{"id":51332,"date":"2026-09-08T10:20:58","date_gmt":"2026-09-08T08:20:58","guid":{"rendered":"https:\/\/deveho.com\/?p=51332"},"modified":"2026-09-11T10:59:54","modified_gmt":"2026-09-11T08:59:54","slug":"qualite-de-la-donnee-le-grand-nettoyage-rfenews","status":"publish","type":"post","link":"https:\/\/deveho.com\/fr\/actualite\/qualite-de-la-donnee-le-grand-nettoyage-rfenews\/","title":{"rendered":"#RFENews &#8211; Qualit\u00e9 de la donn\u00e9e, le grand nettoyage"},"content":{"rendered":"<br \/>\n<h2>La \u201cQualit\u00e9 de la donn\u00e9e\u201d, le grand nettoyage<\/h2>\n<\/p>\n<h3><\/h3>\n<p><p id=\"ember61\" class=\"ember-view reader-text-block__paragraph\">C\u2019est un sujet qui revient syst\u00e9matiquement dans les directions financi\u00e8res\u2026 et qui reste encore trop souvent sous-estim\u00e9 : <strong>la qualit\u00e9 de la donn\u00e9e client<\/strong>.<\/p>\n<p id=\"ember62\" class=\"ember-view reader-text-block__paragraph\">Avec la mont\u00e9e en puissance de la facturation \u00e9lectronique structur\u00e9e et des contr\u00f4les automatis\u00e9s, la donn\u00e9e n\u2019est plus un simple support du processus de facturation. <strong>Elle devient un \u00e9l\u00e9ment central du traitement des flux.<\/strong><\/p>\n<p id=\"ember63\" class=\"ember-view reader-text-block__paragraph\">Et c\u2019est pr\u00e9cis\u00e9ment ce changement de r\u00f4le qui transforme un sujet technique en risque op\u00e9rationnel majeur.<\/p>\n<\/p>\n<h3>Le point critique : identifier correctement le client<\/h3>\n<p><p id=\"ember65\" class=\"ember-view reader-text-block__paragraph\">Dans le mod\u00e8le en \u201cY\u201d, un identifiant devient central : <strong>le num\u00e9ro SIREN du client.<\/strong><\/p>\n<blockquote id=\"ember66\" class=\"ember-view reader-text-block__blockquote\">\n<p><em>Vous souhaitez en savoir plus ? On d\u00e9crypte ce mod\u00e8le dans cet article : <\/em><a class=\"uEqukYzWxnqXHKrKojGJOZVdLhpxYQnkhCVRI \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/pulse\/rfenews-n16-ppf-2026-comprendre-le-mod%C3%A8le-en-y-et-lqkqf\" target=\"_self\" data-test-app-aware-link=\"\" rel=\"noopener\"><em>#RFENews n\u00b016 &#8211; PPF 2026 : Comprendre le Mod\u00e8le en &#8220;Y&#8221; et le circuit de transmission des factures<\/em><\/a><\/p>\n<\/blockquote>\n<p id=\"ember67\" class=\"ember-view reader-text-block__paragraph\"><strong>Sans cet identifiant :<\/strong><\/p>\n<ul>\n<li>l\u2019identification du destinataire dans l\u2019annuaire peut \u00eatre incompl\u00e8te, complexifi\u00e9s ou non garantis,<\/li>\n<li>le routage automatique de la facture peut \u00eatre perturb\u00e9,<\/li>\n<li>certains flux peuvent \u00eatre rejet\u00e9s ou mis en attente selon les plateformes.<\/li>\n<\/ul>\n<p id=\"ember69\" class=\"ember-view reader-text-block__paragraph\"><strong>Concr\u00e8tement : <\/strong>une facture peut \u00eatre correcte\u2026 mais inutilisable.<\/p>\n<p id=\"ember70\" class=\"ember-view reader-text-block__paragraph\">Les retours terrain issus des phases de test confirment une r\u00e9alit\u00e9 r\u00e9currente : les bases clients ne sont pas pr\u00eates.<\/p>\n<p id=\"ember71\" class=\"ember-view reader-text-block__paragraph\">On observe notamment :<\/p>\n<ul>\n<li>des doublons de tiers,<\/li>\n<li>des SIREN manquants ou erron\u00e9s,<\/li>\n<li>des incoh\u00e9rences entre ERP, CRM et comptabilit\u00e9,<\/li>\n<li>des donn\u00e9es incompl\u00e8tes ou non standardis\u00e9es.<\/li>\n<\/ul>\n<blockquote id=\"ember73\" class=\"ember-view reader-text-block__blockquote\">\n<p><strong>La qualit\u00e9 des donn\u00e9es devient un pr\u00e9requis \u00e0 la bonne circulation des flux.<\/strong><\/p>\n<\/blockquote>\n<p id=\"ember74\" class=\"ember-view reader-text-block__paragraph\">\n<h3>Le nouveau standard : des donn\u00e9es structur\u00e9es et exploitables<\/h3>\n<p><p id=\"ember76\" class=\"ember-view reader-text-block__paragraph\">La r\u00e9forme de 2026 introduit un changement fondamental : la facture \u00e9lectronique n\u2019est plus un document (type PDF), mais un <strong>ensemble de donn\u00e9es structur\u00e9es, norm\u00e9es et interpr\u00e9tables automatiquement<\/strong>.<\/p>\n<p id=\"ember77\" class=\"ember-view reader-text-block__paragraph\">Cela implique une exigence nouvelle : la donn\u00e9e doit \u00eatre <strong>fiable, structur\u00e9e et exploitable<\/strong> dans tous les syst\u00e8mes.<\/p>\n<p id=\"ember78\" class=\"ember-view reader-text-block__paragraph\">Ce cadre repose notamment sur des sp\u00e9cifications techniques et des standards structurants.<\/p>\n<p id=\"ember79\" class=\"ember-view reader-text-block__paragraph\">Les derni\u00e8res sp\u00e9cifications techniques (travaux de normalisation AFNOR XP Z12-012 \u00e0 014 associ\u00e9s \u00e0 la facturation \u00e9lectronique, publi\u00e9es en janvier 2026) contribuent \u00e0 stabiliser un socle de donn\u00e9es obligatoires.<\/p>\n<blockquote id=\"ember80\" class=\"ember-view reader-text-block__blockquote\">\n<p>Vous souhaitez en savoir plus sur ce cadre technique ? <a class=\"uEqukYzWxnqXHKrKojGJOZVdLhpxYQnkhCVRI \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/pulse\/rfenews-n4-mise-%C3%A0-jour-des-normes-afnor-xpz12-012014-m24bc\" target=\"_self\" data-test-app-aware-link=\"\" rel=\"noopener\"><strong>#RFENews n\u00b04 &#8211; Mise \u00e0 jour des normes AFNOR XP\u202fZ12 012\/014.<\/strong><\/a><\/p>\n<\/blockquote>\n<h4><\/h4>\n<h4 id=\"ember81\" class=\"ember-view reader-text-block__heading-3\">Quatre champs deviennent structurants<\/h4>\n<h5 id=\"ember82\" class=\"ember-view reader-text-block__paragraph\"><strong>1. Le num\u00e9ro SIREN du client<\/strong><\/h5>\n<p id=\"ember83\" class=\"ember-view reader-text-block__paragraph\">C\u2019est la cl\u00e9 d\u2019identification dans l\u2019\u00e9cosyst\u00e8me de facturation \u00e9lectronique. Sans lui, le routage et l\u2019identification dans les annuaires peuvent \u00eatre incomplets ou impossibles.<\/p>\n<h5 id=\"ember84\" class=\"ember-view reader-text-block__paragraph\"><strong>2. L\u2019adresse de livraison (si diff\u00e9rente)<\/strong><\/h5>\n<p id=\"ember85\" class=\"ember-view reader-text-block__paragraph\">Elle intervient \u00e0 la fois sur les flux logistiques et sur la d\u00e9termination de la territorialit\u00e9 de la TVA.<\/p>\n<h5 id=\"ember86\" class=\"ember-view reader-text-block__paragraph\"><strong>3. La nature de l\u2019op\u00e9ration<\/strong><\/h5>\n<p id=\"ember87\" class=\"ember-view reader-text-block__paragraph\">Il faut d\u00e9sormais qualifier explicitement :<\/p>\n<ul>\n<li>livraison de biens,<\/li>\n<li>prestation de services,<\/li>\n<li>ou op\u00e9ration mixte.<\/li>\n<\/ul>\n<p id=\"ember89\" class=\"ember-view reader-text-block__paragraph\">Cette donn\u00e9e est directement exploit\u00e9e dans les traitements fiscaux automatis\u00e9s.<\/p>\n<h5 id=\"ember90\" class=\"ember-view reader-text-block__paragraph\"><strong>4. Les informations li\u00e9es au r\u00e9gime de TVA<\/strong><\/h5>\n<p id=\"ember91\" class=\"ember-view reader-text-block__paragraph\">Ce point d\u00e9passe la simple logique de conformit\u00e9. Il conditionne directement la d\u00e9ductibilit\u00e9 de la TVA et, par cons\u00e9quent, les effets de tr\u00e9sorerie c\u00f4t\u00e9 client.<\/p>\n<p id=\"ember92\" class=\"ember-view reader-text-block__paragraph\">Mais surtout, la r\u00e9forme met en \u00e9vidence un enjeu souvent sous-estim\u00e9 : la coh\u00e9rence des r\u00e8gles de TVA dans les syst\u00e8mes d\u2019information.<\/p>\n<p id=\"ember93\" class=\"ember-view reader-text-block__paragraph\">Dans de nombreuses organisations, ces param\u00e8tres :<\/p>\n<ul>\n<li>sont historiques,<\/li>\n<li>parfois peu document\u00e9s,<\/li>\n<li>et rarement remis en question.<\/li>\n<\/ul>\n<p id=\"ember95\" class=\"ember-view reader-text-block__paragraph\">La mise en conformit\u00e9 impose alors de :<\/p>\n<ul>\n<li>clarifier les r\u00e8gles appliqu\u00e9es dans les outils,<\/li>\n<li>fiabiliser leur param\u00e9trage dans les syst\u00e8mes,<\/li>\n<li>et v\u00e9rifier leur alignement avec les pratiques r\u00e9elles.<\/li>\n<\/ul>\n<p id=\"ember97\" class=\"ember-view reader-text-block__paragraph\">\ud83d\udc49 C\u2019est \u00e9galement un moment cl\u00e9 pour interroger certains choix structurants, comme l\u2019option pour les d\u00e9bits, en fonction :<\/p>\n<ul>\n<li>du mod\u00e8le \u00e9conomique,<\/li>\n<li>des flux de facturation,<\/li>\n<li>et des impacts en tr\u00e9sorerie.<\/li>\n<\/ul>\n<blockquote id=\"ember99\" class=\"ember-view reader-text-block__blockquote\">\n<p>L\u2019enjeu d\u00e9passe la seule conformit\u00e9 et touche directement l\u2019organisation des syst\u00e8mes d\u2019information et la gestion des flux.<\/p>\n<\/blockquote>\n<h3>Un d\u00e9calage structurel entre syst\u00e8me d\u2019information et exigences de la r\u00e9forme<\/h3>\n<p><p id=\"ember102\" class=\"ember-view reader-text-block__paragraph\">Ces \u00e9volutions r\u00e9v\u00e8lent un d\u00e9calage structurel entre les syst\u00e8mes actuels et les exigences de la r\u00e9forme.<\/p>\n<p id=\"ember103\" class=\"ember-view reader-text-block__paragraph\">Dans la plupart des organisations :<\/p>\n<ul>\n<li>les donn\u00e9es sont dispers\u00e9es entre outils,<\/li>\n<li>les r\u00e9f\u00e9rentiels ne sont pas unifi\u00e9s,<\/li>\n<li>et l\u2019historisation est partielle.<\/li>\n<\/ul>\n<p id=\"ember105\" class=\"ember-view reader-text-block__paragraph\"><strong>R\u00e9sultat :<\/strong> les entreprises ne font pas qu\u2019adapter leurs processus de facturation. Elles doivent revoir leurs mod\u00e8les de donn\u00e9es.<\/p>\n<p id=\"ember106\" class=\"ember-view reader-text-block__paragraph\">Cela implique :<\/p>\n<ul>\n<li>fiabilisation des r\u00e9f\u00e9rentiels clients,<\/li>\n<li>chantiers de migration,<\/li>\n<li>remise en coh\u00e9rence globale des syst\u00e8mes.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<\/p>\n<h3>La dette de donn\u00e9es : un enjeu longtemps invisible<\/h3>\n<p><p id=\"ember110\" class=\"ember-view reader-text-block__paragraph\">Elle provient de :<\/p>\n<ul>\n<li>cr\u00e9ations historiques non standardis\u00e9es,<\/li>\n<li>migrations successives,<\/li>\n<li>imports non contr\u00f4l\u00e9s,<\/li>\n<li>absence de gouvernance des r\u00e9f\u00e9rentiels.<\/li>\n<\/ul>\n<blockquote id=\"ember112\" class=\"ember-view reader-text-block__blockquote\">\n<p>Elle \u00e9tait absorb\u00e9e dans un environnement manuel et documentaire. Elle devient aujourd\u2019hui un facteur de blocage dans un environnement automatis\u00e9.<\/p>\n<\/blockquote>\n<p id=\"ember113\" class=\"ember-view reader-text-block__paragraph\">Dans ce contexte, certaines organisations commencent \u00e0 structurer des approches plus op\u00e9rationnelles de fiabilisation des donn\u00e9es, directement int\u00e9gr\u00e9es au syst\u00e8me d\u2019information.<\/p>\n<p id=\"ember114\" class=\"ember-view reader-text-block__paragraph\">Sur les environnements Sage X3 notamment, des dispositifs de type <strong>Data Clean &amp; Control<\/strong> permettent de renforcer en continu la qualit\u00e9 des r\u00e9f\u00e9rentiels (clients, SIREN, donn\u00e9es fiscales) et de s\u00e9curiser les flux dans la dur\u00e9e.<\/p>\n<p id=\"ember115\" class=\"ember-view reader-text-block__paragraph\">L\u2019enjeu n\u2019est plus seulement de \u201ccorriger\u201d les donn\u00e9es, mais de mettre en place un contr\u00f4le permanent, int\u00e9gr\u00e9 au syst\u00e8me d\u2019information.<\/p>\n<p id=\"ember116\" class=\"ember-view reader-text-block__paragraph\">On vous en dit plus dans notre article d\u00e9di\u00e9 : <a class=\"uEqukYzWxnqXHKrKojGJOZVdLhpxYQnkhCVRI \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/pulse\/rfenews-bonus-sage-x3-data-clean-control-fiabiliser-ky3mf\" target=\"_self\" data-test-app-aware-link=\"\" rel=\"noopener\">#RFENews BONUS &#8211; Sage X3 &amp; Sage Data Clean &amp; Control : fiabiliser ses donn\u00e9es avant la facturation \u00e9lectronique<\/a><\/p>\n<p>&nbsp;<\/p>\n<\/p>\n<h3>Ce que cela change concr\u00e8tement pour les entreprises<\/h3>\n<p><p id=\"ember130\" class=\"ember-view reader-text-block__paragraph\">Derri\u00e8re ces \u00e9volutions, l\u2019impact est structurel.<\/p>\n<h5 id=\"ember131\" class=\"ember-view reader-text-block__paragraph\"><strong>1. La qualit\u00e9 de la donn\u00e9e devient continue<\/strong><\/h5>\n<p id=\"ember132\" class=\"ember-view reader-text-block__paragraph\">On ne parle plus de nettoyage ponctuel des bases, mais d\u2019un processus continu de fiabilisation et de gouvernance des r\u00e9f\u00e9rentiels.<\/p>\n<h5 id=\"ember133\" class=\"ember-view reader-text-block__paragraph\"><strong>2. Le client devient un objet de donn\u00e9es structurant<\/strong><\/h5>\n<p id=\"ember134\" class=\"ember-view reader-text-block__paragraph\">Le r\u00e9f\u00e9rentiel client n\u2019est plus une donn\u00e9e administrative : il devient un \u00e9l\u00e9ment central des traitements fiscaux et des flux de facturation.<\/p>\n<h5 id=\"ember135\" class=\"ember-view reader-text-block__paragraph\"><strong>3. Les syst\u00e8mes d\u2019information deviennent des points de contr\u00f4le<\/strong><\/h5>\n<p id=\"ember136\" class=\"ember-view reader-text-block__paragraph\">Les ERP, CRM et plateformes de facturation deviennent des acteurs directs de la conformit\u00e9 des flux.<\/p>\n<\/p>\n<h3>Conclusion : le vrai sujet n\u2019est pas la facture<\/h3>\n<p><p id=\"ember138\" class=\"ember-view reader-text-block__paragraph\">On parle souvent de \u201cfacture \u00e9lectronique\u201d comme d\u2019un projet de d\u00e9mat\u00e9rialisation.<\/p>\n<p id=\"ember139\" class=\"ember-view reader-text-block__paragraph\">En r\u00e9alit\u00e9, c\u2019est un changement de mod\u00e8le.<\/p>\n<p id=\"ember140\" class=\"ember-view reader-text-block__paragraph\">Un projet de :<\/p>\n<ul>\n<li>standardisation des donn\u00e9es,<\/li>\n<li>industrialisation des flux,<\/li>\n<li>et r\u00e9duction de la d\u00e9pendance \u00e0 l\u2019approximation.<\/li>\n<\/ul>\n<p id=\"ember142\" class=\"ember-view reader-text-block__paragraph\">Et dans ce contexte, une r\u00e9alit\u00e9 s\u2019impose : <strong>Ce n\u2019est pas la facture qui doit \u00eatre conforme. C\u2019est la donn\u00e9e qui doit \u00eatre irr\u00e9prochable.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p id=\"ember3234\" class=\"ember-view reader-text-block__paragraph\"><em>Vos questions et retours sont les bienvenus !<\/em> <strong>Merci de nous lire.<\/strong><\/p>\n<p id=\"ember3235\" class=\"ember-view reader-text-block__paragraph\"><strong>Deveho Consulting Group<\/strong><\/p>\n<p>&nbsp;<\/p>\n<blockquote>\n<p>Abonnez-vous \u00e0 RFENews pour recevoir chaque semaine nos analyses sur la R\u00e9forme de la Facturation \u00c9lectronique \ud83d\udc49 https:\/\/lnkd.in\/dC_GcFmp<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>La \u201cQualit\u00e9 de la donn\u00e9e\u201d, le grand nettoyage C\u2019est un sujet qui revient syst\u00e9matiquement dans les directions financi\u00e8res\u2026 et qui reste encore trop souvent sous-estim\u00e9 : la qualit\u00e9 de la donn\u00e9e client. Avec la mont\u00e9e en puissance de la facturation \u00e9lectronique structur\u00e9e et des contr\u00f4les automatis\u00e9s, la donn\u00e9e n\u2019est plus un simple support du processus [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[40],"tags":[],"class_list":["post-51332","post","type-post","status-publish","format-standard","hentry","category-actualite"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Qualit\u00e9 de la donn\u00e9e, le grand nettoyage - Deveho<\/title>\n<meta name=\"description\" content=\"La facture \u00e9lectronique, un projet de D\u00e9mat mais aussi un changement de mod\u00e8le. 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