{"id":8675,"date":"2020-11-13T09:00:44","date_gmt":"2020-11-13T08:00:44","guid":{"rendered":"https:\/\/www.sage.com\/fr-fr\/blog\/?p=8675"},"modified":"2026-02-05T14:31:21","modified_gmt":"2026-02-05T13:31:21","slug":"data-centers-neutralite-carbone","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-fr\/blog\/data-centers-neutralite-carbone\/","title":{"rendered":"Les data centers en route vers la neutralit\u00e9 carbone"},"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\tLes data centers en route vers la neutralit\u00e9 carbone\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=\"2020-11-13T09:00:44+01:00\">13 novembre 2020<\/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=\"Les data centers en route vers la neutralit\u00e9 carbone\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-fr\/blog\/data-centers-neutralite-carbone\/\"\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\/pacomelesage\/\">\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\/04\/Pacome-Lesage-350x350-1.jpg\" class=\"entry-author__image\" alt=\"Pacome-Lesage\" \/>\t\t\t\t<span class=\"entry-author__name\">Pac\u00f4me Lesage<\/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>Le num\u00e9rique prend une place toujours plus importante dans notre quotidien. Nous envoyons des emails, travaillons dans des espaces collaboratifs dans le cloud, participons \u00e0 des conf\u00e9rences en ligne, \u00ab streamons \u00bb des films ou des s\u00e9ries\u2026 Dans le travail comme dans la vie personnelle, et nos besoins en connectivit\u00e9 explosent.<\/p>\n\n\n\n<p>Cette omnipr\u00e9sence a un <strong>impact environnemental<\/strong> certain. On estime que 5 \u00e0 9 %\u2060\u00b9 de la <strong>consommation \u00e9lectrique<\/strong> mondiale et 2 % de toutes les <strong>\u00e9missions de gaz \u00e0 effet de serre<\/strong> (GES) sont imputables aux technologies de l\u2019information empreinte carbone \u00e9quivalente \u00e0 celle du transport a\u00e9rien\u2060\u00b2 !<\/p>\n\n\n\n<p>Dans l\u2019imaginaire collectif, les principaux responsables dans la galaxie num\u00e9rique des \u00e9missions de GES sont les <strong>data centers<\/strong>\u00b3. Pourtant, ils ne repr\u00e9sentent qu\u2019<strong>un<\/strong> <strong>quart<\/strong> de ces \u00e9missions \u00e0 l\u2019\u00e9chelle mondiale\u2060\u2060<sup>4<\/sup>&nbsp;et seulement 14 % en France\u2060<sup>5<\/sup>. \u2060La plus grande partie des \u00e9missions de GES (47%\u2060\u2060<sup>6<\/sup>) est due aux <strong>\u00e9quipements des consommateurs<\/strong> (ordinateurs, smartphones\u2026) et 28 % sont imputables aux <strong>infrastructures r\u00e9seau<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-des-data-centers-moins-energivores-que-l-on-pourrait-le-penser\">Des data centers moins \u00e9nergivores que l\u2019on pourrait le penser<\/h2>\n\n\n\n<p>C\u2019est un fait, les data centers sont tr\u00e8s gourmands en \u00e9lectricit\u00e9. Selon les estimations, leur consommation \u00e9nerg\u00e9tique annuelle se situe entre 200 et 500 TWh\u2060\u2060<sup>7<\/sup> (par comparaison, en 2017, la France enti\u00e8re a consomm\u00e9 474 TWh\u2060\u2060<sup>8<\/sup>). Alors que la demande de <strong>services num\u00e9riques<\/strong> \u2013 streaming, <strong><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/cloud-computing-definition-du-cloud-computing\/\">cloud<\/a><\/strong>, <strong><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/blockchain-definition\/\">blockchain<\/a><\/strong>, objets connect\u00e9s\u2026 \u2013 ne fait que cro\u00eetre, et que la 5G est \u00e0 nos portes, on peut s\u2019attendre \u00e0 ce que cette consommation triple ou quadruple\u2060\u2060<sup>9<\/sup> dans la prochaine d\u00e9cennie !<\/p>\n\n\n\n<p>Un sc\u00e9nario catastrophe qui est loin de faire consensus. Dans un article publi\u00e9 dans la prestigieuse revue Science\u2060\u2060<sup>10<\/sup>, des chercheurs affirment qu\u2019entre 2010 et 2018, le volume de calcul des data centers a \u00e9t\u00e9 <strong>multipli\u00e9 par cinq<\/strong> tandis que <strong>la quantit\u00e9 d\u2019\u00e9nergie consomm\u00e9e est quasiment rest\u00e9e stable<\/strong> (n\u2019augmentant que de 6 %) !<\/p>\n\n\n\n<p>L\u2019explication de ces chiffres tient dans l\u2019am\u00e9lioration continue de l\u2019efficacit\u00e9 \u00e9nerg\u00e9tique des data centers, c\u2019est-\u00e0-dire l\u2019ensemble des solutions d\u00e9ploy\u00e9es par les op\u00e9rateurs pour minimiser la consommation des installations. La fili\u00e8re a en effet adopt\u00e9 d\u00e8s 2008 un code de conduite environnemental, co-con\u00e7u avec l\u2019Union Europ\u00e9enne, ce qui en fait un pionnier de la transition \u00e9cologique.<\/p>\n\n\n\n<p>Vous souhaitez en savoir plus sur l\u2019impact environnemental de la transformation num\u00e9rique des entreprises ? <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/transformations-durable-digitale-indissociables\/\">D\u00e9couvrez notre article d\u00e9di\u00e9.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-innover-pour-minimiser-l-impact-environnemental-des-data-centers\">Innover pour minimiser l\u2019impact environnemental des data centers<\/h2>\n\n\n\n<p>Mais au fait, pourquoi les data centers consomment-ils tant d\u2019\u00e9lectricit\u00e9 ? Tout d\u2019abord, il faut une grande quantit\u00e9 d\u2019\u00e9nergie pour faire fonctionner les serveurs r\u00e9unis au sein d\u2019un <strong>data center<\/strong> (dans les plus grands, qu\u2019on appelle des hyper data centers, il peut y avoir plus de 1 000 serveurs). Ensuite, l\u2019\u00e9nergie que consomment les processeurs qui tournent dans les serveurs n\u2019est pas transform\u00e9e \u00e0 100 % en puissance de calcul. Une bonne partie se dissipe sous forme de <strong>chaleur\u2060<\/strong>. Pour pr\u00e9server l\u2019int\u00e9grit\u00e9 des circuits \u00e9lectroniques, il faut donc <strong>refroidir le data center<\/strong>. Or les syst\u00e8mes de climatisation sont \u00e9nergivores, absorbant \u00e0 eux seuls plus de 40 %\u2060\u2060<sup>11<\/sup> de l\u2019\u00e9nergie consomm\u00e9e.<\/p>\n\n\n\n<p>Optimiser le refroidissement des installations est donc un enjeu crucial pour les op\u00e9rateurs de data centers. Ils sont nombreux \u00e0 construire des data centers dans les pays\u2060<sup>12<\/sup> nordiques \u2013 Su\u00e8de, Finlande, Islande\u2026 \u2013 pour b\u00e9n\u00e9ficier de la froideur naturelle du climat. En qu\u00eate de froid, Microsoft a m\u00eame tent\u00e9 en 2018 une exp\u00e9rience sous-marine, immergeant un data center de 864 serveurs en mer du Nord. Deux ans plus tard, les r\u00e9sultats semblent concluants, puisque l\u2019entreprise am\u00e9ricaine estime que ses serveurs marins ont \u00e9t\u00e9 huit fois plus performants que ceux rest\u00e9s \u00e0 terre\u2060. Mais il n\u2019est pas toujours possible de construire des data centers dans les pays froids, certaines r\u00e9glementations \u2013 dont le <a href=\"https:\/\/www.sage.com\/fr-fr\/informations-legales\/rgpd\/\">RGPD<\/a> \u2013 imposant que <strong>les donn\u00e9es<\/strong> des citoyens soient stock\u00e9es sur <strong>leur propre territoire<\/strong>.<\/p>\n\n\n\n<p>C\u2019est une des raisons pour lesquelles les constructeurs de data centers tentent de plus en plus de rassembler leurs data centers sous le m\u00eame toit. La perspective de cette pratique : une diminution de 25 % de la consommation \u00e9nerg\u00e9tique. De plus, quitte \u00e0 utiliser de l\u2019\u00e9lectricit\u00e9, autant faire en sorte qu\u2019elle provienne d\u2019<strong>\u00e9nergies renouvelables<\/strong> ! \u00c0 Ch\u00e2teauroux, le projet Green Challenge 36 pr\u00e9voit ainsi une gigantesque centrale photovolta\u00efque pour alimenter un lot de serveurs r\u00e9partis sur 12000m2 !<\/p>\n\n\n\n<p>Bien d\u2019autres alternatives \u00e9cologiques sont explor\u00e9es en ce moment. Les op\u00e9rateurs travaillent notamment sur l\u2019utilisation de <strong>syst\u00e8mes de refroidissement liquides<\/strong>\u2060 moins gourmands en \u00e9nergie, le <strong>recours \u00e0 l\u2019<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/dsi-intelligence-artificielle-ia\/\">IA<\/a><\/strong> pour optimiser le fonctionnement du data center, la r\u00e9duction du nombre de serveurs allum\u00e9s <strong>pendant les heures creuses<\/strong>, la r\u00e9cup\u00e9ration du surplus de chaleur g\u00e9n\u00e9r\u00e9 par le data center pour chauffer des logements\u2060\u2026<\/p>\n\n\n\n<p>Les data centers du futur seront verts ou ne seront pas !<\/p>\n\n\n\n<p><strong>Pour aller plus loin sur le sujet, d\u2019autres articles peuvent vous int\u00e9resser :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/sortie-de-crise-le-cloud-reinvention\/\">Sortie de crise : la r\u00e9invention passe par le Cloud<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/cloud-evidence-strategique-tribune\/\">Le Cloud, une \u00e9vidence strat\u00e9gique pour surmonter la crise<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/cloud-catalyseur-innovation\/\">Le Cloud : un catalyseur d\u2019innovation<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u00b9<a href=\"https:\/\/ec.europa.eu\/info\/sites\/info\/files\/communication-shaping-europes-digital-future-feb2020_en_4.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">ec.europa.eu<\/a><br>\n\u00b2<a href=\"https:\/\/www.nature.com\/articles\/d41586-018-06610-y\" target=\"_blank\" rel=\"noopener noreferrer\">nature.com<\/a><br>\n\u00b3ademe.fr<br>\n\u2060<sup>4<\/sup><a href=\"https:\/\/communication-responsable.ademe.fr\/digital-eco-responsable\/tic-et-impacts-environnementaux\/tic-comprendre-les-impacts-environnementaux\" target=\"_blank\" rel=\"noopener noreferrer\">communication-responsable.ademe.fr<\/a><br>\n\u2060<sup>5<\/sup><a href=\"http:\/\/www.senat.fr\/rap\/r19-555\/r19-55511.html\" target=\"_blank\" rel=\"noopener noreferrer\">www.senat.fr<\/a><br>\n\u2060<sup>6<\/sup>ademe.fr<br>\n\u2060<sup>7<\/sup>davidmytton.blog<br>\n\u2060<sup>8<\/sup><a href=\"https:\/\/www.edf.fr\/groupe-edf\/espaces-dedies\/l-energie-de-a-a-z\/tout-sur-l-energie\/le-developpement-durable\/la-consommation-d-electricite-en-chiffres\" target=\"_blank\" rel=\"noopener noreferrer\">edf.fr<\/a><br>\n\u2060<sup>9 et 10<\/sup>science.sciencemag.org<br>\n\u2060<sup>11<\/sup>researchgate.net<br>\n\u2060<sup>12<\/sup>telehouse.com<\/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\/cybersecurite-ou-securite-informatique\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tCybers\u00e9curit\u00e9 ou s\u00e9curit\u00e9 informatique\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-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 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=\"1297\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1468520185-1297x810.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\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=\"2026-06-19T14:31:19+02:00\">19 juin 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\/erp-filiere-life-sciences\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tERP Life Sciences : comment une fili\u00e8re sp\u00e9cialis\u00e9e accompagne les industriels de sant\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\tLes industriels de la sant\u00e9 doivent r\u00e9pondre \u00e0 des exigences croissantes en mati\u00e8re de conformit\u00e9, de tra\u00e7abilit\u00e9 et de performance. D\u00e9couvrez comment la fili\u00e8re Sage X3 Life Sciences combine expertise m\u00e9tier, ERP verticalis\u00e9 et innovation pour accompagner leur transformation num\u00e9rique.\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-29913 post type-post status-publish format-standard has-post-thumbnail hentry category-interviews-clients tag-btp-batiment tag-erp tag-ia-digitalisation tag-temoignages-clients business_type-petites-et-moyennes-entreprises industry-negoce\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/duobat-profite-de-gisements-de-progres-integres-temoignage\/\"\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\/06\/duobat-temoignage-sage-x3-article-684x384.jpg\" class=\"card-post__image\" alt=\"Duobat : profiter des gisements de progr\u00e8s int\u00e9gr\u00e9s \u00e0 son ERP I Sage Advice France\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/duobat-temoignage-sage-x3-article-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/duobat-temoignage-sage-x3-article-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/duobat-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=\"2026-06-19T10:00:00+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\">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\tDuobat\u00a0: profiter des gisements de progr\u00e8s int\u00e9gr\u00e9s \u00e0 son ERP\u00a0\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-29919 post type-post status-publish format-standard has-post-thumbnail hentry category-croissance-et-strategie-clients tag-erp tag-ia-digitalisation tag-sage-on-air-podcast 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\/quelles-reponses-aux-defis-de-la-restauration-multisites\/\"\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\/2026\/06\/Vignette-2222x1250-NH-684x384.jpg\" class=\"card-post__image\" alt=\"Quelle r\u00e9ponse aux d\u00e9fis de la restauration multisites ? I Sage Advice France\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/Vignette-2222x1250-NH-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/Vignette-2222x1250-NH-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2026\/06\/Vignette-2222x1250-NH-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\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=\"2026-06-18T10:00:00+02:00\">18 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\">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\tQuelle r\u00e9ponse aux d\u00e9fis de la restauration multisites ?\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-29790 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-et-tendances tag-cabinet-expert-comptable tag-facture-electronique 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\/intelligence-artificielle-comptable\/\"\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-1478421401-684x384.jpg\" class=\"card-post__image\" alt=\"Intelligence artificielle\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478421401-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478421401-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1478421401.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\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=\"2026-05-19T10:00:00+02:00\">19 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\">8 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 : \u00e0 l\u2019origine d\u2019un changement de mod\u00e8le des cabinets ?\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-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\"\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-gestion-financiere-restauration-multisites\/\"\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\/2022\/04\/GettyImages-1297061487-684x384.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\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=\"2026-05-13T20:05:56+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\">3 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\tGuide : Gestion financi\u00e8re restauteurs et traiteurs multisites\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>Le num\u00e9rique prend une place toujours plus importante dans notre quotidien. Nous envoyons des emails, travaillons dans des espaces collaboratifs dans le cloud, participons \u00e0 des conf\u00e9rences en ligne, \u00ab streamons \u00bb des films ou des s\u00e9ries\u2026 Dans le travail comme dans la vie personnelle, et nos besoins en connectivit\u00e9 explosent. Cette omnipr\u00e9sence a un [&hellip;]<\/p>\n","protected":false},"author":1021,"featured_media":8669,"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":[118,239,224],"business_type":[8,9,11],"lilypad":[],"context":[],"industry":[23,24,25,26],"persona":[35,38,39,34,36,37,40],"imagine_tag":[451,714,462,459,815],"coauthors":[935],"class_list":["post-8675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalisation-et-tendances","tag-cybersecurite-ou-securite-informatique","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":"Pac\u00f4me Lesage","featured_image":"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2020\/11\/data-centers-neutralite-carbone.jpg","imagine_tags":{"451":"CRM","714":"Dirigeant de PME","462":"Grandes Entreprises","459":"Petites et Moyennes Entreprises","815":"Startup"}},"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\/8675","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\/1021"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/comments?post=8675"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/8675\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media\/8669"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media?parent=8675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/categories?post=8675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/tags?post=8675"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/business_type?post=8675"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/lilypad?post=8675"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/context?post=8675"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/industry?post=8675"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/persona?post=8675"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/imagine_tag?post=8675"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/coauthors?post=8675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}