{"id":9175,"date":"2021-03-11T12:07:25","date_gmt":"2021-03-11T11:07:25","guid":{"rendered":"https:\/\/www.sage.com\/fr-fr\/blog\/?p=9175"},"modified":"2026-02-05T14:26:54","modified_gmt":"2026-02-05T13:26:54","slug":"realite-augmentee-levier-efficacite-pour-entrepot","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-fr\/blog\/realite-augmentee-levier-efficacite-pour-entrepot\/","title":{"rendered":"La r\u00e9alit\u00e9 augment\u00e9e : un levier d\u2019efficacit\u00e9 en entrep\u00f4t"},"content":{"rendered":"<header class=\"entry-header has-dark-background-color entry-header--has-illustration entry-header--has-illustration--generic\">\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\tLa r\u00e9alit\u00e9 augment\u00e9e : un levier d\u2019efficacit\u00e9 en entrep\u00f4t\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\t\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>\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=\"2021-03-11T12:07:25+01:00\">11 mars 2021<\/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=\"La r\u00e9alit\u00e9 augment\u00e9e : un levier d\u2019efficacit\u00e9 en entrep\u00f4t\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-fr\/blog\/realite-augmentee-levier-efficacite-pour-entrepot\/\"\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\/oliviergoupil\/\">\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\/2020\/10\/Goupil-Olivier_350x350.jpg\" class=\"entry-author__image\" alt=\"Goupil-Olivier\" \/>\t\t\t\t<span class=\"entry-author__name\">Olivier Goupil<\/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\">Objets connect\u00e9s, environnements virtualis\u00e9s ou encore assistance vocale : l\u2019introduction de la r\u00e9alit\u00e9 augment\u00e9e permet de consid\u00e9rablement am\u00e9liorer l\u2019efficacit\u00e9 des processus logistiques. Visite guid\u00e9e de ces entrep\u00f4ts 4.0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Stockages, mouvements, respect des d\u00e9lais, de la qualit\u00e9 et des co\u00fbts\u2026 Les contraintes sont nombreuses en mati\u00e8re de logistique. Dans l\u2019ensemble de la supply chain, les op\u00e9rations en entrep\u00f4t constituent pr\u00e8s de 20 % des co\u00fbts globaux, selon Dynabook \/ Toshiba, dont 50 \u00e0 65&nbsp;% sont li\u00e9s aux t\u00e2ches de collecte. Face \u00e0 ces constats, l\u2019utilisation de la r\u00e9alit\u00e9 augment\u00e9e par les op\u00e9rateurs permet de r\u00e9duire les erreurs de manutention (jusqu\u2019\u00e0 40 %), et d\u2019augmenter l\u2019efficacit\u00e9 globale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-realite-augmentee-au-service-des-operateurs\">La r\u00e9alit\u00e9 augment\u00e9e : au service des op\u00e9rateurs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&nbsp;<\/strong>Dans un entrep\u00f4t, la <strong>r\u00e9alit\u00e9 augment\u00e9e<\/strong> englobe l\u2019ensemble des interactions entre un lieu et des \u00e9l\u00e9ments virtuels (informations, infographies, images fixes ou anim\u00e9es en 3D \/ 2D) qui compl\u00e8tent la connaissance et facilitent les gestes des op\u00e9rateurs. Ces informations \u201caugment\u00e9es\u201d s\u2019affichent au travers de syst\u00e8mes embarqu\u00e9s ou <strong>d\u2019objets intelligents<\/strong> tels que lunettes, gants, montres, scanners bracelets&#8230; Leur objectif principal consiste \u00e0 \u00ab lib\u00e9rer \u00bb les mains et l\u2019esprit de l\u2019op\u00e9rateur, en lui donnant acc\u00e8s en temps r\u00e9el, \u00e0 des pr\u00e9cisions sur les produits, les conditionnements, les emplacements, les stocks. En supprimant les anciens imprim\u00e9s et en jouant de la compl\u00e9mentarit\u00e9 entre le r\u00e9el, l\u2019op\u00e9rateur et les dispositifs virtuels, les op\u00e9rations sont plus fluides, pr\u00e9cises et s\u00fbres. La r\u00e9alit\u00e9 augment\u00e9e agit donc bien en appui des op\u00e9rateurs, pas en remplacement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-realisation-augmentee-pour-une-meilleure-gestion-des-produits\">La r\u00e9alisation augment\u00e9e, pour une meilleure gestion des produits<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&nbsp;<\/strong>Gr\u00e2ce \u00e0 des<strong> lunettes connect\u00e9es<\/strong> ou tout autre p\u00e9riph\u00e9rique dot\u00e9 d\u2019un affichage \u00ab t\u00eate haute \u00bb ou d\u2019une <strong>synth\u00e8se vocale<\/strong>, l\u2019op\u00e9rateur acc\u00e8de en temps r\u00e9el \u00e0 <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/gestion-d-entreprosage-wms-definition\/\"><strong>la capacit\u00e9 de stockage de l\u2019entrep\u00f4t<\/strong><\/a>, au nombre et \u00e0 la localisation des produits comme des espaces disponibles. Les donn\u00e9es n\u00e9cessaires \u00e0 la pr\u00e9paration de commandes ou au traitement des retours s\u2019inscrivent directement dans le champ de vision, ou sont transmises vocalement. Les contr\u00f4les sont facilit\u00e9s pour s\u2019assurer que les articles sont correctement rassembl\u00e9s. Ces dispositifs augment\u00e9s ont un impact direct sur la <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/relation-client-definition-de-la-relation-client-en-entreprise\/\"><strong>relation client<\/strong><\/a> et la <strong>satisfaction client<\/strong> puisqu\u2019ils contribuent \u00e0 la r\u00e9duction des d\u00e9lais de livraison et tiennent inform\u00e9s de l\u2019avanc\u00e9e de la livraison, \u00e9tape par \u00e9tape.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-realite-augmentee-accelerateur-de-collecte-et-de-chargement\">La r\u00e9alit\u00e9 augment\u00e9e, acc\u00e9l\u00e9rateur de collecte et de chargement<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Avec la<strong> r\u00e9alit\u00e9 augment\u00e9e<\/strong>, le temps n\u00e9cessaire \u00e0 l\u2019identification des objets est r\u00e9duit. Les produits sont scann\u00e9s et enregistr\u00e9s en temps r\u00e9el, favorisant une <strong>gestion en flux tendu<\/strong> et une <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/gestion-stocks-entreprise-explication-enjeux\/\"><strong>diminution des stocks inutiles<\/strong><\/a>. De m\u00eame, le calcul d\u2019itin\u00e9raire est optimis\u00e9 selon la configuration de l\u2019entrep\u00f4t. Ainsi assist\u00e9s, les op\u00e9rateurs se montrent plus rapides et moins expos\u00e9s aux erreurs. Autre exemple, les lunettes virtuelles interviennent dans le <strong>contr\u00f4le qualit\u00e9<\/strong>. Dot\u00e9es d\u2019acc\u00e9l\u00e9rom\u00e8tre, elles permettent \u00e0 l\u2019op\u00e9rateur de confirmer la conformit\u00e9 d\u2019un produit ou d\u2019une op\u00e9ration, d\u2019un simple mouvement de t\u00eate, rendant l\u2019op\u00e9ration plus simple et rapide. Lors du chargement \u00e9galement, la <strong>r\u00e9alit\u00e9 virtuelle<\/strong> r\u00e9duit les risques de perte ou de d\u00e9t\u00e9rioration des produits par une pr\u00e9cision accrue, et facilite l\u2019entreposage \u00e0 l\u2019int\u00e9rieur des camions ou wagons. Les chargeurs sont inform\u00e9s du s\u00e9quen\u00e7age des palettes. En fin de processus, ils comparent le nombre d\u2019articles et de palettes trait\u00e9s par rapport aux objectifs initiaux. Enfin, dans les entrep\u00f4ts de grande envergure, l\u2019assistance virtuelle <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/digitaliser-formation-outils\/\"><strong>acc\u00e9l\u00e8re la formation<\/strong><\/a> et le rep\u00e9rage des op\u00e9rateurs et des conducteurs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-la-realite-augmentee-face-aux-limites-du-monde-reel\">La r\u00e9alit\u00e9 augment\u00e9e face aux limites du monde r\u00e9el<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00e9j\u00e0 utilis\u00e9e de fa\u00e7on industrielle, la<strong> r\u00e9alit\u00e9 augment\u00e9e<\/strong> reste une technologie de pointe, qui demande progr\u00e8s et ajustements.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-les-lecteurs-de-codes-a-barres\">Les lecteurs de codes \u00e0 barres<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Les lunettes de r\u00e9alit\u00e9 virtuelle montrent parfois des limites dans l\u2019identification si un code \u00e0 barres est l\u00e9g\u00e8rement ab\u00eem\u00e9. Par ailleurs, des op\u00e9rateurs peuvent ressentir une fatigue ou une g\u00eane oculaire en utilisant longuement ces lunettes. Dans ce cas, il faut en revenir \u00e0 une m\u00e9thode classique d\u2019annotation \/ validation des op\u00e9rations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-les-batteries\">Les batteries<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qui dit \u00e9quipement num\u00e9rique sans fil dit syst\u00e8me de recharge et de batterie. Les syst\u00e8mes de r\u00e9alit\u00e9 augment\u00e9e n\u2019\u00e9chappent pas \u00e0 la r\u00e8gle. Soumis \u00e0 un usage permanent, certains se d\u00e9chargent en moins d\u2019une journ\u00e9e. Ce qui obstrue le travail, et demande d\u2019investir dans des dispositifs additionnels afin d\u2019assurer la continuit\u00e9 de l\u2019activit\u00e9, par la rotation des \u00e9quipements en service et en recharge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pour aller plus loin :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/les-5-defis-de-la-gestion-dentrepot\/\">Les 5 d\u00e9fis de la gestion d\u2019entrep\u00f4t <\/a>;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/gestion-stocks-solution-digitale\/\">Gestion des stocks : pour quel outil 4.0 opter ?<\/a> ;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/strategie-rse-gestion-stocks\/\">Gestion des stocks : et si vous pensiez RSE ?<\/a><\/li>\n<\/ul>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner on-scroll-highlight__target\">\n\t\t<div class=\"single-cta__wrapper has-dark-background-color\">\n\t\t\t<div class=\"single-cta__content\">\n\t\t\t\t\t\t\t\t<h2 class=\"single-cta__title h3\">Inscrivez-vous \u00e0 la e-newsletter mensuelle<\/h2>\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"#gate-a947ade1-e692-455f-94ce-a275d72a9a11\"\n\t\t\t\t\t\tclass=\"single-cta__button button button--primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t>Je m&#039;abonne<\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"779\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2021\/05\/spreadsheets-1024x779-1.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2021\/05\/spreadsheets-1024x779-1.jpg 1024w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\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\/gestion-des-stocks\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tGestion des stocks\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\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\/intelligence-artificielle\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tIntelligence Artificielle\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-30150 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-experience-client-et-satisfaction tag-facture-electronique tag-ia-digitalisation tag-logiciel-de-gestion tag-paiement-en-ligne business_type-artisans-et-petites-entreprises business_type-petites-et-moyennes-entreprises business_type-expertise-comptable industry-btp industry-industrie industry-negoce 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=\"1215\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/07\/PhotoSAGEADVICE-1215x810.jpeg\" class=\"card-post__image\" alt=\"Arnaud Petit, DG Sage\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/07\/PhotoSAGEADVICE-684x384.jpeg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/07\/PhotoSAGEADVICE-768x512.jpeg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/07\/PhotoSAGEADVICE-1215x810.jpeg 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\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=\"2026-07-29T09:30:00+02:00\">29 juillet 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\">9 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\/facture-electronique-paiement-ia-trio-reinvente-gestion-entreprise\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tFacturation \u00e9lectronique, paiement et IA : comment ce trio va transformer la gestion des entreprises\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\tD\u00e9ployer la facturation \u00e9lectronique n\u2019est pas qu\u2019un sujet de conformit\u00e9. Connect\u00e9e aux paiements et \u00e0 l\u2019intelligence artificielle, elle est une porte vers une nouvelle dimension d\u2019automatisation des t\u00e2ches de gestion, de suivi de la tr\u00e9sorerie et d\u2019anticipation des d\u00e9cisions financi\u00e8res. Plusieurs intervenants ont accept\u00e9 l\u2019invitation de Sage, d\u00e9but juin, \u00e0 l\u2019occasion de l\u2019ouverture de ses nouveaux bureaux, pour en discuter.\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-30065 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-daf-directeur-administratif-financier tag-facture-electronique tag-ia-digitalisation business_type-artisans-et-petites-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\/intelligence-artificielle-et-fonction-finance-comment-le-role-du-daf-evolue\/\"\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_0453-684x384.jpg\" class=\"card-post__image\" alt=\"Intelligence artificielle et finance : r\u00f4le du DAF | Sage Advice France\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0453-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0453-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Financial-Services_0453-1214x810.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=\"2026-07-21T10:00:00+02:00\">21 juillet 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\tIntelligence artificielle et fonction finance : comment le r\u00f4le du DAF \u00e9volue\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-30034 post type-post status-publish format-standard has-post-thumbnail hentry category-legal-et-reglementation tag-facture-electronique tag-ia-digitalisation tag-pme-pmi business_type-artisans-et-petites-entreprises 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\/facturation-electronique-socle-ia-maitrisee\/\"\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\/2022\/04\/GettyImages-965936890-684x384.jpg\" class=\"card-post__image\" alt=\"Facturation \u00e9lectronique, socle d\u2019une IA ma\u00eetris\u00e9e\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-965936890-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-965936890-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-965936890-1440x810.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 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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=\"2026-07-01T10:00:00+02:00\">1 juillet 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\">4 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\t\u00a0La facturation \u00e9lectronique, socle d\u2019une IA ma\u00eetris\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-3 post-30016 post type-post status-publish format-standard has-post-thumbnail hentry category-guides-et-modeles-gratuits tag-comptabilite tag-daf-directeur-administratif-financier tag-ia-digitalisation tag-intelligence-artificielle tag-logiciel-de-gestion business_type-artisans-et-petites-entreprises 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\/guide-pilotage-financier-avantage-concurrentiel\/\"\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-1392324314-684x384.jpg\" class=\"card-post__image\" alt=\"Livre blanc PILOTAGE FINANCIER NOUVELLE G\u00c9N\u00c9RATION : L\u2019AVANTAGE CONCURRENTIEL 2027\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1392324314-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1392324314-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1392324314-1215x810.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<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=\"M11.988 2.989a.75.75 0 0 0-.739.761v10.689l-1.72-1.72a.75.75 0 0 0-.957-.099.75.75 0 0 0-.315.776c.031.146.104.28.211.384l3 3a.75.75 0 0 0 1.06 0l3-3a.76.76 0 0 0 .231-.533.74.74 0 0 0-.22-.538q-.108-.106-.247-.164c-.139-.058-.191-.057-.291-.056s-.198.022-.29.061-.174.097-.243.169l-1.72 1.72V3.75a.76.76 0 0 0-.22-.541.76.76 0 0 0-.542-.22zM5.75 8.5C4.24 8.5 3 9.74 3 11.25v7C3 19.76 4.24 21 5.75 21h12.5c1.51 0 2.75-1.24 2.75-2.75v-7c0-1.51-1.24-2.75-2.75-2.75h-3a.76.76 0 0 0-.537.216.74.74 0 0 0-.223.535.76.76 0 0 0 .223.535.74.74 0 0 0 .537.216h3c.699 0 1.25.551 1.25 1.25v7a1.24 1.24 0 0 1-1.25 1.25H5.75a1.24 1.24 0 0 1-1.25-1.25v-7c0-.699.551-1.25 1.25-1.25h3a.76.76 0 0 0 .537-.216.74.74 0 0 0 .223-.535.76.76 0 0 0-.223-.535.75.75 0 0 0-.537-.216z\" \/><\/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=\"2026-06-26T18:34:56+02:00\">26 juin 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\">2 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\tPilotage financier nouvelle g\u00e9n\u00e9ration : l\u2019avantage concurrentiel 2027\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-29967 post type-post status-publish format-standard has-post-thumbnail hentry category-croissance-et-strategie-clients tag-erp tag-facture-electronique tag-gestion-des-stocks tag-ia-digitalisation business_type-petites-et-moyennes-entreprises industry-industrie\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/erp-filiere-life-sciences\/\"\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-1468520185-684x384.jpg\" class=\"card-post__image\" alt=\"ERP Life Sciences : comment une fili\u00e8re sp\u00e9cialis\u00e9e accompagne les industriels de sant\u00e9\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1468520185-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1468520185-768x479.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1468520185-1297x810.jpg 1297w\" 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=\"2026-06-19T14:31:19+02:00\">19 juin 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\tERP Life Sciences : comment une fili\u00e8re sp\u00e9cialis\u00e9e accompagne les industriels de sant\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\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Objets connect\u00e9s, environnements virtualis\u00e9s ou encore assistance vocale : l\u2019introduction de la r\u00e9alit\u00e9 augment\u00e9e permet de consid\u00e9rablement am\u00e9liorer l\u2019efficacit\u00e9 des processus logistiques. Visite guid\u00e9e de ces entrep\u00f4ts 4.0. Stockages, mouvements, respect des d\u00e9lais, de la qualit\u00e9 et des co\u00fbts\u2026 Les contraintes sont nombreuses en mati\u00e8re de logistique. Dans l\u2019ensemble de la supply chain, les op\u00e9rations [&hellip;]<\/p>\n","protected":false},"author":1124,"featured_media":9176,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sage_video":false,"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":[137,224,842],"business_type":[8,9],"lilypad":[],"context":[],"industry":[24],"persona":[34,870],"imagine_tag":[451,462,464,476],"coauthors":[950],"class_list":["post-9175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalisation-et-tendances","tag-gestion-des-stocks","tag-ia-digitalisation","tag-intelligence-artificielle","business_type-artisans-et-petites-entreprises","business_type-petites-et-moyennes-entreprises","industry-industrie"],"sage_meta":{"region":"fr-fr","author_name":"Olivier Goupil","featured_image":"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2021\/03\/Kobayashi_2019_X3_EnterpriseMgmt_1131546.jpg","imagine_tags":{"451":"CRM","462":"Grandes Entreprises","464":"Indutstrie","476":"Logistique WMS"}},"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\/9175","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\/1124"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/comments?post=9175"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/9175\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media\/9176"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media?parent=9175"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/categories?post=9175"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/tags?post=9175"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/business_type?post=9175"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/lilypad?post=9175"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/context?post=9175"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/industry?post=9175"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/persona?post=9175"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/imagine_tag?post=9175"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/coauthors?post=9175"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}