{"id":3859,"date":"2025-09-20T18:12:12","date_gmt":"2025-09-20T16:12:12","guid":{"rendered":"https:\/\/courrier-automatise.kodakalaris.com\/?p=3859"},"modified":"2026-03-26T11:57:11","modified_gmt":"2026-03-26T10:57:11","slug":"lecture-automatisee-des-factures","status":"publish","type":"post","link":"https:\/\/courrier-automatise.kodakalaris.com\/?p=3859","title":{"rendered":"Lecture automatis\u00e9e des factures simple, rapide et pr\u00e9cise gr\u00e2ce aux outils d&#8217;IA"},"content":{"rendered":"<h2>Lecture automatis\u00e9e des factures<\/h2>\n<p>Dans de nombreuses entreprises, les factures coexistent encore sous des formats tr\u00e8s vari\u00e9s : documents papier, fichiers PDF ou contenus non structur\u00e9s issus de diff\u00e9rents canaux. Cette diversit\u00e9 complique leur traitement et freine l\u2019automatisation des processus comptables. Pour r\u00e9pondre \u00e0 ces enjeux, les <strong data-start=\"547\" data-end=\"608\">solutions modernes bas\u00e9es sur l\u2019intelligence artificielle<\/strong> permettent aujourd\u2019hui d\u2019extraire automatiquement les donn\u00e9es de facturation de mani\u00e8re <strong data-start=\"697\" data-end=\"727\">rapide, fiable et efficace<\/strong>, quelle que soit la forme du document.<\/p>\n<h2>Le d\u00e9fi : la saisie manuelle, un processus chronophage<\/h2>\n<p data-start=\"997\" data-end=\"1268\">Malgr\u00e9 les avanc\u00e9es de la digitalisation, la saisie des factures reste encore <strong data-start=\"1075\" data-end=\"1118\">manuelle dans de nombreuses entreprises<\/strong>. Cette pratique mobilise un temps pr\u00e9cieux, pr\u00e9sente un <strong data-start=\"1175\" data-end=\"1201\">risque \u00e9lev\u00e9 d\u2019erreurs<\/strong> et peut entra\u00eener des <strong data-start=\"1224\" data-end=\"1267\">retards dans le traitement des factures<\/strong>.<\/p>\n<p data-start=\"1270\" data-end=\"1494\">Si les grandes entreprises disposent souvent d\u00e9j\u00e0 de syst\u00e8mes num\u00e9riques avanc\u00e9s, les <strong data-start=\"1356\" data-end=\"1363\">PME<\/strong> et les <strong data-start=\"1371\" data-end=\"1390\">administrations<\/strong> doivent encore faire face \u00e0 la complexit\u00e9 du traitement efficace de factures non structur\u00e9es et papier.<\/p>\n<h2>L\u2019IA comme solution : lire les factures en quelques secondes<\/h2>\n<p data-start=\"1566\" data-end=\"1750\">C\u2019est ici qu\u2019intervient la solution de traitement intelligent des documents (IDP) <strong data-start=\"1652\" data-end=\"1687\"><a href=\"https:\/\/www.kodakalaris.com\/fr\/software\/kodak-info-input-solution\" target=\"_blank\" rel=\"noopener\">KODAK Info Input Solution<\/a><\/strong>, qui int\u00e8gre des outils d\u2019intelligence artificielle de pointe.<\/p>\n<p data-start=\"1752\" data-end=\"2055\">Cette solution s\u2019adresse aux entreprises de <strong data-start=\"1796\" data-end=\"1814\">toutes tailles<\/strong> : les projets peuvent \u00eatre d\u00e9ploy\u00e9s <strong data-start=\"1851\" data-end=\"1882\">en quelques jours seulement<\/strong>, avec un <strong data-start=\"1892\" data-end=\"1946\">investissement limit\u00e9 en co\u00fbts et en ressources IT<\/strong>. R\u00e9sultat : une lecture rapide et pr\u00e9cise des factures, avec un <strong data-start=\"2011\" data-end=\"2054\">taux de reconnaissance sup\u00e9rieur \u00e0 97 %<\/strong>.<\/p>\n<h3>Une mise en \u0153uvre simple et rapide<\/h3>\n<p data-start=\"2460\" data-end=\"2531\">La force de la solution r\u00e9side dans sa <strong data-start=\"2499\" data-end=\"2527\">simplicit\u00e9 d\u2019utilisation<\/strong> :<\/p>\n<ul data-start=\"2532\" data-end=\"2691\">\n<li data-start=\"2532\" data-end=\"2571\">\n<p data-start=\"2534\" data-end=\"2571\">aucun jeu de donn\u00e9es d\u2019entra\u00eenement<\/p>\n<\/li>\n<li data-start=\"2572\" data-end=\"2610\">\n<p data-start=\"2574\" data-end=\"2610\">pas de phase de <em data-start=\"2590\" data-end=\"2608\">machine learning<\/em><\/p>\n<\/li>\n<li data-start=\"2611\" data-end=\"2653\">\n<p data-start=\"2613\" data-end=\"2653\">aucune courbe d\u2019apprentissage complexe<\/p>\n<\/li>\n<li data-start=\"2654\" data-end=\"2691\">\n<p data-start=\"2656\" data-end=\"2691\">aucun param\u00e9trage technique lourd<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2693\" data-end=\"2975\">Les <strong data-start=\"2697\" data-end=\"2715\">connecteurs IA<\/strong> sont d\u00e9j\u00e0 int\u00e9gr\u00e9s \u00e0 <strong data-start=\"2737\" data-end=\"2766\">KODAK Info Input Solution<\/strong> et doivent simplement \u00eatre activ\u00e9s. Les mod\u00e8les d\u2019IA sont g\u00e9n\u00e9ralement h\u00e9berg\u00e9s dans le cloud, mais <strong data-start=\"2867\" data-end=\"2880\">Microsoft<\/strong> propose \u00e9galement une option d\u2019installation <strong data-start=\"2925\" data-end=\"2948\">locale (on-premise)<\/strong> via des conteneurs Docker.<\/p>\n<p data-start=\"2977\" data-end=\"3270\">La solution permet de traiter automatiquement <strong data-start=\"3023\" data-end=\"3046\">les factures papier<\/strong>, mais aussi celles re\u00e7ues par <strong data-start=\"3077\" data-end=\"3087\">e-mail<\/strong>, au format <strong data-start=\"3099\" data-end=\"3106\">PDF<\/strong> ou via d\u2019autres supports num\u00e9riques. Le syst\u00e8me est imm\u00e9diatement op\u00e9rationnel, car il s\u2019appuie sur des <strong data-start=\"3211\" data-end=\"3269\">mod\u00e8les d\u2019IA pr\u00e9entra\u00een\u00e9s sur des millions de factures<\/strong>.<\/p>\n<p data-start=\"3272\" data-end=\"3617\">Ainsi, <strong data-start=\"3279\" data-end=\"3339\">presque toutes les factures non structur\u00e9es ou imprim\u00e9es<\/strong>, peuvent \u00eatre lues instantan\u00e9ment, gr\u00e2ce \u00e0 la prise en charge de <strong data-start=\"3428\" data-end=\"3455\">plus de 100 langues OCR<\/strong>. Les factures manuscrites sont \u00e9galement reconnues avec une <strong data-start=\"3516\" data-end=\"3541\">tr\u00e8s grande pr\u00e9cision<\/strong> (environ <strong data-start=\"3551\" data-end=\"3569\">12 langues ICR<\/strong>), y compris les informations \u00e9crites \u00e0 la main.<\/p>\n<p>&nbsp;<\/p>\n<h2>Quelles donn\u00e9es peuvent \u00eatre extraites ?<\/h2>\n<p>Avec <strong data-start=\"231\" data-end=\"260\">KODAK Info Input Solution<\/strong>, les entreprises d\u00e9finissent pr\u00e9cis\u00e9ment <strong data-start=\"302\" data-end=\"362\">quelles informations doivent \u00eatre extraites des factures<\/strong>, en fonction de leurs besoins m\u00e9tiers.<br \/>\nParmi les donn\u00e9es couramment captur\u00e9es figurent notamment :<\/p>\n<ul>\n<li data-start=\"464\" data-end=\"485\">\n<p data-start=\"466\" data-end=\"485\">Num\u00e9ro de facture<\/p>\n<\/li>\n<li data-start=\"486\" data-end=\"508\">\n<p data-start=\"488\" data-end=\"508\">Num\u00e9ro de commande<\/p>\n<\/li>\n<li data-start=\"509\" data-end=\"532\">\n<p data-start=\"511\" data-end=\"532\">Date de facturation<\/p>\n<\/li>\n<li data-start=\"533\" data-end=\"568\">\n<p data-start=\"535\" data-end=\"568\">Informations sur le fournisseur<\/p>\n<\/li>\n<li data-start=\"569\" data-end=\"600\">\n<p data-start=\"571\" data-end=\"600\">Coordonn\u00e9es du destinataire<\/p>\n<\/li>\n<li data-start=\"601\" data-end=\"645\">\n<p data-start=\"603\" data-end=\"645\">Num\u00e9ro fiscal ou num\u00e9ro d\u2019identification<\/p>\n<\/li>\n<li data-start=\"646\" data-end=\"678\">\n<p data-start=\"648\" data-end=\"678\">Coordonn\u00e9es bancaires (IBAN)<\/p>\n<\/li>\n<li data-start=\"679\" data-end=\"717\">\n<p data-start=\"681\" data-end=\"717\">Montant total et montant de la TVA<\/p>\n<\/li>\n<\/ul>\n<p>Au-del\u00e0 de ces \u00e9l\u00e9ments, la solution permet \u00e9galement d\u2019extraire <strong data-start=\"784\" data-end=\"838\">les donn\u00e9es d\u2019en-t\u00eate et les lignes de facturation, <\/strong>telles que les d\u00e9signations des articles, les quantit\u00e9s et les prix unitaires, de mani\u00e8re enti\u00e8rement automatis\u00e9e.<br data-start=\"956\" data-end=\"959\" \/>Ces informations peuvent ensuite \u00eatre <strong data-start=\"997\" data-end=\"1038\">transmises directement au syst\u00e8me ERP<\/strong>, sans intervention manuelle.<\/p>\n<div id=\"attachment_3864\" style=\"width: 1034px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-3864\" class=\"wp-image-3864 size-large\" src=\"https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild4-1024x132.png\" alt=\"Automatisierte Rechnungsverarbeitung\" width=\"1024\" height=\"132\" srcset=\"https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild4-980x126.png 980w, https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild4-480x62.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><p id=\"caption-attachment-3864\" class=\"wp-caption-text\">Lecture et importation de donn\u00e9es sous forme de tableaux<\/p><\/div>\n<p>&nbsp;<\/p>\n<div id=\"attachment_3865\" style=\"width: 1034px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-3865\" class=\"wp-image-3865 size-large\" src=\"https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild5-1024x468.png\" alt=\"Automatisierte Rechnungslesung\" width=\"1024\" height=\"468\" srcset=\"https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild5-980x448.png 980w, https:\/\/courrier-automatise.kodakalaris.com\/wp-content\/uploads\/2025\/02\/Bild5-480x219.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><p id=\"caption-attachment-3865\" class=\"wp-caption-text\">Masque de saisie de KODAK Info Input Solution : exemple d&#8217;une lecture tr\u00e8s pr\u00e9cise des donn\u00e9es de facturation<\/p><\/div>\n<h2>Validation et enrichissement des donn\u00e9es<\/h2>\n<p data-start=\"293\" data-end=\"758\">Au sein de <strong data-start=\"304\" data-end=\"333\">KODAK Info Input Solution<\/strong>, il est possible de mettre en place des <strong data-start=\"374\" data-end=\"434\">m\u00e9canismes de contr\u00f4le et des v\u00e9rifications de coh\u00e9rence<\/strong>, soit directement au niveau des champs, soit par comparaison avec des bases de donn\u00e9es existantes. Ces contr\u00f4les permettent de <strong data-start=\"562\" data-end=\"609\">valider et d\u2019enrichir les donn\u00e9es extraites<\/strong> (par exemple les num\u00e9ros de commande ou les IBAN), d\u2019am\u00e9liorer encore la fiabilit\u00e9 des informations et de <strong data-start=\"716\" data-end=\"757\">r\u00e9duire significativement les erreurs<\/strong>.<\/p>\n<p data-start=\"760\" data-end=\"969\">Gr\u00e2ce au <strong data-start=\"769\" data-end=\"831\">module int\u00e9gr\u00e9 de validation, de contr\u00f4le et de correction<\/strong>, les donn\u00e9es peuvent \u00eatre v\u00e9rifi\u00e9es, compl\u00e9t\u00e9es et corrig\u00e9es de mani\u00e8re simple et s\u00e9curis\u00e9e avant leur transmission aux syst\u00e8mes m\u00e9tiers.<\/p>\n<p>La mise en \u0153uvre d\u2019une telle solution est <strong data-start=\"1915\" data-end=\"1947\">simple, rapide et \u00e9conomique<\/strong>. Aucune expertise sp\u00e9cifique en OCR ou en ICR n\u2019est requise, et le <strong data-start=\"2015\" data-end=\"2050\">retour sur investissement<\/strong>\u00a0peut g\u00e9n\u00e9ralement \u00eatre d\u00e9montr\u00e9 <strong data-start=\"2083\" data-end=\"2117\">en quelques semaines seulement<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lecture automatis\u00e9e des factures Dans de nombreuses entreprises, les factures coexistent encore sous des formats tr\u00e8s vari\u00e9s : documents papier, fichiers PDF ou contenus non structur\u00e9s issus de diff\u00e9rents canaux. Cette diversit\u00e9 complique leur traitement et freine l\u2019automatisation des processus comptables. Pour r\u00e9pondre \u00e0 ces enjeux, les solutions modernes bas\u00e9es sur l\u2019intelligence artificielle permettent aujourd\u2019hui [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":4552,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[9,16],"tags":[132,111,114,139,140,121,137,113,127,123,135,119,120,118,117,133,112,126,62,37,141,124,67,130,138,128,134,131,125,136,115,116,129,122],"class_list":["post-3859","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-intelligent-document-processing","category-lecture-de-factures","tag-automatisierte-datenextraktion","tag-automatisierte-rechnungslesung","tag-b2b","tag-cloudbasierte-rechnungsverarbeitung","tag-compliance-e-rechnungen","tag-datenextraktion","tag-digitalisierung-rechnungswesen","tag-e-rechnungen","tag-e-rechnungen-b2b","tag-effizienz","tag-effizienzsteigerung-rechnungsbearbeitung","tag-genauigkeit","tag-icr","tag-info-input-solution","tag-intelligent-document-processing-idp","tag-ki-gestuetzte-rechnungsverarbeitung","tag-ki-tools","tag-ki-tools-fuer-rechnungsverarbeitung","tag-kodak-alaris","tag-kodak-info-input-solution","tag-kosteneinsparung-rechnungsbearbeitung","tag-kostenersparnis","tag-ocr","tag-ocr-icr-fuer-rechnungen","tag-papierlose-buchhaltung","tag-rechnungsdaten-auslesen","tag-rechnungsvalidierung","tag-rechnungsverarbeitung-kmu","tag-roi","tag-roi-rechnungsautomatisierung","tag-strukturierte-formate","tag-unstrukturierte-rechnungen","tag-unstrukturierte-rechnungen-verarbeiten","tag-validierung"],"acf":[],"_links":{"self":[{"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/posts\/3859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3859"}],"version-history":[{"count":34,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/posts\/3859\/revisions"}],"predecessor-version":[{"id":5488,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/posts\/3859\/revisions\/5488"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=\/wp\/v2\/media\/4552"}],"wp:attachment":[{"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3859"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3859"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courrier-automatise.kodakalaris.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}