{"id":30644,"date":"2025-10-07T16:27:26","date_gmt":"2025-10-07T16:27:26","guid":{"rendered":"https:\/\/www.tenthrevolution.com\/?p=30644"},"modified":"2025-10-08T09:57:23","modified_gmt":"2025-10-08T09:57:23","slug":"pratique-de-la-souverainete-de-lata","status":"publish","type":"post","link":"https:\/\/stage.tenthrevolution.com\/fr\/data-ai\/ata-sovereignty-practice\/","title":{"rendered":"La souverainet\u00e9 des donn\u00e9es en pratique : Les erreurs commises par les entreprises internationales"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30644\" class=\"elementor elementor-30644\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12ebe0e e-flex e-con-boxed e-con e-parent\" data-id=\"12ebe0e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ceedc2 elementor-widget elementor-widget-text-editor\" data-id=\"9ceedc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>La souverainet\u00e9 des donn\u00e9es est devenue l'un des d\u00e9fis les plus pressants pour les entreprises qui adoptent l'IA et le cloud. <\/strong><\/p><p>Pourtant, de nombreuses entreprises sous-estiment encore ce qui est n\u00e9cessaire pour se mettre en conformit\u00e9.<\/p><p>Les r\u00e9gulateurs en Europe, au Br\u00e9sil, en Chine et au-del\u00e0 renforcent les r\u00e8gles sur l'endroit o\u00f9 les donn\u00e9es peuvent vivre, comment elles peuvent se d\u00e9placer et qui peut y acc\u00e9der. Dans le m\u00eame temps, l'adoption de l'IA entra\u00eene une explosion des flux de donn\u00e9es transfrontaliers, de la formation de grands mod\u00e8les \u00e0 l'ex\u00e9cution d'inf\u00e9rences \u00e0 l'\u00e9chelle. Les dirigeants supposent souvent que les contrats de cloud existants ou les certifications de conformit\u00e9 suffisent, pour d\u00e9couvrir tardivement que leurs syst\u00e8mes ne sont pas conformes.<\/p><h2><strong>La r\u00e9alit\u00e9 de la souverainet\u00e9 moderne<\/strong><\/h2><p>Pour les entreprises internationales, la souverainet\u00e9 ne consiste pas seulement \u00e0 choisir une r\u00e9gion dans la console d'un fournisseur de cloud. Il s'agit de prouver que les donn\u00e9es sensibles ne quittent jamais les juridictions approuv\u00e9es, que l'acc\u00e8s est \u00e9troitement contr\u00f4l\u00e9 et que les mod\u00e8les d'IA sont form\u00e9s et d\u00e9ploy\u00e9s \u00e0 l'int\u00e9rieur de ces fronti\u00e8res.<\/p><p>Quelques exemples d'erreurs courantes :<\/p><ul><li><strong>Supposer que l'informatique d\u00e9mat\u00e9rialis\u00e9e est synonyme de conformit\u00e9 :<\/strong> De nombreuses organisations pensent que l'h\u00e9bergement aupr\u00e8s d'un grand fournisseur de services en nuage garantit automatiquement la conformit\u00e9. En r\u00e9alit\u00e9, la souverainet\u00e9 exige des contr\u00f4les suppl\u00e9mentaires que les fournisseurs ne configurent pas par d\u00e9faut.<br \/><br \/><\/li><li><strong>La d\u00e9duction n'est pas prise en compte :<\/strong> Les donn\u00e9es de formation sont souvent au centre des pr\u00e9occupations, mais les charges de travail d'inf\u00e9rence peuvent tout aussi bien enfreindre les r\u00e8gles de r\u00e9sidence si les r\u00e9ponses sont achemin\u00e9es via des r\u00e9gions non conformes.<br \/><br \/><\/li><li><strong>Ignorer les cha\u00eenes d'approvisionnement des fournisseurs :<\/strong> M\u00eame si votre contrat est conclu avec un fournisseur conforme, les services tiers et les sous-traitants peuvent pr\u00e9senter des risques en mati\u00e8re de souverainet\u00e9.<br \/><br \/><\/li><li><strong>Traiter la souverainet\u00e9 comme un projet ponctuel :<\/strong> Les r\u00e9glementations \u00e9voluent et la souverainet\u00e9 doit donc \u00eatre contr\u00f4l\u00e9e et valid\u00e9e en permanence, et non pas \u00eatre coch\u00e9e.<br \/><br \/><\/li><\/ul><p>Vous voulez \u00e9viter les pi\u00e8ges de la souverainet\u00e9 ? <a href=\"https:\/\/www.tenthrevolution.com\/contract\/\">Groupe de la dixi\u00e8me r\u00e9volution<\/a> aide les entreprises \u00e0 recruter des sp\u00e9cialistes de l'informatique en nuage et des donn\u00e9es qui con\u00e7oivent et contr\u00f4lent une infrastructure pr\u00eate \u00e0 \u00eatre mise en conformit\u00e9.<\/p><h2><strong>Les attentes des r\u00e9gulateurs<\/strong><\/h2><p>Les autorit\u00e9s sont de plus en plus explicites quant \u00e0 leurs exigences. La loi europ\u00e9enne sur l'IA, la LGPD br\u00e9silienne et la PIPL chinoise mettent toutes l'accent sur la tra\u00e7abilit\u00e9, la transparence et les limites strictes impos\u00e9es aux transferts transfrontaliers. Cela signifie que les entreprises doivent \u00eatre en mesure de d\u00e9montrer<\/p><ul><li><strong>Lignage des donn\u00e9es -<\/strong> L'origine des donn\u00e9es, l'endroit o\u00f9 elles sont stock\u00e9es et la mani\u00e8re dont elles ont \u00e9t\u00e9 d\u00e9plac\u00e9es.<br \/><br \/><\/li><li><strong>Contr\u00f4le d'acc\u00e8s -<\/strong> Qui peut voir ou modifier les donn\u00e9es, et si cet acc\u00e8s est conforme aux r\u00e8gles de r\u00e9sidence.<br \/><br \/><\/li><li><strong>Mod\u00e8le de gouvernance -<\/strong> Si les mod\u00e8les d'IA form\u00e9s sur des donn\u00e9es locales restent conformes lorsqu'ils sont d\u00e9ploy\u00e9s en production.<br \/><br \/><\/li><li><strong>Auditabilit\u00e9 -<\/strong> Preuve que les syst\u00e8mes et les flux de travail peuvent \u00eatre v\u00e9rifi\u00e9s de mani\u00e8re ind\u00e9pendante \u00e0 tout moment.<br \/><br \/><\/li><\/ul><p>Pour r\u00e9pondre \u00e0 ces attentes, il faut \u00e0 la fois des contr\u00f4les techniques et des personnes comp\u00e9tentes pour les superviser.<\/p><h2><strong>Enseignements de l'industrie<\/strong><\/h2><p>Diff\u00e9rents secteurs ressentent d\u00e9j\u00e0 l'impact des exigences de souverainet\u00e9 :<\/p><ul><li><strong>Services financiers -<\/strong> Les entreprises qui servent les clients de l'UE investissent dans des clusters de nuages souverains afin de conserver les donn\u00e9es de transaction sensibles \u00e0 l'int\u00e9rieur des fronti\u00e8res nationales.<br \/><br \/><\/li><li><strong>Soins de sant\u00e9 -<\/strong> Les prestataires doivent s'assurer que les donn\u00e9es des patients ne traversent jamais les juridictions sans autorisation explicite, en faisant de l'apprentissage f\u00e9d\u00e9r\u00e9 et des clusters d'IA dans la r\u00e9gion une priorit\u00e9.<br \/><br \/><\/li><li><strong>Vente au d\u00e9tail -<\/strong> Les plateformes multinationales de commerce \u00e9lectronique construisent des lacs de donn\u00e9es r\u00e9gionaux pour se conformer aux r\u00e8gles divergentes en mati\u00e8re de protection de la vie priv\u00e9e et de souverainet\u00e9 sur les march\u00e9s.<br \/><br \/><\/li><li><strong>Secteur public -<\/strong> Les gouvernements exigent des entrepreneurs qu'ils h\u00e9bergent et traitent les donn\u00e9es exclusivement dans le pays, ce qui oblige les fournisseurs \u00e0 repenser leurs strat\u00e9gies d'infrastructure.<br \/><br \/><\/li><\/ul><p>Ces le\u00e7ons montrent clairement que la souverainet\u00e9 n'est plus un risque th\u00e9orique, mais un d\u00e9fi op\u00e9rationnel r\u00e9el.<\/p><p>Se pr\u00e9parer \u00e0 une mise en conformit\u00e9 plus stricte en 2025 ? TRG's <a href=\"https:\/\/www.tenthrevolution.com\/insights\/data-and-ai-salary-guide\/\">Guide des salaires de l'IA<\/a> montre comment les entreprises se dotent de comp\u00e9tences en mati\u00e8re de gouvernance et de s\u00e9curit\u00e9 pour rester dans la course.<\/p><h2><strong>Comment les dirigeants peuvent prendre le contr\u00f4le<\/strong><\/h2><p>Si votre entreprise op\u00e8re \u00e0 l'\u00e9chelle mondiale, la souverainet\u00e9 devrait d\u00e9j\u00e0 faire partie des pr\u00e9occupations du conseil d'administration. Voici quelques mesures pratiques pour aller de l'avant :<\/p><ol><li><strong>Cartographiez vos flux de donn\u00e9es -<\/strong> Identifier l'origine des donn\u00e9es, leurs d\u00e9placements et les r\u00e9gions susceptibles de pr\u00e9senter des risques de non-conformit\u00e9.<br \/><br \/><\/li><li><strong>Strat\u00e9gies de r\u00e9partition de la charge de travail -<\/strong> Planifiez non seulement les donn\u00e9es d'entra\u00eenement, mais aussi l'inf\u00e9rence, en veillant \u00e0 ce que toutes les charges de travail restent dans les limites des comp\u00e9tences approuv\u00e9es.<br \/><br \/><\/li><li><strong>Int\u00e9grer la souverainet\u00e9 dans les march\u00e9s publics<\/strong> Ne vous contentez pas d'examiner les documents commerciaux des fournisseurs, v\u00e9rifiez les accords de sous-traitance et les contr\u00f4les de conformit\u00e9.<br \/><br \/><\/li><li><strong>Investir dans les talents en mati\u00e8re de gouvernance -<\/strong> Vous avez besoin de sp\u00e9cialistes qui comprennent \u00e0 la fois l'infrastructure et la r\u00e9glementation. Les mod\u00e8les fond\u00e9s sur des contrats vous donnent la souplesse n\u00e9cessaire pour faire appel \u00e0 des experts \u00e0 mesure que les r\u00e8gles changent.<br \/><br \/><\/li><li><strong>Construire pour changer -<\/strong> Les r\u00e9glementations ne cesseront d'\u00e9voluer. Les syst\u00e8mes doivent \u00eatre con\u00e7us pour permettre un contr\u00f4le, des audits et une adaptation continus.<br \/><br \/><\/li><\/ol><h2><strong>Pourquoi la souverainet\u00e9 est-elle importante aujourd'hui ?<\/strong><\/h2><p>Les cons\u00e9quences d'une mauvaise gestion de la souverainet\u00e9 sont r\u00e9elles : amendes, projets bloqu\u00e9s, atteinte \u00e0 la r\u00e9putation et, dans certains secteurs, impossibilit\u00e9 d'exercer toute activit\u00e9. Mais lorsqu'elle est bien g\u00e9r\u00e9e, la souverainet\u00e9 peut constituer un avantage concurrentiel. Les clients, les r\u00e9gulateurs et les partenaires sont plus enclins \u00e0 faire confiance aux organisations qui font preuve de contr\u00f4le et de transparence.<\/p><p>Pour les dirigeants mondiaux, le d\u00e9fi n'est pas de savoir s'il faut donner la priorit\u00e9 \u00e0 la souverainet\u00e9, mais de savoir \u00e0 quelle vitesse ils peuvent mettre en place les talents et les cadres n\u00e9cessaires pour l'int\u00e9grer dans les op\u00e9rations quotidiennes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53953fb elementor-cta--layout-image-left elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"53953fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"Carte image_0002_14\" data-bg-image=\"url(https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2024\/04\/Card-image_0002_14-768x525.jpg)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t<b>Vous recherchez des professionnels du cloud et de l'IA qui comprennent la souverainet\u00e9, la gouvernance et la conformit\u00e9 ? <\/b>\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tLe groupe Tenth Revolution vous met en relation avec des talents technologiques de confiance qui peuvent concevoir, surveiller et mettre \u00e0 l'\u00e9chelle des syst\u00e8mes s\u00e9curis\u00e9s et pr\u00eats pour la r\u00e9glementation.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">\n\t\t\t\t\t\tCommencer\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>De nombreuses entreprises pensent que les contrats de cloud computing garantissent la souverainet\u00e9. D\u00e9couvrez les attentes des r\u00e9gulateurs, les erreurs courantes et la mani\u00e8re de mettre en place des syst\u00e8mes d'IA et d'informatique d\u00e9mat\u00e9rialis\u00e9e adapt\u00e9s \u00e0 la conformit\u00e9.<\/p>","protected":false},"author":2,"featured_media":30648,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[74],"tags":[],"class_list":["post-30644","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data sovereignty in practice: What global businesses miss<\/title>\n<meta name=\"description\" content=\"Some assume cloud contracts guarantee sovereignty. Learn what regulators expect, mistakes, and how to resource compliance-ready AI and cloud platforms.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data sovereignty in practice: What global businesses miss\" \/>\n<meta property=\"og:description\" content=\"Some assume cloud contracts guarantee sovereignty. Learn what regulators expect, mistakes, and how to resource compliance-ready AI and cloud platforms.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/stage.tenthrevolution.com\/fr\/donnees-ai\/pratique-de-la-souverainete-de-lata\/\" \/>\n<meta property=\"og:site_name\" content=\"Tenth Revolution Group\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-07T16:27:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-08T09:57:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nicola Wright\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nicola Wright\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/\"},\"author\":{\"name\":\"Nicola Wright\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#\\\/schema\\\/person\\\/86be08e0ca952a1cf79edea07f2bc019\"},\"headline\":\"Data sovereignty in practice: What global businesses are getting wrong\",\"datePublished\":\"2025-10-07T16:27:26+00:00\",\"dateModified\":\"2025-10-08T09:57:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/\"},\"wordCount\":773,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/TRG-Data-sovereignty-Header.jpg\",\"articleSection\":[\"Data &amp; AI\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/\",\"name\":\"Data sovereignty in practice: What global businesses miss\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/TRG-Data-sovereignty-Header.jpg\",\"datePublished\":\"2025-10-07T16:27:26+00:00\",\"dateModified\":\"2025-10-08T09:57:23+00:00\",\"description\":\"Some assume cloud contracts guarantee sovereignty. Learn what regulators expect, mistakes, and how to resource compliance-ready AI and cloud platforms.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/data-ai\\\/ata-sovereignty-practice\\\/#primaryimage\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/TRG-Data-sovereignty-Header.jpg\",\"contentUrl\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/TRG-Data-sovereignty-Header.jpg\",\"width\":1200,\"height\":627},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#website\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/\",\"name\":\"Tenth Revolution Group\",\"description\":\"The tech talent experts\",\"publisher\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#organization\",\"name\":\"Tenth Revolution Group\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/TRG-Logo-On-light_RGB.png\",\"contentUrl\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/TRG-Logo-On-light_RGB.png\",\"width\":1499,\"height\":321,\"caption\":\"Tenth Revolution Group\"},\"image\":{\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/#\\\/schema\\\/person\\\/86be08e0ca952a1cf79edea07f2bc019\",\"name\":\"Nicola Wright\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/wphb-cache\\\/gravatar\\\/26c\\\/26cc189371b9935e735548fa9a62099ax96.jpg\",\"url\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/wphb-cache\\\/gravatar\\\/26c\\\/26cc189371b9935e735548fa9a62099ax96.jpg\",\"contentUrl\":\"https:\\\/\\\/stage.tenthrevolution.com\\\/wp-content\\\/wphb-cache\\\/gravatar\\\/26c\\\/26cc189371b9935e735548fa9a62099ax96.jpg\",\"caption\":\"Nicola Wright\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"La souverainet\u00e9 des donn\u00e9es en pratique : Ce qui \u00e9chappe aux entreprises mondiales","description":"Certains pensent que les contrats de cloud garantissent la souverainet\u00e9. D\u00e9couvrez les attentes des r\u00e9gulateurs, les erreurs et la mani\u00e8re d'obtenir des ressources pour des plateformes d'IA et de cloud pr\u00eates pour la conformit\u00e9.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"fr_FR","og_type":"article","og_title":"Data sovereignty in practice: What global businesses miss","og_description":"Some assume cloud contracts guarantee sovereignty. Learn what regulators expect, mistakes, and how to resource compliance-ready AI and cloud platforms.","og_url":"https:\/\/stage.tenthrevolution.com\/fr\/donnees-ai\/pratique-de-la-souverainete-de-lata\/","og_site_name":"Tenth Revolution Group","article_published_time":"2025-10-07T16:27:26+00:00","article_modified_time":"2025-10-08T09:57:23+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg","type":"image\/jpeg"}],"author":"Nicola Wright","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Nicola Wright","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#article","isPartOf":{"@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/"},"author":{"name":"Nicola Wright","@id":"https:\/\/stage.tenthrevolution.com\/#\/schema\/person\/86be08e0ca952a1cf79edea07f2bc019"},"headline":"Data sovereignty in practice: What global businesses are getting wrong","datePublished":"2025-10-07T16:27:26+00:00","dateModified":"2025-10-08T09:57:23+00:00","mainEntityOfPage":{"@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/"},"wordCount":773,"commentCount":0,"publisher":{"@id":"https:\/\/stage.tenthrevolution.com\/#organization"},"image":{"@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#primaryimage"},"thumbnailUrl":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg","articleSection":["Data &amp; AI"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/","url":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/","name":"La souverainet\u00e9 des donn\u00e9es en pratique : Ce qui \u00e9chappe aux entreprises mondiales","isPartOf":{"@id":"https:\/\/stage.tenthrevolution.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#primaryimage"},"image":{"@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#primaryimage"},"thumbnailUrl":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg","datePublished":"2025-10-07T16:27:26+00:00","dateModified":"2025-10-08T09:57:23+00:00","description":"Certains pensent que les contrats de cloud garantissent la souverainet\u00e9. D\u00e9couvrez les attentes des r\u00e9gulateurs, les erreurs et la mani\u00e8re d'obtenir des ressources pour des plateformes d'IA et de cloud pr\u00eates pour la conformit\u00e9.","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/stage.tenthrevolution.com\/data-ai\/ata-sovereignty-practice\/#primaryimage","url":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg","contentUrl":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/10\/TRG-Data-sovereignty-Header.jpg","width":1200,"height":627},{"@type":"WebSite","@id":"https:\/\/stage.tenthrevolution.com\/#website","url":"https:\/\/stage.tenthrevolution.com\/","name":"Groupe de la dixi\u00e8me r\u00e9volution","description":"Les experts en talents technologiques","publisher":{"@id":"https:\/\/stage.tenthrevolution.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/stage.tenthrevolution.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/stage.tenthrevolution.com\/#organization","name":"Groupe de la dixi\u00e8me r\u00e9volution","url":"https:\/\/stage.tenthrevolution.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/stage.tenthrevolution.com\/#\/schema\/logo\/image\/","url":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2024\/04\/TRG-Logo-On-light_RGB.png","contentUrl":"https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2024\/04\/TRG-Logo-On-light_RGB.png","width":1499,"height":321,"caption":"Tenth Revolution Group"},"image":{"@id":"https:\/\/stage.tenthrevolution.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/stage.tenthrevolution.com\/#\/schema\/person\/86be08e0ca952a1cf79edea07f2bc019","name":"Nicola Wright","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/stage.tenthrevolution.com\/wp-content\/wphb-cache\/gravatar\/26c\/26cc189371b9935e735548fa9a62099ax96.jpg","url":"https:\/\/stage.tenthrevolution.com\/wp-content\/wphb-cache\/gravatar\/26c\/26cc189371b9935e735548fa9a62099ax96.jpg","contentUrl":"https:\/\/stage.tenthrevolution.com\/wp-content\/wphb-cache\/gravatar\/26c\/26cc189371b9935e735548fa9a62099ax96.jpg","caption":"Nicola Wright"}}]}},"_links":{"self":[{"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/posts\/30644","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/comments?post=30644"}],"version-history":[{"count":6,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/posts\/30644\/revisions"}],"predecessor-version":[{"id":30654,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/posts\/30644\/revisions\/30654"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/media\/30648"}],"wp:attachment":[{"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/media?parent=30644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/categories?post=30644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stage.tenthrevolution.com\/fr\/wp-json\/wp\/v2\/tags?post=30644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}