{"id":10046,"date":"2021-09-08T09:00:17","date_gmt":"2021-09-08T07:00:17","guid":{"rendered":"https:\/\/www.sage.com\/fr-fr\/blog\/?p=10046"},"modified":"2026-02-05T14:21:53","modified_gmt":"2026-02-05T13:21:53","slug":"open-data-quel-interet-pour-vos-enjeux-business","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-fr\/blog\/open-data-quel-interet-pour-vos-enjeux-business\/","title":{"rendered":"Open data : quel int\u00e9r\u00eat pour vos enjeux business ?"},"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\tOpen data : quel int\u00e9r\u00eat pour vos enjeux business ?\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=\"2021-09-08T09:00:17+02:00\">8 septembre 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=\"Open data : quel int\u00e9r\u00eat pour vos enjeux business ?\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-fr\/blog\/open-data-quel-interet-pour-vos-enjeux-business\/\"\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\/sabineducrot\/\">\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\/2021\/04\/Sabine-Ducrot-Ciss-350x350.png\" class=\"entry-author__image\" alt=\"\" \/>\t\t\t\t<span class=\"entry-author__name\">Sabine Ducrot-Ciss<\/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\">Afin d\u2019am\u00e9liorer leur prise de d\u00e9cision, les entreprises peuvent se tourner vers des donn\u00e9es accessibles \u00e0 tous et relatives \u00e0 tous les secteurs de m\u00e9tiers. Ces bases de donn\u00e9es ouvertes, ou open data, sont en outre encourag\u00e9es par les politiques publiques, pla\u00e7ant la France au 2<sup>\u00e8me<\/sup> rang mondial de l\u2019Open data. D\u00e9couvrez les bases de donn\u00e9es les plus utiles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce mouvement, inspir\u00e9 de l\u2019<strong>Open Source<\/strong> issu du secteur logiciel, vise \u00e0 simplifier l\u2019acc\u00e8s aux donn\u00e9es publiques ou \u00e9ventuellement priv\u00e9es. Il s\u2019agit pour l\u2019\u00c9tat, les collectivit\u00e9s ou certaines entreprises de publier des jeux de donn\u00e9es t\u00e9l\u00e9chargeables par tous, gratuitement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La nature des donn\u00e9es ainsi publi\u00e9es en Open data est tr\u00e8s vari\u00e9e : \u00e9volution des prix de l\u2019immobilier, du nombre d\u2019actifs, horaires des transports publics, cadastre, il existe aujourd\u2019hui des centaines de bases de donn\u00e9es librement t\u00e9l\u00e9chargeables sur Internet.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-open-data-une-culture-francaise\">Open Data : une culture fran\u00e7aise<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 l\u2019image de nombreux pays, l&rsquo;\u00c9tat fran\u00e7ais a centralis\u00e9 toutes les initiatives de la sph\u00e8re publique sur <a href=\"https:\/\/www.data.gouv.fr\/fr\/\" target=\"_blank\" rel=\"noopener\">data.gouv.fr<\/a>. Ce site vient de b\u00e9n\u00e9ficier d\u2019une refonte compl\u00e8te et propose plus de 39 000 jeux de donn\u00e9es t\u00e9l\u00e9chargeables. Cette masse d\u2019informations et la strat\u00e9gie volontariste de l\u2019\u00c9tat placent l\u2019hexagone au deuxi\u00e8me rang mondial de l\u2019Open data au classement de l\u2019OCDE.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En effet, ces donn\u00e9es n\u2019int\u00e9ressent pas seulement les statisticiens, les analystes ou les chercheurs. Potentiellement toutes les entreprises peuvent en tirer profit.<br>\nG\u00e9n\u00e9ralement, toutes les donn\u00e9es plac\u00e9es en Open data par leurs d\u00e9tenteurs sont librement t\u00e9l\u00e9chargeables dans des formats tr\u00e8s faciles \u00e0 lire. Le format <strong>CSV<\/strong> peut \u00eatre charg\u00e9 directement dans Microsoft Excel. Les <strong>donn\u00e9es g\u00e9ographiques KML<\/strong> peuvent \u00eatre charg\u00e9es directement sur Google Earth et les <strong>formats JSON<\/strong>, <strong>GeoJSON<\/strong> sont lisibles par tous les outils analytiques modernes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-open-data-des-donnees-ouvertes-a-tous-les-metiers\">Open data : des donn\u00e9es ouvertes \u00e0 tous les m\u00e9tiers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Il existe des <strong>donn\u00e9es ouvertes<\/strong> dans de tr\u00e8s nombreux domaines, pouvant \u00eatre exploit\u00e9es dans le cadre d\u2019\u00e9tudes de march\u00e9. Vos collaborateurs vont enrichir leurs \u00e9tudes avec des donn\u00e9es issues de multiples sources et ainsi am\u00e9liorer la fiabilit\u00e9 de leurs recommandations. Ces donn\u00e9es peuvent \u00e9galement optimiser leur efficacit\u00e9 op\u00e9rationnelle et permettre du <strong>g\u00e9omarketing<\/strong> : en int\u00e9grant les donn\u00e9es d\u00e9mographiques, mais aussi les donn\u00e9es li\u00e9es aux bassins d\u2019emploi ou \u00e0 la cr\u00e9ation d\u2019entreprises, des informations r\u00e9v\u00e9latrices du dynamisme d\u2019une r\u00e9gion, d\u2019une commune. Vous pourrez ainsi op\u00e9rer de nouvelles impl\u00e9mentations, cr\u00e9er de nouveaux points de vente au placement strat\u00e9gique ou encore optimiser vos tourn\u00e9es commerciales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En outre, les donn\u00e9es ouvertes peuvent \u00eatre exploit\u00e9es afin d\u2019enrichir les donn\u00e9es <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/glossaire\/definition-solutions-crm-et-gestion-de-la-relation-client\/\">CRM<\/a> sur les prospects afin d\u2019am\u00e9liorer le ciblage des op\u00e9rations promotionnelles ou aider les forces de vente dans leurs d\u00e9marches commerciales. Pour les entreprises qui ont mis en place<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/big-data-comment-en-tirer-parti\/\"><strong> une strat\u00e9gie Big Data<\/strong> <\/a>et qui disposent de <a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/data-scientist-pourquoi-ce-poste-est-il-si-crucial\/\">Data Scientists<\/a>, il existe des donn\u00e9es plus particuli\u00e8rement adapt\u00e9es aux algorithmes d\u2019<a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/intelligence-artificielle-2019-guide\/\">intelligence artificielle<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-savoir-transformer-des-donnees-anodines-en-actions-strategiques\">Savoir transformer des donn\u00e9es anodines en actions strat\u00e9giques<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Si la France a la chance de disposer d\u2019une tr\u00e8s grande vari\u00e9t\u00e9 de donn\u00e9es ouvertes, le plus difficile r\u00e9side dans votre capacit\u00e9 \u00e0 identifier, parmi elles, les plus pertinentes pour votre activit\u00e9. Pour vous y aider, le nouveau site data.gouv.fr dispose d\u2019un excellent <strong>moteur de recherche<\/strong> vous aiguillant au sein des donn\u00e9es basiques, comme les informations de recensement issues de l\u2019INSEE, ou plus complexes, utiles \u00e0 votre service marketing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Parmi les th\u00e9matiques qui int\u00e9resseront les entreprises li\u00e9es au BTP figurent tous les jeux de donn\u00e9es li\u00e9s <strong>au logement et \u00e0 l\u2019urbanisme<\/strong>. Il est par exemple possible d\u2019acc\u00e9der \u00e0 des statistiques sur les valeurs immobili\u00e8res.<strong> L\u2019observatoire des loyers<\/strong> de chaque commune, quant \u00e0 lui, permet de rep\u00e9rer les communes o\u00f9 le taux de clients \u00e0 hauts revenus (CSP+) est plus \u00e9lev\u00e9. Les statistiques li\u00e9es aux d\u00e9m\u00e9nagements int\u00e9resseront cette fois toutes les entreprises qui vendent des \u00e9quipements de maison et qui pourront ainsi concentrer leurs efforts de prospection l\u00e0 o\u00f9 les nouveaux habitants emm\u00e9nagent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour les entreprises positionn\u00e9es sur les <strong>march\u00e9s B2B<\/strong>, les multiples donn\u00e9es disponibles sur le march\u00e9 du travail et les cr\u00e9ations d\u2019entreprises permettent de savoir o\u00f9 focaliser leurs activit\u00e9s de prospection. Il existe bien \u00e9videmment des donn\u00e9es bien plus sectorielles sur <strong>l\u2019industrie, l\u2019agriculture<\/strong> ou des donn\u00e9es tr\u00e8s <strong>localis\u00e9es g\u00e9ographiquement<\/strong>, g\u00e9n\u00e9ralement mises \u00e0 disposition par les communes. Ces donn\u00e9es locales peuvent avoir tout leur sens pour les <strong>artisans ou les TPE<\/strong> qui travaillent sur une zone g\u00e9ographique tr\u00e8s restreinte.<br>\nLes jeux de donn\u00e9es actuellement en ligne sont innombrables : un peu d\u2019opportunisme et de malice suffiront alors \u00e0 trouver gr\u00e2ce \u00e0 elles de nouveaux clients.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">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\/business-intelligence-big-data-differences\/\">Business Intelligence et Big Data, quelles diff\u00e9rences ?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/la-business-intelligence-decryptee-pour-les-pme\/\">Simuler c\u2019est pr\u00e9voir : la Business Intelligence d\u00e9crypt\u00e9e pour les PME<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sage.com\/fr-fr\/blog\/5-raisons-connecter-donnees-cloud\/\">5 bonnes raisons de connecter vos donn\u00e9es dans le Cloud<\/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\/bi-business-intelligence\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tBI &#8211; Business Intelligence\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\/btp-batiment\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tBTP &#8211; B\u00e2timent\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\/tpe-petite-entreprise\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tTPE &#8211; Petite Entreprise\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-29639 post type-post status-publish format-standard has-post-thumbnail hentry category-legal-et-reglementation tag-btp-batiment tag-facture-electronique tag-reglementation business_type-artisans-et-petites-entreprises business_type-petites-et-moyennes-entreprises industry-btp 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=\"1214\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0861-1214x810.jpeg\" class=\"card-post__image\" alt=\"Facture \u00e9lectronique dans le b\u00e2timent : comment y voir clair ?\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0861-684x384.jpeg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0861-768x512.jpeg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2025\/08\/Mar2025_Construction-Commerical_0861-1214x810.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\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=\"2026-04-27T12:39:27+02:00\">27 avril 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\">8 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-dans-le-batiment-comment-y-voir-clair\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tFacture \u00e9lectronique dans le b\u00e2timent\u00a0: comment y voir clair ?\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\tLa co-traitance et sous-traitance d\u2019une part, la longueur des chantiers d\u2019autre part, induisent des r\u00e8gles de gestion \u00e0 part pour le b\u00e2timent. En toute logique, l\u2019obligation de facture \u00e9lectronique s\u2019applique selon des modalit\u00e9s adapt\u00e9es. C\u2019est pourquoi ne pas d\u00e9couvrir trop tard l\u2019ampleur des changements \u00e0 op\u00e9rer est dans ce secteur encore plus urgent qu\u2019ailleurs.\nUn article pour y voir clair et se donner les moyens de se mettre en conformit\u00e9 avec un minimum de complexit\u00e9.  \n\t\t\t<\/p>\n\t\t\n\t\t\t<\/div>\n\n\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"row related-posts__non-featured\">\n\t\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--more h4\">En savoir plus sur ce sujet<\/h2>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-1 post-26491 post type-post status-publish format-standard has-post-thumbnail hentry category-guides-et-modeles-gratuits tag-facture-electronique tag-ia-digitalisation tag-tpe-petite-entreprise business_type-artisans-et-petites-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\/facture-electronique-pour-les-tpe-guide-dune-transition-reussie\/\"\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\/2023\/09\/GettyImages-608166817-684x384.jpg\" class=\"card-post__image\" alt=\"Un vendeuse et une cliente dans un magasin\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-608166817-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-608166817-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-608166817-1215x810.jpg 1215w\" 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=\"2025-12-09T11:53:20+01:00\">9 d\u00e9cembre 2025<\/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\tLa facture \u00e9lectronique pour les TPE : le guide pas \u00e0 pas d\u2019une transition r\u00e9ussie\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-23321 post type-post status-publish format-standard has-post-thumbnail hentry category-guides-et-modeles-gratuits tag-bi-business-intelligence tag-ia-digitalisation tag-tpe-petite-entreprise business_type-artisans-et-petites-entreprises industry-btp industry-industrie industry-negoce industry-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-fr\/blog\/ia-automatisation-tpe-guide\/\"\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-1145612339-684x384.jpg\" class=\"card-post__image\" alt=\"Une femme travaille dans un hangar. Elle a un scan \u00e0 la main. IA\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1145612339-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1145612339-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1145612339-1440x810.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=\"2025-03-26T09:15:00+01:00\">26 mars 2025<\/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\tL\u2019IA et l\u2019automatisation pour travailler vite et bien [Guide]\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-22815 post type-post status-publish format-standard has-post-thumbnail hentry category-gestion-financiere tag-comptabilite tag-tpe-petite-entreprise tag-tresorerie business_type-artisans-et-petites-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\/reduire-le-risque-de-defaillance-de-tpe\/\"\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-1327779575-684x384.jpg\" class=\"card-post__image\" alt=\"Une femme dessine un patron sur une table o\u00f9 il y a une machine \u00e0 couture\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1327779575-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1327779575-768x432.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2022\/04\/GettyImages-1327779575-1440x810.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=\"2025-02-20T18:03:20+01:00\">20 f\u00e9vrier 2025<\/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\tR\u00e9duire le risque de d\u00e9faillance de sa TPE gr\u00e2ce \u00e0 une gestion vertueuse\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-22775 post type-post status-publish format-standard has-post-thumbnail hentry category-guides-et-modeles-gratuits tag-comptabilite tag-logiciel-de-gestion tag-tpe-petite-entreprise business_type-artisans-et-petites-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\/tpe-gestion-sans-stress-guide\/\"\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-1368552771-684x384.jpg\" class=\"card-post__image\" alt=\"Une femme est un homme travaille dans la cuisine d&#039;un restaurant\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1368552771-684x384.jpg 684w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1368552771-768x512.jpg 768w, https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2023\/09\/GettyImages-1368552771-1215x810.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=\"2025-02-17T09:15:00+01:00\">17 f\u00e9vrier 2025<\/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\tTPE : votre agenda de gestion sans stress [Guide]\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>Afin d\u2019am\u00e9liorer leur prise de d\u00e9cision, les entreprises peuvent se tourner vers des donn\u00e9es accessibles \u00e0 tous et relatives \u00e0 tous les secteurs de m\u00e9tiers. Ces bases de donn\u00e9es ouvertes, ou open data, sont en outre encourag\u00e9es par les politiques publiques, pla\u00e7ant la France au 2\u00e8me rang mondial de l\u2019Open data. D\u00e9couvrez les bases de [&hellip;]<\/p>\n","protected":false},"author":902,"featured_media":10042,"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":[14,16],"tags":[275,191,347],"business_type":[8],"lilypad":[],"context":[],"industry":[23,24,25,26],"persona":[35,38,39,34],"imagine_tag":[446,728,450,460,738],"coauthors":[901],"class_list":["post-10046","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-croissance-et-strategie-clients","category-digitalisation-et-tendances","tag-bi-business-intelligence","tag-btp-batiment","tag-tpe-petite-entreprise","business_type-artisans-et-petites-entreprises","industry-btp","industry-industrie","industry-negoce","industry-services"],"sage_meta":{"region":"fr-fr","author_name":"Sabine Ducrot-Ciss","featured_image":"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2021\/09\/Open-data-quel-interet-pour-vos-enjeux-business.jpg","imagine_tags":{"446":"Comptabilit\u00e9","728":"DAF - DSI","450":"ERP","460":"Petites Entreprises","738":"Production"}},"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\/10046","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\/902"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/comments?post=10046"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/posts\/10046\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media\/10042"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/media?parent=10046"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/categories?post=10046"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/tags?post=10046"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/business_type?post=10046"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/lilypad?post=10046"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/context?post=10046"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/industry?post=10046"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/persona?post=10046"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/imagine_tag?post=10046"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-fr\/blog\/api\/wp\/v2\/coauthors?post=10046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}