post__media--video\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/09\/eram-temoignage-sage-x3-article-684x384.jpg\" class=\"card-post__image\" alt=\"Le groupe Eram optimise sa facturation et sa conformit\u00e9 fiscale avec Sage X3.\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/09\/eram-temoignage-sage-x3-article-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/09\/eram-temoignage-sage-x3-article-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/09\/eram-temoignage-sage-x3-article-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__play-video\">\n\t\t\t\t\t\t<svg role=\"presentation\" aria-hidden=\"true\" focusable=\"false\" class=\"card-post__play-icon svg-icon\" width=\"28\" height=\"28\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 33 36\"><path d=\"M3.947.936C1.889 1.016 0 2.661 0 4.878v27.11c0 2.956 3.36 4.896 5.999 3.463l24.965-13.555c2.715-1.474 2.715-5.451 0-6.925L6 1.416a3.96 3.96 0 0 0-2.052-.48Zm.032 2.6c.232-.001.475.058.713.187L29.66 17.28c.986.535.986 1.774 0 2.309L4.692 33.144c-.952.517-1.999-.088-1.999-1.155V4.878c0-.533.261-.95.642-1.17.19-.11.411-.171.644-.172\" \/><\/svg>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t<svg role=\"presentation\" aria-hidden=\"true\" focusable=\"false\" width=\"24\" height=\"24\" class=\"card-post__meta-icon svg-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 24 24\"><path d=\"M5.25 3C3.74 3 2.5 4.24 2.5 5.75v12.5C2.5 19.76 3.74 21 5.25 21h14c1.51 0 2.75-1.24 2.75-2.75V5.75C22 4.24 20.76 3 19.25 3zm0 1.5h14c.699 0 1.25.551 1.25 1.25v12.5a1.24 1.24 0 0 1-1.25 1.25h-14A1.24 1.24 0 0 1 4 18.25V5.75c0-.699.551-1.25 1.25-1.25m.25.75a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5H6a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm13 0a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5h.5a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm-8.25 2.751A1.248 1.248 0 0 0 9 9.251v5.5c0 .442.231.849.613 1.074.389.231.846.237 1.239.021l5.001-2.751c.396-.219.646-.639.646-1.094s-.25-.876-.646-1.095l-.001-.001-5.002-2.751a1.25 1.25 0 0 0-.601-.153zM5.5 8.25a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5H6a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm13 0a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5h.5a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm-8 1.423L14.731 12 10.5 14.328zm-5 1.577a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5H6a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm13 0a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5h.5a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm-13 3a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5H6a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm13 0a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5h.5a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm-13 3a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5H6a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5zm13 0a.5.5 0 0 0-.5.5v.5a.5.5 0 0 0 .5.5h.5a.5.5 0 0 0 .5-.5v-.5a.5.5 0 0 0-.5-.5z\" \/><\/svg>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-09-18T14:58:10+02:00\">18 septembre 2026<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">6 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tLe groupe Eram r\u00e9alise des gains de temps et de conformit\u00e9 avec Sage X3\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>L\u2019intelligence artificielle d\u2019entreprise a su s\u2019affranchir de la plupart des contraintes et \u00e9chappe au risque d\u2019erreur (hallucinations). Un dernier pas reste cependant \u00e0 franchir pour pr\u00e9tendre \u00e0 la pleine connaissance des situations : l\u2019acc\u00e8s aux donn\u00e9es contextuelles stock\u00e9es ailleurs que dans la solution de gestion de l\u2019entreprise. Avec le connecteur universel MCP, le verrou va bient\u00f4t sauter ! <\/p>\n","protected":false},"author":1909,"featured_media":16046,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_is_cornerstone":"","_yoast_wpseo_meta-robots-noindex":"","_yoast_wpseo_meta-robots-nofollow":"","_yoast_wpseo_opengraph-title":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_opengraph-image-id":"","_yoast_wpseo_twitter-title":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_twitter-image-id":"","_yoast_wpseo_schema_page_type":"","_yoast_wpseo_schema_article_type":"","_sage_video":false,"_yoast_wpseo_focuskeywords":"","_yoast_wpseo_keywordsynonyms":"","_yoast_wpseo_primary_category":"16","sage_membership_post_content_type":"article","sage_membership_post_featured_video_id":"","sage_membership_post_video_type":"trailer","sage_membership_post_featured_video_duration":"","post_featured_image_hide":false,"sage_hide_published_date":false,"sage_hide_read_time":false,"sage_hide_share_buttons":false,"_pwl_sage_podcast_buzzsprout_src":"","footnotes":""},"categories":[16],"tags":[70,239,224],"business_type":[8,9,11],"lilypad":[],"context":[],"industry":[23,24,25,26],"persona":[34,37],"imagine_tag":[892,728,735,717,450,888],"coauthors":[1044],"class_list":["post-29772","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalisation-et-tendances","tag-comptabilite","tag-donnees","tag-ia-digitalisation","business_type-artisans-et-petites-entreprises","business_type-petites-et-moyennes-entreprises","business_type-expertise-comptable","industry-btp","industry-industrie","industry-negoce","industry-services"],"sage_meta":{"region":"fr-fr","author_name":"Micka\u00ebl Mina","featured_image":"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538.jpg","imagine_tags":{"892":"AI hub","728":"DAF - DSI","735":"d\u00e9mat\u00e9rialisation","717":"entreprise","450":"ERP","888":"Facture electronique"}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Sage Advice France","distributor_original_site_url":"https:\/\/www.sage.com\/fr-fr\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/29772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/users\/1909"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/comments?post=29772"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/29772\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media\/16046"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media?parent=29772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/categories?post=29772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/tags?post=29772"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/business_type?post=29772"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/lilypad?post=29772"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/context?post=29772"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/industry?post=29772"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/persona?post=29772"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/imagine_tag?post=29772"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/coauthors?post=29772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}