{"id":7785,"date":"2021-07-13T12:17:52","date_gmt":"2021-07-13T10:17:52","guid":{"rendered":"https:\/\/golem.ai\/blog\/cas-usage-nlp-compliance\/"},"modified":"2022-04-22T11:56:45","modified_gmt":"2022-04-22T09:56:45","slug":"cas-usage-nlp-compliance","status":"publish","type":"post","link":"https:\/\/miralia.ai\/en\/blog\/technologie\/cas-usage-nlp-compliance","title":{"rendered":"3 cas d\u2019usage du NLP dans la conformit\u00e9"},"content":{"rendered":"<h3>La conformit\u00e9 (ou compliance), tr\u00e8s r\u00e9pandue dans les secteurs de l\u2019assurance et de la banque, est un processus permettant de&nbsp;valider\/invalider certaines directives ou crit\u00e8res contenus dans un cahier des charges. La l\u00e9gislation \u00e9voluant r\u00e9guli\u00e8rement, c\u2019est un challenge d\u2019int\u00e9grer de l\u2019IA de compr\u00e9hension du langage qui analyse rapidement un grand volume de documents, et qui se met \u00e0 jour facilement. <a href=\"https:\/\/golem.ai\/fr\/blog\/entreprise\/dark-data-IA\"><span style=\"color: #e27e5a;\">Le choix d\u2019une technologie<\/span><\/a> de Natural Language Processing (NLP) qui ne d\u00e9pend pas d&rsquo;entra\u00eenement (machine learning) est d\u2019ailleurs souvent d\u00e9terminant du temps n\u00e9cessaire \u00e0 son int\u00e9gration.<\/h3>\n<p><\/p>\n<h2>Audit des normes<\/h2>\n<p><strong>L\u2019analyse du langage<\/strong> prend ici tout son sens, car <strong>les audits de normes<\/strong> se composent de nombreux documents \u00e0 analyser. Qu\u2019il s\u2019agisse de factures, de fiches clients ou de portefeuille de titres, ces donn\u00e9es sont nombreuses et difficilement accessibles rapidement.<\/p>\n<p>Ces donn\u00e9es souvent de bonnes qualit\u00e9s dans des formats normalis\u00e9s, sont \u00e9parpill\u00e9es dans diff\u00e9rents syst\u00e8mes d\u2019information qui d\u2019ailleurs ne communiquent pas forc\u00e9ment entre eux facilement. L\u2019analyse du langage permet ici certes de retrouver une information plus rapidement, mais \u00e9galement la norme et <strong>sa position pr\u00e9cise dans le document<\/strong>. Un gain de temps non n\u00e9gligeable dans la finalisation d\u2019un audit.<\/p>\n<h2>Automatisation de l\u2019accueil de nouveaux clients (KYC)<\/h2>\n<p>Dans le cadre de la lutte contre la fraude, le blanchiment et le financement du terrorisme aussi appel\u00e9 Anti-Money Landering (<strong>AML<\/strong>), la l\u00e9gislation impose une v\u00e9rification d\u2019identit\u00e9 des nouveaux clients.<\/p>\n<p>Compl\u00e9t\u00e9 par des contr\u00f4les Know Your Customer (<strong>KYC<\/strong>) propres \u00e0 chaque entreprise et notamment dans la banque, il s\u2019agit d\u2019un ensemble de crit\u00e8res et de data que l\u2019<strong>artificial intelligence<\/strong> peut analyser rapidement comme le statut juridique, l\u2019inscription au registre du commerce ou encore la solvabilit\u00e9 financi\u00e8re du client.<\/p>\n<p><a href=\"https:\/\/golem.ai\/fr\/ressources\/\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-12234 aligncenter\" src=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png\" sizes=\"(max-width: 480px) 100vw, 480px\" srcset=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-300x169.png 300w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-768x432.png 768w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-18x10.png 18w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png 960w\" alt=\"\" width=\"480\" height=\"270\"><\/a><\/p>\n<h2>Identification des fraudes<\/h2>\n<p>Depuis le d\u00e9veloppement des \u00e9changes num\u00e9riques et du t\u00e9l\u00e9travail qui implique de nouveaux process,&nbsp;<strong>le risque de fraudes<\/strong> est plus important. D\u2019une mani\u00e8re g\u00e9n\u00e9rale, l\u2019intelligence artificielle identifie ces fraudes depuis plusieurs ann\u00e9es, mais la proportion des entreprises \u00e0 l\u2019int\u00e9grer augmente fortement.<\/p>\n<p>D\u2019apr\u00e8s une \u00e9tude PWC* <em>\u201cLes experts observent ainsi que <strong>38% des entreprises fran\u00e7aises<\/strong> disposent d\u00e9j\u00e0 de technologies reposant sur l\u2019intelligence artificielle pour d\u00e9tecter des cas de fraude et que la m\u00eame proportion d\u2019entreprises a pour projet de mettre en place de tels dispositifs dans les mois \u00e0 venir.\u201d<\/em>&nbsp;<\/p>\n<p><strong>L\u2019analyse du langage<\/strong>, dans le cas des fraudes, permet notamment d\u2019identifier l\u2019exploitation multiple d\u2019un document pour un remboursement assurantiel, ou de faux documents utilis\u00e9s lors d\u2019une adh\u00e9sion ou d\u2019un contrat.<\/p>\n<p><\/p>\n<p>Une question concernant la&nbsp;gestion de la <strong><a href=\"https:\/\/golem.ai\/fr\/solutions\/relation-client\/\">compliance<\/a><\/strong> gr\u00e2ce \u00e0 l\u2019intelligence artificielle ? N\u2019h\u00e9sitez pas \u00e0 contacter <a href=\"https:\/\/golem.ai\/en\/contact\/\"><strong>nos \u00e9quipes<\/strong><\/a>&nbsp;si vous avez la moindre question, elles se feront un plaisir de vous r\u00e9pondre !<\/p>\n<p><em><span style=\"font-size: 10px;\">*https:\/\/www.pwc.fr\/fr\/assets\/files\/pdf\/2020\/11\/fr-france-pwc-cp-gec-2020.pdf<\/span><\/em>&nbsp;<\/p>\n\n\n<p><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Comment l&rsquo;analyse du langage profite au secteur de la conformit\u00e9 dans les banques et assurances ?<!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>","protected":false},"author":3,"featured_media":7787,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[68,74],"tags":[],"class_list":["post-7785","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-technologie"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L&#039;analyse du langage dans la conformit\u00e9<\/title>\n<meta name=\"description\" content=\"L&#039;intelligence artificielle et la NLP simplifie l&#039;analyse de la conformit\u00e9\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/miralia.ai\/en\/blog\/technologie\/cas-usage-nlp-compliance\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;analyse du langage dans la conformit\u00e9\" \/>\n<meta property=\"og:description\" content=\"L&#039;intelligence artificielle et la NLP simplifie l&#039;analyse de la conformit\u00e9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/miralia.ai\/en\/blog\/technologie\/cas-usage-nlp-compliance\/\" \/>\n<meta property=\"og:site_name\" content=\"Miralia.ai\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-13T10:17:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-04-22T09:56:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/12\/24154313\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Thomas Leduc\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@miralia_ai\" \/>\n<meta name=\"twitter:site\" content=\"@miralia_ai\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance\"},\"author\":{\"name\":\"Thomas Leduc\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/a25711a1713dceec302b048e7a97f063\"},\"headline\":\"3 cas d\u2019usage du NLP dans la conformit\u00e9\",\"datePublished\":\"2021-07-13T10:17:52+00:00\",\"dateModified\":\"2022-04-22T09:56:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance\"},\"wordCount\":525,\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143500\\\/8854a240c165e6e9024e8d893e0086be8510917a-1.png\",\"articleSection\":[\"Blog\",\"Technologie\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance\",\"url\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance\",\"name\":\"L'analyse du langage dans la conformit\u00e9\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143500\\\/8854a240c165e6e9024e8d893e0086be8510917a-1.png\",\"datePublished\":\"2021-07-13T10:17:52+00:00\",\"dateModified\":\"2022-04-22T09:56:45+00:00\",\"description\":\"L'intelligence artificielle et la NLP simplifie l'analyse de la conformit\u00e9\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/technologie\\\/cas-usage-nlp-compliance#primaryimage\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/24154313\\\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/24154313\\\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png\",\"width\":\"\",\"height\":\"\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"name\":\"Miralia.ai\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\",\"name\":\"Miralia\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"width\":1061,\"height\":211,\"caption\":\"Miralia\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/miralia_ai\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/miralia\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/a25711a1713dceec302b048e7a97f063\",\"name\":\"Thomas Leduc\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/10\\\/06140903\\\/photo-thomas-leduc-150x150.png\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/10\\\/06140903\\\/photo-thomas-leduc-150x150.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/10\\\/06140903\\\/photo-thomas-leduc-150x150.png\",\"caption\":\"Thomas Leduc\"},\"url\":\"https:\\\/\\\/miralia.ai\\\/en\\\/auteur\\\/thomasl\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"L'analyse du langage dans la conformit\u00e9","description":"L'intelligence artificielle et la NLP simplifie l'analyse de la conformit\u00e9","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/miralia.ai\/en\/blog\/technologie\/cas-usage-nlp-compliance\/","og_locale":"en_US","og_type":"article","og_title":"L'analyse du langage dans la conformit\u00e9","og_description":"L'intelligence artificielle et la NLP simplifie l'analyse de la conformit\u00e9","og_url":"https:\/\/miralia.ai\/en\/blog\/technologie\/cas-usage-nlp-compliance\/","og_site_name":"Miralia.ai","article_published_time":"2021-07-13T10:17:52+00:00","article_modified_time":"2022-04-22T09:56:45+00:00","og_image":[{"url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/12\/24154313\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png","width":"","height":"","type":"image\/png"}],"author":"Thomas Leduc","twitter_card":"summary_large_image","twitter_creator":"@miralia_ai","twitter_site":"@miralia_ai","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance#article","isPartOf":{"@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance"},"author":{"name":"Thomas Leduc","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/a25711a1713dceec302b048e7a97f063"},"headline":"3 cas d\u2019usage du NLP dans la conformit\u00e9","datePublished":"2021-07-13T10:17:52+00:00","dateModified":"2022-04-22T09:56:45+00:00","mainEntityOfPage":{"@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance"},"wordCount":525,"publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"image":{"@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143500\/8854a240c165e6e9024e8d893e0086be8510917a-1.png","articleSection":["Blog","Technologie"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance","url":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance","name":"L'analyse du langage dans la conformit\u00e9","isPartOf":{"@id":"https:\/\/miralia.ai\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance#primaryimage"},"image":{"@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143500\/8854a240c165e6e9024e8d893e0086be8510917a-1.png","datePublished":"2021-07-13T10:17:52+00:00","dateModified":"2022-04-22T09:56:45+00:00","description":"L'intelligence artificielle et la NLP simplifie l'analyse de la conformit\u00e9","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/miralia.ai\/blog\/technologie\/cas-usage-nlp-compliance#primaryimage","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/12\/24154313\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/12\/24154313\/13_07_2021-3-cas-dusage-du-NLP-dans-la-conformite%CC%81.png","width":"","height":""},{"@type":"WebSite","@id":"https:\/\/miralia.ai\/fr\/#website","url":"https:\/\/miralia.ai\/fr\/","name":"Miralia.ai","description":"","publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/miralia.ai\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/miralia.ai\/fr\/#organization","name":"Miralia","url":"https:\/\/miralia.ai\/fr\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","width":1061,"height":211,"caption":"Miralia"},"image":{"@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/miralia_ai","https:\/\/www.linkedin.com\/company\/miralia\/"]},{"@type":"Person","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/a25711a1713dceec302b048e7a97f063","name":"Thomas Leduc","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/10\/06140903\/photo-thomas-leduc-150x150.png","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/10\/06140903\/photo-thomas-leduc-150x150.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/10\/06140903\/photo-thomas-leduc-150x150.png","caption":"Thomas Leduc"},"url":"https:\/\/miralia.ai\/en\/auteur\/thomasl"}]}},"_links":{"self":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/7785","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/comments?post=7785"}],"version-history":[{"count":5,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/7785\/revisions"}],"predecessor-version":[{"id":12870,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/posts\/7785\/revisions\/12870"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/media\/7787"}],"wp:attachment":[{"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/media?parent=7785"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/categories?post=7785"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miralia.ai\/en\/wp-json\/wp\/v2\/tags?post=7785"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}