{"id":11400,"date":"2022-06-10T09:00:21","date_gmt":"2022-06-10T07:00:21","guid":{"rendered":"https:\/\/www.sage.com\/fr-fr\/blog\/?p=11400"},"modified":"2026-02-05T14:14:09","modified_gmt":"2026-02-05T13:14:09","slug":"maintenance-predictive-industrie","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-fr\/blog\/maintenance-predictive-industrie\/","title":{"rendered":"Industrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive"},"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\tIndustrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive\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 \"><time class=\"entry-date published\" datetime=\"2022-06-10T09:00:21+02:00\">10 juin 2022<\/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=\"Industrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-fr\/blog\/maintenance-predictive-industrie\/\"\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\/christopheadam\/\">\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\/2024\/07\/Christophe-Adam-350x350.jpg\" class=\"entry-author__image\" alt=\"Christophe Adam\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/07\/Christophe-Adam-350x350.jpg 350w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/07\/Christophe-Adam-768x768.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/07\/Christophe-Adam.jpg 800w\" sizes=\"auto, (max-width: 40px) 100vw, 40px\" \/>\t\t\t\t<span class=\"entry-author__name\">Christophe Adam<\/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>Capter les signaux faibles d\u2019usure ou de dysfonctionnement des \u00e9quipements pour pouvoir lancer des r\u00e9parations au bon moment et ainsi \u00e9viter des pannes, voici la promesse de la maintenance pr\u00e9dictive. Et \u00e7a marche ! On estime que la maintenance pr\u00e9dictive \u2013 qui combine des capteurs connect\u00e9s, des algorithmes d\u2019IA, du big data et un syst\u00e8me de gestion de maintenance automatis\u00e9e par ordinateur \u2013 permettrait de r\u00e9duire de moiti\u00e9 les arr\u00eats de production et d\u2019abaisser les co\u00fbts de maintenance de 10 \u00e0 40 %.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-les-differentes-strategies-de-maintenance\">Les diff\u00e9rentes strat\u00e9gies de maintenance<\/h2>\n\n\n\n<p>En mati\u00e8re de maintenance, il est possible d\u2019adopter trois grandes strat\u00e9gies. La premi\u00e8re, c\u2019est d\u2019<strong>attendre qu\u2019un \u00e9quipement tombe en panne pour le r\u00e9parer ou le remplacer<\/strong> : c\u2019est ce que l\u2019on appelle la <strong>maintenance corrective<\/strong>. Son grand \u00e9cueil ? Il est impossible de savoir o\u00f9 et quand le probl\u00e8me va survenir, ni de stocker des pi\u00e8ces de rechange pour toutes les machines. On court donc le risque, lorsque le probl\u00e8me survient, de paralyser l\u2019ensemble de la ligne de production, ce qui peut co\u00fbter tr\u00e8s cher.<\/p>\n\n\n\n<p>La seconde strat\u00e9gie, c\u2019est de <strong>planifier des contr\u00f4les et des op\u00e9rations de maintenance<\/strong> \u00e0 intervalles pr\u00e9cis sur des \u00e9quipements cibl\u00e9s, pour pr\u00e9venir autant que possible les pannes. Ce type de maintenance, dite <strong>pr\u00e9ventive<\/strong>, intervient en amont et vise \u00e0 \u00e9viter les dysfonctionnements. Mais les pi\u00e8ces ou \u00e9quipements remplac\u00e9s de mani\u00e8re pr\u00e9ventive auraient peut-\u00eatre pu \u00eatre utilis\u00e9s encore longtemps sans probl\u00e8me ! Ne pourrait-on pas optimiser les choses, ne remplacer que le strict n\u00e9cessaire et juste au bon moment ?<\/p>\n\n\n\n<p>C\u2019est tout l\u2019objet de la troisi\u00e8me strat\u00e9gie, la plus performante de toutes : <strong>la maintenance pr\u00e9dictive<\/strong>. Des <strong>capteurs connect\u00e9s<\/strong> (infrarouges, acoustiques ou de vibrations) sont install\u00e9s et calibr\u00e9s sur tous les \u00e9quipements cl\u00e9s. Ils permettent de <strong>suivre en temps r\u00e9el, sur un logiciel d\u00e9di\u00e9<\/strong>, l\u2019\u00e9tat des machines pour \u00e9viter les pannes et d\u00e9terminer le moment o\u00f9 la maintenance sera n\u00e9cessaire. D\u00e8s que les param\u00e8tres relev\u00e9s par ces capteurs s\u2019\u00e9cartent de la norme, une alerte appara\u00eet sur le logiciel de gestion de maintenance automatis\u00e9e par ordinateur (GMAO), qui dans l\u2019id\u00e9al est partag\u00e9 et distant. Les collaborateurs concern\u00e9s peuvent alors d\u00e9cider de lancer, ou non, une op\u00e9ration de maintenance.<\/p>\n\n\n\n<p>Il est possible d\u2019aller encore plus loin dans la maintenance pr\u00e9dictive en utilisant des <strong>algorithmes de <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/machine-learning-definition\/\">machine learning<\/a><\/strong>. Dans la masse de donn\u00e9es recueillie par les capteurs, ces algorithmes sont capables de d\u00e9tecter des signaux faibles indicatifs d\u2019un probl\u00e8me \u00e0 venir, que m\u00eame un expert ne saurait voir. L\u2019<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/intelligence-artificielle-ia-definition\/\"><strong>intelligence artificielle<\/strong><\/a> permet d\u2019atteindre un degr\u00e9 sup\u00e9rieur de fiabilit\u00e9 de vos \u00e9quipements.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-les-nombreux-benefices-de-la-maintenance-predictive\">Les nombreux b\u00e9n\u00e9fices de la maintenance pr\u00e9dictive<\/h2>\n\n\n\n<p>M\u00eame si la mise en place initiale d\u2019un syst\u00e8me de maintenance pr\u00e9dictive peut s\u2019av\u00e9rer co\u00fbteuse (installation de capteurs, d\u00e9ploiement d\u2019IA\u2026), le retour sur investissement est grand.<\/p>\n\n\n\n<p>La maintenance pr\u00e9dictive permet en effet de r\u00e9aliser d\u2019<strong>importantes \u00e9conomies<\/strong>, notamment parce que :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>les cha\u00eenes de production paralys\u00e9es par une panne impr\u00e9vue, c\u2019est fini (ou presque) ;<\/li>\n\n\n\n<li>le nombre de pannes est fortement r\u00e9duit ;<\/li>\n\n\n\n<li>les interventions de maintenance sont \u00e0 la fois plus pertinentes et plus rares (ce qui permet, par ailleurs, de r\u00e9duire le risque d\u2019accident pour les op\u00e9rateurs et techniciens) ;<\/li>\n\n\n\n<li>la dur\u00e9e de vie des \u00e9quipements est rallong\u00e9e ;<\/li>\n\n\n\n<li>il n\u2019est plus n\u00e9cessaire de garder en stock des pi\u00e8ces d\u00e9tach\u00e9es en quantit\u00e9 pour palier \u00e0 toute \u00e9ventualit\u00e9.<\/li>\n<\/ul>\n\n\n\n<p>Notez que pour tirer le meilleur parti de votre syst\u00e8me de maintenance pr\u00e9dictive, il est essentiel que la communication entre les diff\u00e9rents acteurs de la cha\u00eene de maintenance soit fluide et facilit\u00e9e.<\/p>\n\n\n\n<p>Ces contenus pourraient \u00e9galement vous int\u00e9resser :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/industrie-reprenez-le-controle-de-votre-business\/\">Industrie : reprenez le contr\u00f4le de votre business et r\u00e9alisez vos ambitions<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/industrie-secteur-en-quete-de-renouveau-guide\/\">Notre guide : L\u2019industrie : un secteur bouscul\u00e9 en qu\u00eate de renouveau<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/plan-de-decarbonation-industrie\/\">La d\u00e9carbonation de l\u2019industrie : un plan ambitieux<\/a><\/li>\n<\/ul>\n\n\n\n<p>Sources :<br>\n<em>The Internet of Things: mapping the value beyond the hype, MCKinsey Global Institute<\/em><\/p>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner\">\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-de-production-gpao\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tGestion de production &#8211; GPAO\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-29783 post type-post status-publish format-standard has-post-thumbnail hentry category-guides-et-modeles-gratuits tag-facture-electronique tag-ia-digitalisation business_type-artisans-et-petites-entreprises business_type-petites-et-moyennes-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-1297061487-1440x810.jpg\" class=\"card-post__image\" alt=\"gestion financi\u00e8re restauration multisites\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1297061487-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1297061487-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1297061487-1440x810.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<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<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-05-13T20:05:56+02:00\">13 mai 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\">3 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\/guide-gestion-financiere-restauration-multisites\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tGuide : Gestion financi\u00e8re restauteurs et traiteurs multisites\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\tHausse des co\u00fbts, pression sur les marges, multi-sites, facture \u00e9lectronique\u2026 Les groupes de restauration doivent reprendre le contr\u00f4le de leur gestion financi\u00e8re. D\u00e9couvez notre guide&#8230;\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-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\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/connectee-a-100-des-donnees-contextuelles-ia-universelle\/\"\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-1397606538-684x384.jpg\" class=\"card-post__image\" alt=\"IA Sage donn\u00e9es contextuelles\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1397606538-684x384.jpg 684w, 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-1397606538-1215x810.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=\"2026-05-13T18:44:37+02:00\">13 mai 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\tConnect\u00e9e \u00e0 100 % des donn\u00e9es contextuelles\u00a0: vers une IA universelle\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-29718 post type-post status-publish format-standard has-post-thumbnail hentry category-legal-et-reglementation tag-comptabilite tag-facture-electronique 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\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/calendrier-facture-electronique\/\"\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-1478370853-684x384.jpg\" class=\"card-post__image\" alt=\"Calendrier 2026-2027 de la facture \u00e9lectronique | Sage Advice France\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478370853-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478370853-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478370853-1215x810.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=\"2026-05-04T12:20:16+02:00\">4 mai 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\tCalendrier de la facture \u00e9lectronique : dates \u00e0 retenir et obligations\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-29692 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-erp tag-facture-electronique 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\/plateforme-agreee-facture-electronique-industrie-impacts\/\"\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_Discrete-Mfg-Appliances_0814-684x384.jpg\" class=\"card-post__image\" alt=\"Utilisation d\u2019une plateforme agr\u00e9\u00e9e dans les secteurs industriels sp\u00e9cialis\u00e9s\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Discrete-Mfg-Appliances_0814-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Discrete-Mfg-Appliances_0814-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2024\/10\/BrandShoot-LND_June2024_Discrete-Mfg-Appliances_0814-1214x810.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=\"2026-04-30T10:00:00+02:00\">30 avril 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\tPlateforme agr\u00e9\u00e9e : un choix structurant aux multiples impacts pour l\u2019industrie\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-29572 post type-post status-publish format-standard has-post-thumbnail hentry category-croissance-et-strategie-clients tag-btp-batiment tag-erp tag-ia-digitalisation business_type-petites-et-moyennes-entreprises industry-btp\"\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-btp-rentabilite-chantiers\/\"\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\/2025\/08\/Mar2025_Construction-Commerical_0229-684x384.jpeg\" class=\"card-post__image\" alt=\"ERP BTP : comment am\u00e9liorer la rentabilit\u00e9 des chantiers ?\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0229-684x384.jpeg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0229-768x512.jpeg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0229-1214x810.jpeg 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=\"2026-04-16T11:06:13+02:00\">16 avril 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\">5 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 BTP : comment am\u00e9liorer la rentabilit\u00e9 des chantiers ?\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>Capter les signaux faibles d\u2019usure ou de dysfonctionnement des \u00e9quipements pour pouvoir lancer des r\u00e9parations au bon moment et ainsi \u00e9viter des pannes, voici la promesse de la maintenance pr\u00e9dictive. Et \u00e7a marche ! On estime que la maintenance pr\u00e9dictive \u2013 qui combine des capteurs connect\u00e9s, des algorithmes d\u2019IA, du big data et un syst\u00e8me [&hellip;]<\/p>\n","protected":false},"author":710,"featured_media":11401,"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,"footnotes":""},"categories":[16],"tags":[433,224,842],"business_type":[9],"lilypad":[],"context":[],"industry":[24],"persona":[35,34,870],"imagine_tag":[728,714,462,464],"coauthors":[906],"class_list":["post-11400","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalisation-et-tendances","tag-gestion-de-production-gpao","tag-ia-digitalisation","tag-intelligence-artificielle","business_type-petites-et-moyennes-entreprises","industry-industrie"],"sage_meta":{"region":"fr-fr","author_name":"Christophe Adam","featured_image":"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/06\/industrie-maitrisez-vos-couts-et-vos-process-grace-a-la-maintenance-predictive.jpg","imagine_tags":{"728":"DAF - DSI","714":"Dirigeant de PME","462":"Grandes Entreprises","464":"Indutstrie"}},"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\/11400","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\/710"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/comments?post=11400"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/11400\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media\/11401"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media?parent=11400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/categories?post=11400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/tags?post=11400"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/business_type?post=11400"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/lilypad?post=11400"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/context?post=11400"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/industry?post=11400"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/persona?post=11400"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/imagine_tag?post=11400"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/coauthors?post=11400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}