{"id":7655,"date":"2024-07-04T08:47:10","date_gmt":"2024-07-04T06:47:10","guid":{"rendered":"https:\/\/numalis.com\/normes\/"},"modified":"2026-01-20T16:53:34","modified_gmt":"2026-01-20T15:53:34","slug":"normes","status":"publish","type":"page","link":"https:\/\/numalis.com\/fr\/normes\/","title":{"rendered":"Normes"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7655\" class=\"elementor elementor-7655 elementor-1121\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afeebec e-flex e-con-boxed e-con e-parent\" data-id=\"afeebec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31f84ee elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"31f84ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Engagement de Numalis en faveur de la normalisation internationale de l'IA\u00a0: Construire un cadre de confiance pour une adoption s\u00fbre<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-237a366 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"237a366\" 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>D\u00e9couvrez comment Numalis fa\u00e7onne l\u2019avenir de l\u2019IA gr\u00e2ce \u00e0 des contributions actives aupr\u00e8s des comit\u00e9s de normalisation internationaux. Notre travail assure le d\u00e9veloppement de cadres de r\u00e9f\u00e9rence applicables pour construire des syst\u00e8mes d\u2019IA fiables et certifiables. Nous \u00e9laborons les exigences industrielles et les meilleures pratiques afin de permettre le d\u00e9ploiement en toute confiance d\u2019une IA b\u00e9n\u00e9fique<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac9526f e-grid e-con-full e-con e-child\" data-id=\"ac9526f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7789f7 elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"c7789f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:180,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;laptop&quot;,&quot;tablet_extra&quot;,&quot;tablet&quot;,&quot;mobile_extra&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<nav class=\"sidebar\">\n  <ul id=\"sidebar-list\">\n    <!-- List items will be dynamically populated here -->\n  <\/ul>\n<\/nav>\n\n<style>\n  .sidebar ul {\n    padding-left: 0;\n    list-style-type: none;\n    padding-right: 2rem;\n  }\n\n  .sidebar li {\n    padding: 12px 0 6px 18px;\n    line-height: 1.5em;\n    border-left: solid 4px;\n    border-color: var(--e-global-color-46fb7e9);\n  }\n\n  .sidebar li:hover:not(.active) a {\n    color: var(--e-global-color-46fb7e9);\n  }\n\n  .sidebar li.active {\n    border-color: var(--e-global-color-primary);\n  }\n\n  .sidebar li a {\n    color: var(--e-global-color-46fb7e9);\n  }\n\n  .sidebar li.active a {\n    color: var(--e-global-color-primary);\n  }\n\n  section {\n    padding-top: 80px;\n    margin-top: -80px;\n  }\n<\/style>\n\n\n\n<script>\ndocument.addEventListener('DOMContentLoaded', () => {\n  const contentSection = document.getElementById('std-content');\n  const headings = contentSection.querySelectorAll('h2');\n  const sidebarList = document.getElementById('sidebar-list');\n  const offset = 140; \/\/ Offset for 140px from top\n\n  \/\/ Populate the sidebar with links\n  headings.forEach((heading, index) => {\n    const headingId = `heading-${index + 1}`;\n    heading.id = headingId;\n\n    const listItem = document.createElement('li');\n    const link = document.createElement('a');\n    link.href = `#${headingId}`;\n    link.textContent = heading.textContent;\n    link.addEventListener('click', (e) => {\n      e.preventDefault(); \/\/ Prevent default anchor click behavior\n      scrollToHeading(headingId); \/\/ Scroll with offset\n    });\n    listItem.appendChild(link);\n    sidebarList.appendChild(listItem);\n  });\n\n  \/\/ Scroll handler to update active class based on scroll position\n  window.addEventListener('scroll', () => {\n    let currentId = '';\n    headings.forEach((heading) => {\n      const rect = heading.getBoundingClientRect();\n      if (rect.top <= offset) { currentId = heading.id; } }); const sidebarItems = sidebarList.querySelectorAll('li'); sidebarItems.forEach(item => {\n      if (item.firstChild.getAttribute('href') === `#${currentId}`) {\n        item.classList.add('active');\n      } else {\n        item.classList.remove('active');\n      }\n    });\n  });\n\n  \/\/ Scroll to the heading with a 140px offset from the top\n  function scrollToHeading(id) {\n    const targetHeading = document.getElementById(id);\n    const targetPosition = targetHeading.getBoundingClientRect().top + window.scrollY - 130;\n\n    window.scrollTo({\n      top: targetPosition,\n      behavior: 'smooth' \/\/ Smooth scroll\n    });\n  }\n});\n<\/script>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6c3b16 elementor-widget elementor-widget-text-editor\" data-id=\"e6c3b16\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"std-content\" 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<h2>Comprendre le besoin de normalisation de l&rsquo;IA<\/h2><p>Pour r\u00e9pondre au besoin de confiance du public et de conformit\u00e9 \u00e0 la r\u00e9glementation de l&rsquo;IA, les industries, les institutions et les universit\u00e9s travaillent conjointement \u00e0 la normalisation de ce domaine en pleine \u00e9volution qu&rsquo;est l&rsquo;IA. Aujourd&rsquo;hui, l&rsquo;adoption de l&rsquo;IA se heurte encore \u00e0 des probl\u00e8mes de confiance de la part des parties prenantes. L&rsquo;IA ne s&rsquo;inscrit pas dans le cycle de vie classique bien \u00e9tabli des logiciels, et la d\u00e9fiance du public \u00e0 l&rsquo;\u00e9gard de la s\u00e9curit\u00e9 et de l&rsquo;\u00e9quit\u00e9 des syst\u00e8mes d&rsquo;IA reste encore importante. Les r\u00e9glementations en cours d&rsquo;\u00e9laboration proposent un cadre d\u2019\u00e9tablissement de confiance, mais ne d\u00e9finissent pas les exigences techniques que seule l&rsquo;industrie peut \u00e9tablir, compte tenu de l&rsquo;\u00e9tat actuel de la technique. La normalisation est la solution pour d\u00e9finir un cadre d&rsquo;exigences unifi\u00e9, significatif et r\u00e9alisable en r\u00e9ponse aux objectifs de chaque r\u00e9glementation.<\/p><h3>La normalisation vise \u00e0 att\u00e9nuer les risques inh\u00e9rents \u00e0 l&rsquo;IA.<\/h3><ul><li>S\u00e9curit\u00e9\u00a0: les algorithmes de l&rsquo;IA ont de nombreuses applications dans des secteurs critiques o\u00f9 la s\u00e9curit\u00e9 est primordiale, comme les v\u00e9hicules, les syst\u00e8mes de surveillance, les dispositifs de diagnostic m\u00e9dical et les applications de notation. La d\u00e9finition d&rsquo;exigences de s\u00e9curit\u00e9 appropri\u00e9es n\u2019est qu\u2019une partie des r\u00f4les des normes, qui permettront aux entreprises de fournir les preuves de fiabilit\u00e9 correspondantes.<\/li><li>Att\u00e9nuation des biais\u00a0: l&rsquo;IA est souvent sujette \u00e0 des probl\u00e8mes de partialit\u00e9. Les biais peuvent avoir plusieurs causes, pouvant \u00eatre d\u00e9tect\u00e9es \u00e0 chaque \u00e9tape du cycle de vie. Des exigences claires pour toutes les parties prenantes, exprim\u00e9es au moyen de normes convenues, sont donc n\u00e9cessaires pour garantir une att\u00e9nuation ad\u00e9quate des risques.<\/li><li>Interop\u00e9rabilit\u00e9\u00a0: Avec un grand nombre d&rsquo;environnements de d\u00e9veloppement, de processus et de r\u00e9glementations sp\u00e9cifiques, les compatibilit\u00e9s deviennent de plus en plus difficiles \u00e0 g\u00e9rer, ce qui peut devenir un frein au d\u00e9ploiement. Les normes internationales permettront une production plus rationalis\u00e9e et une reconnaissance mutuelle, facilitant l&rsquo;acc\u00e8s au march\u00e9 industriel dans le monde entier.<\/li><li>\u00c9thique et questions juridiques\u00a0: l&rsquo;IA est une technologie transformatrice pour toutes les parties prenantes de la soci\u00e9t\u00e9, avec des attentes en termes de conformit\u00e9 \u00e9thique et juridique tr\u00e8s vari\u00e9es. La normalisation vise \u00e0 aligner les pratiques de l&rsquo;industrie sur les attentes de la soci\u00e9t\u00e9 en d\u00e9finissant une compr\u00e9hension commune pour apporter de la confiance \u00e0 l&rsquo;IA.<\/li><\/ul><section id=\"section-2\"><h2>Loi europ\u00e9enne sur l&rsquo;IA et normalisation<\/h2><p>La Commission europ\u00e9enne a fait de la r\u00e9glementation de l&rsquo;IA une r\u00e9alit\u00e9 avec une loi europ\u00e9enne sur l&rsquo;IA qui a \u00e9t\u00e9 vot\u00e9e et prochainement en vigueur. Cette r\u00e9glementation vise \u00e0 permettre aux citoyens de l&rsquo;UE de b\u00e9n\u00e9ficier des syst\u00e8mes d&rsquo;IA avec les garanties appropri\u00e9es, en fonction du niveau de risque pr\u00e9sent\u00e9s. Certains risques sont inacceptables, et ces syst\u00e8mes sont interdits ; pour certains, le risque est \u00e9lev\u00e9, et leur conception et leur d\u00e9ploiement sont strictement d\u00e9finis ; pour les autres, des exigences moins strictes sont appliqu\u00e9es.<\/p><p>Pour que la loi sur l&rsquo;IA soit applicable dans la pratique, la Commission europ\u00e9enne a appel\u00e9 toutes les parties prenantes \u00e0 travailler conjointement avec le CEN-CENELEC, l&rsquo;organisme europ\u00e9en de normalisation, \u00e0 la cr\u00e9ation de normes techniques.<\/p><p>La Commission europ\u00e9enne a donc mandat\u00e9 le CEN-CENELEC par le biais d&rsquo;une \u00ab demande de normalisation \u00bb pour fournir ce que l&rsquo;on appelle commun\u00e9ment des \u00ab normes harmonis\u00e9es \u00bb, permettant aux industries qui les appliquent de b\u00e9n\u00e9ficier d&rsquo;une pr\u00e9somption de conformit\u00e9 \u00e0 la Loi. Pour ce faire, le CEN-CENELEC identifie, adapte si n\u00e9cessaire et adopte les normes internationales d\u00e9j\u00e0 disponibles ou en cours d&rsquo;\u00e9laboration par d&rsquo;autres organisations telles que l&rsquo;ISO\/IEC.<\/p><h3>Concr\u00e8tement, le CEN-CENELEC produira plusieurs types de normes pour l&rsquo;IA afin de r\u00e9pondre aux exigences de la Loi sur l&rsquo;IA\u00a0:<\/h3><ul><li>Normes harmonis\u00e9es : ces normes correspondent directement aux articles de la Loi sur l&rsquo;IA et d\u00e9veloppent des exigences permettant aux organisations de mettre en place un syst\u00e8me d&rsquo;\u00e9valuation de la conformit\u00e9.<\/li><li>Normes EN : il s&rsquo;agit de normes r\u00e9sultant de d\u00e9veloppements internes ou de l&rsquo;adoption de normes d&rsquo;autres comit\u00e9s (par ex, ISO\/IEC, ETSI).<\/li><\/ul><\/section><section id=\"section-3\"><h2>Numalis et la s\u00e9rie de normes ISO\/IEC 24029<\/h2><p>Arnault Ioualalen, PDG de Numalis, est l&rsquo;\u00e9diteur de tous les documents relatifs \u00e0 la s\u00e9rie de normes ISO\/IEC 24029 d\u00e9velopp\u00e9es dans le Groupe de travail 3 (Confiance.AI) de l&rsquo;ISO\/IEC JTC 1\/SC 42. Le r\u00f4le d&rsquo;Arnault est de contribuer \u00e0 l&rsquo;obtention d&rsquo;un consensus international autour de ces documents. Arnault est \u00e9galement le porte-drapeau de ces normes, en participant \u00e0 la sensibilisation des parties prenantes internationales \u00e0 leur sujet.<\/p><ul><li>Norme 24029-1\u00a0: fournit un aper\u00e7u de l&rsquo;\u00e9valuation de la robustesse des r\u00e9seaux neuronaux (publi\u00e9e en 2019).<\/li><li>Norme 24029-2\u00a0: fournit une m\u00e9thodologie pour l&rsquo;\u00e9valuation de la robustesse des r\u00e9seaux neuronaux \u00e0 l&rsquo;aide de m\u00e9thodes formelles (publi\u00e9e en 2021).<\/li><li>Norme 24029-3 : fournit une m\u00e9thodologie pour l\u2019\u00e9valuation de la robustesse des r\u00e9seaux neuronaux \u00e0 l\u2019aide de m\u00e9thodes statistiques (encore en cours de d\u00e9veloppement).<\/li><\/ul><p>Arnault contribue \u00e9galement activement au d\u00e9veloppement des normes harmonis\u00e9es appel\u00e9es \u00ab Trustworthiness Framework \u00bb (Cadre de confiance) au sein de CEN-CENELEC JTC 21. Ce travail est particuli\u00e8rement ax\u00e9 sur les exigences relatives \u00e0 la robustesse des syst\u00e8mes d&rsquo;IA, qui s&rsquo;appuieront fortement sur la s\u00e9rie ISO\/IEC 24029.<\/p><\/section><section id=\"section-4\"><h2>Comment se conformer aux exigences d\u00e9finies dans les normes<\/h2><p>Une question se pose : comment l&rsquo;industrie peut-elle r\u00e9pondre aux exigences d\u00e9finies par les normes et atteindre le niveau de fiabilit\u00e9 escompt\u00e9\u00a0? La r\u00e9ponse est relativement simple\u00a0: vous devez mettre en \u0153uvre des processus et des outils pouvant vous aider \u00e0 fournir des preuves.<\/p><p>L&rsquo;\u00e9valuation de la conformit\u00e9 est une question de documentation technique comme de gestion organisationnelle. Chaque exigence des normes, selon sa nature, peut \u00eatre trait\u00e9e par une combinaison des deux.<\/p><p>Comme le CEN-CENELEC s&rsquo;appuie sur les normes ISO\/IEC, le respect de ces derni\u00e8res vous rapprochera de la conformit\u00e9 \u00e0 la Loi sur l&rsquo;IA, conformit\u00e9 par ailleurs n\u00e9cessaire pour introduire votre syst\u00e8me d&rsquo;IA sur le march\u00e9 de l&rsquo;UE.<\/p><\/section><section id=\"section-5\"><h2>Saimple\u00a0: une solution logicielle pour la conformit\u00e9 de l&rsquo;IA<\/h2><p>La fiabilit\u00e9 de l&rsquo;IA repose sur de nombreuses propri\u00e9t\u00e9s, deux desquelles sont la robustesse et l&rsquo;explicabilit\u00e9 de l&rsquo;IA. Ces deux aspects sont directement li\u00e9s aux rouages techniques des syst\u00e8mes d&rsquo;IA et ne peuvent \u00eatre trait\u00e9s uniquement par des mesures d&rsquo;att\u00e9nuation organisationnelles. Des outils et des processus techniques sont alors n\u00e9cessaires.<\/p><p>Numalis a d\u00e9velopp\u00e9 Saimple, une solution logicielle permettant d&rsquo;analyser, d&rsquo;\u00e9valuer et de documenter la robustesse et l&rsquo;explicabilit\u00e9 des algorithmes d&rsquo;IA, tout au long de leur cycle de vie. Cette solution am\u00e9liore la fiabilit\u00e9 des syst\u00e8mes d&rsquo;IA et permet de se conformer aux normes, et notamment \u00e0 celles d\u00e9limitant des exigences de robustesse.<\/p><\/section>\t\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-f10c3d4 e-flex e-con-boxed e-con e-parent\" data-id=\"f10c3d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d220321 elementor-widget elementor-widget-shortcode\" data-id=\"d220321\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"container\" data-elementor-id=\"1473\" class=\"elementor elementor-1473\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a69828b e-con-full e-flex e-con e-parent\" data-id=\"a69828b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c15915e e-con-full e-flex e-con e-child\" data-id=\"c15915e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-cecd315 e-con-full e-flex e-con e-child\" data-id=\"cecd315\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a178155 elementor-widget elementor-widget-heading\" data-id=\"a178155\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Make\u00a0trustworthy AI models\u00a0from the start with Saimple<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80f127d elementor-widget elementor-widget-html\" data-id=\"80f127d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a href=\"\/saimple\/\" class=\"btn medium blue\">Discover Saimple<\/a>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b0d5d5 elementor-widget elementor-widget-image\" data-id=\"8b0d5d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" fetchpriority=\"high\" decoding=\"async\" width=\"541\" height=\"388\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/07\/screen-shot-saimple.png\" class=\"attachment-large size-large wp-image-1292\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2024\/07\/screen-shot-saimple.png 541w, https:\/\/numalis.com\/wp-content\/uploads\/2024\/07\/screen-shot-saimple-300x215.png 300w\" sizes=\"(max-width: 541px) 100vw, 541px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-a2cbec9 e-con-full e-flex e-con e-parent\" data-id=\"a2cbec9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43feab9 elementor-widget elementor-widget-shortcode\" data-id=\"43feab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"container\" data-elementor-id=\"6415\" class=\"elementor elementor-6415 elementor-997 elementor-997\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de5f67 e-flex e-con-boxed e-con e-parent\" data-id=\"5de5f67\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c0c0f8b elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"c0c0f8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Travaillons ensemble<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22f2c29 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"22f2c29\" 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>Contactez-nous d\u00e8s aujourd&rsquo;hui pour d\u00e9couvrir comment Numalis peut vous aider \u00e0 adopter et \u00e0 d\u00e9ployer l&rsquo;IA en toute confiance.<\/p>\n\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-b4f6261 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"b4f6261\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/numalis.com\/fr\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-envelope\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Nous contacter<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-5343c0d elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"5343c0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"tel:\/\/+33467151078\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-phone-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">+33 (0)4 67 15 10 78<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\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>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-037cacf e-con-full e-flex e-con e-parent\" data-id=\"037cacf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7412c23 elementor-widget elementor-widget-shortcode\" data-id=\"7412c23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"container\" data-elementor-id=\"8351\" class=\"elementor elementor-8351 elementor-5056 elementor-5056\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a258794 card-carousel e-flex e-con-boxed e-con e-parent\" data-id=\"1a258794\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71752f1a elementor-absolute elementor-widget elementor-widget-html\" data-id=\"71752f1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script src=\"https:\/\/code.jquery.com\/jquery-3.6.0.min.js\"><\/script>\r\n<script>\r\nvar $ = jQuery\r\n$(document).ready(function(){\r\n    \r\n    $('.card-carousel .card-prev').on('click', function(){\r\n        \r\n        $(this).closest('.card-carousel').find('.elementor-swiper-button-prev').trigger('click')\r\n        $(this).closest('.card-carousel').find('.swiper-container').trigger('mouseleave')\r\n    })\r\n    \r\n    $('.card-carousel .card-next').on('click', function(){\r\n        $(this).closest('.card-carousel').find('.elementor-swiper-button-next').trigger('click')\r\n        $(this).closest('.card-carousel').find('.swiper-container').trigger('mouseleave')\r\n    })\r\n    \r\n    $('.card-carousel .card-prev a, .card-carousel .card-next a').on('click', function(e){\r\n        e.preventDefault()\r\n    })\r\n})\r\n\r\n\r\n<\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f8af3c5 e-con-full e-flex e-con e-child\" data-id=\"f8af3c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4483d717 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4483d717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Publications r\u00e9centes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-570071f1 e-con-full e-flex e-con e-child\" data-id=\"570071f1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-165d5abc card-prev elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"165d5abc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"41\" viewBox=\"0 0 40 41\" fill=\"none\"><path d=\"M40 41L20 41C8.95431 41 7.8281e-07 32.0457 1.74846e-06 21L1.83588e-06 20C2.80152e-06 8.9543 8.95431 -2.7141e-06 20 -1.74846e-06L40 0L40 41Z\" fill=\"#F7F7F7\"><\/path><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M24.7592 14.3492C25.1187 14.7686 25.0701 15.3999 24.6508 15.7593L18.5366 21L24.6508 26.2408C25.0701 26.6002 25.1187 27.2315 24.7592 27.6508C24.3998 28.0701 23.7685 28.1187 23.3492 27.7593L16.3492 21.7593C16.1275 21.5693 16 21.2919 16 21C16 20.7081 16.1275 20.4307 16.3492 20.2408L23.3492 14.2408C23.7685 13.8813 24.3998 13.9299 24.7592 14.3492Z\" fill=\"#262626\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4aec1c55 card-next elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4aec1c55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"41\" viewBox=\"0 0 40 41\" fill=\"none\"><path d=\"M0 0H20C31.0457 0 40 8.95431 40 20V21C40 32.0457 31.0457 41 20 41H0V0Z\" fill=\"#F7F7F7\"><\/path><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M15.2408 26.6508C14.8813 26.2314 14.9299 25.6001 15.3492 25.2407L21.4634 20L15.3492 14.7592C14.9299 14.3998 14.8813 13.7685 15.2408 13.3492C15.6002 12.9299 16.2315 12.8813 16.6508 13.2407L23.6508 19.2407C23.8725 19.4307 24 19.7081 24 20C24 20.2919 23.8725 20.5693 23.6508 20.7592L16.6508 26.7592C16.2315 27.1187 15.6002 27.0701 15.2408 26.6508Z\" fill=\"#262626\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2aecd6aa elementor-arrows-position-inside elementor-widget elementor-widget-loop-carousel\" data-id=\"2aecd6aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:6661,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:32,&quot;sizes&quot;:[]},&quot;slides_to_show&quot;:&quot;2&quot;,&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_laptop&quot;:&quot;3&quot;,&quot;slides_to_show_tablet_extra&quot;:&quot;3&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile_extra&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-loop-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;offset_sides&quot;:&quot;none&quot;,&quot;arrows&quot;:&quot;yes&quot;,&quot;image_spacing_custom_laptop&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"swiper elementor-loop-container elementor-grid\" role=\"list\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-6661\">.elementor-6661 .elementor-element.elementor-element-a1013cf{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--flex-wrap-mobile:wrap;--gap:36px 36px;--row-gap:36px;--column-gap:36px;}.elementor-6661 .elementor-element.elementor-element-2de2d5d .elementor-heading-title{color:var( --e-global-color-b436265 );}.elementor-6661 .elementor-element.elementor-element-2de2d5d > .elementor-widget-container{margin:0px 0px 0px 0px;padding:10px 10px 10px 10px;background-color:var( --e-global-color-46fb7e9 );border-radius:30px 30px 30px 30px;}.elementor-6661 .elementor-element.elementor-element-2de2d5d.elementor-element{--align-self:flex-start;}body:not(.rtl) .elementor-6661 .elementor-element.elementor-element-2de2d5d{left:24px;}body.rtl .elementor-6661 .elementor-element.elementor-element-2de2d5d{right:24px;}.elementor-6661 .elementor-element.elementor-element-2de2d5d{top:24px;z-index:1;}.elementor-6661 .elementor-element.elementor-element-3655100{text-align:center;}.elementor-6661 .elementor-element.elementor-element-3655100 img{width:100%;max-width:100%;height:375px;object-fit:cover;object-position:center center;border-radius:20px 20px 20px 20px;}.elementor-6661 .elementor-element.elementor-element-3655100.elementor-element{--align-self:stretch;}.elementor-6661 .elementor-element.elementor-element-d8a58e1{--display:flex;--gap:16px 16px;--row-gap:16px;--column-gap:16px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-item:not(:last-child):after{content:\"\";height:50%;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-items:not(.elementor-inline-items) .elementor-icon-list-item:not(:last-child):after{border-top-style:solid;border-top-width:1px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-items.elementor-inline-items .elementor-icon-list-item:not(:last-child):after{border-left-style:solid;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-inline-items .elementor-icon-list-item:not(:last-child):after{border-left-width:1px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-icon{width:14px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-icon i{font-size:14px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-icon svg{--e-icon-list-icon-size:14px;}.elementor-6661 .elementor-element.elementor-element-9b3edbc .elementor-icon-list-item{font-size:16px;}.elementor-6661 .elementor-element.elementor-element-1840041 .elementor-heading-title{font-family:var( --e-global-typography-9ffdc70-font-family ), Sans-serif;font-size:var( --e-global-typography-9ffdc70-font-size );text-decoration:var( --e-global-typography-9ffdc70-text-decoration );line-height:var( --e-global-typography-9ffdc70-line-height );letter-spacing:var( --e-global-typography-9ffdc70-letter-spacing );word-spacing:var( --e-global-typography-9ffdc70-word-spacing );color:var( --e-global-color-primary );}@media(max-width:1366px){.elementor-6661 .elementor-element.elementor-element-1840041 .elementor-heading-title{font-size:var( --e-global-typography-9ffdc70-font-size );line-height:var( --e-global-typography-9ffdc70-line-height );letter-spacing:var( --e-global-typography-9ffdc70-letter-spacing );word-spacing:var( --e-global-typography-9ffdc70-word-spacing );}}@media(max-width:1200px){.elementor-6661 .elementor-element.elementor-element-a1013cf{--gap:24px 24px;--row-gap:24px;--column-gap:24px;}.elementor-6661 .elementor-element.elementor-element-3655100 img{height:300px;}}@media(max-width:1024px){.elementor-6661 .elementor-element.elementor-element-1840041 .elementor-heading-title{font-size:var( --e-global-typography-9ffdc70-font-size );line-height:var( --e-global-typography-9ffdc70-line-height );letter-spacing:var( --e-global-typography-9ffdc70-letter-spacing );word-spacing:var( --e-global-typography-9ffdc70-word-spacing );}}@media(max-width:880px){.elementor-6661 .elementor-element.elementor-element-a1013cf{--gap:16px 16px;--row-gap:16px;--column-gap:16px;}body:not(.rtl) .elementor-6661 .elementor-element.elementor-element-2de2d5d{left:12px;}body.rtl .elementor-6661 .elementor-element.elementor-element-2de2d5d{right:12px;}.elementor-6661 .elementor-element.elementor-element-2de2d5d{top:12px;}.elementor-6661 .elementor-element.elementor-element-3655100 img{height:250px;}}@media(max-width:767px){.elementor-6661 .elementor-element.elementor-element-1840041 .elementor-heading-title{font-size:var( --e-global-typography-9ffdc70-font-size );line-height:var( --e-global-typography-9ffdc70-line-height );letter-spacing:var( --e-global-typography-9ffdc70-letter-spacing );word-spacing:var( --e-global-typography-9ffdc70-word-spacing );}}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-9124 post-9124 post type-post status-publish format-standard has-post-thumbnail hentry category-actualite tag-communique-de-presse\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>communiqu\u00e9 de presse<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/groupe-SNCF-entre-au-capital-de-numalis.jpg\" class=\"attachment-full size-full wp-image-9129\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/groupe-SNCF-entre-au-capital-de-numalis.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/groupe-SNCF-entre-au-capital-de-numalis-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/groupe-SNCF-entre-au-capital-de-numalis-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/groupe-SNCF-entre-au-capital-de-numalis-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>21 Jan, 26<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Actualit\u00e9<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 4 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/numalis-accueille-a-son-capital-547-invest-fonds-dinvestissement-du-groupe-sncf\/\">Numalis accueille \u00e0 son capital 547 Invest, fonds d&rsquo;investissement du groupe SNCF<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-9106 post-9106 post type-post status-publish format-standard has-post-thumbnail hentry category-actualite\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/Arnault-IOUALALEN-Ambassadeur-IA-OSEZ-IA.jpg\" class=\"attachment-full size-full wp-image-9109\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/Arnault-IOUALALEN-Ambassadeur-IA-OSEZ-IA.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/Arnault-IOUALALEN-Ambassadeur-IA-OSEZ-IA-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/Arnault-IOUALALEN-Ambassadeur-IA-OSEZ-IA-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2026\/01\/Arnault-IOUALALEN-Ambassadeur-IA-OSEZ-IA-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>1 D\u00e9c, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Actualit\u00e9<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 1 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/arnault-ioualalen-nomme-abassadeur-ia\/\">Arnault IOUALALEN, PDG de Numalis nomm\u00e9 Ambassadeur IA pour le plan national \u00ab Osez l&rsquo;IA \u00bb<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8835 post-8835 post type-post status-publish format-standard has-post-thumbnail hentry category-actualite\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/07\/Numalis_referencement_Ugap.png\" class=\"attachment-full size-full wp-image-8838\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/07\/Numalis_referencement_Ugap.png 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/07\/Numalis_referencement_Ugap-300x158.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/07\/Numalis_referencement_Ugap-1024x538.png 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/07\/Numalis_referencement_Ugap-768x403.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>17 Juil, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Actualit\u00e9<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 2 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/numalis-referencement-ugap\/\">Numalis est r\u00e9f\u00e9renc\u00e9 \u00e0 l&rsquo;UGAP et renforce son engagement au service de l&rsquo;excellence fran\u00e7aise en mati\u00e8re d&rsquo;IA<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8773 post-8773 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-and-society category-evenement tag-conference tag-exposition\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>conf\u00e9rence<\/span> - <span>exposition<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-wrap-up-June-2025.png\" class=\"attachment-full size-full wp-image-8769\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-wrap-up-June-2025.png 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-wrap-up-June-2025-300x158.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-wrap-up-June-2025-1024x538.png 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-wrap-up-June-2025-768x403.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>23 Juin, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">AI and Society<\/span>, <span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 2 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/retour-numalis-2025-sur-vivatech\/\">Retour sur l\u2019\u00e9dition 2025 de VIVATECH \ud83d\ude80<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8754 post-8754 post type-post status-publish format-standard has-post-thumbnail hentry category-evenement\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/numalis-aniti-ia-faculte-medecine-montpellier.jpg\" class=\"attachment-full size-full wp-image-8757\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/numalis-aniti-ia-faculte-medecine-montpellier.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/numalis-aniti-ia-faculte-medecine-montpellier-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/numalis-aniti-ia-faculte-medecine-montpellier-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/numalis-aniti-ia-faculte-medecine-montpellier-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>21 Juin, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 2 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/journee-annuelle-du-programme-ia-pour-la-sante-montpellier\/\">Journ\u00e9e annuelle du programme IA pour la sant\u00e9 &#8211; Montpellier<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8778 post-8778 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-and-society category-evenement tag-exposition\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>exposition<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-2025-paris.png\" class=\"attachment-full size-full wp-image-8733\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-2025-paris.png 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-2025-paris-300x158.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-2025-paris-1024x538.png 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/06\/Numalis-Vivatech-2025-paris-768x403.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>10 Juin, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">AI and Society<\/span>, <span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 2 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/numalis-viva-technology-2025-paris\/\">Rencontrez Numalis \u00e0 Viva Technology 2025 \u00e0 Paris Expo Porte de Versailles !<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8668 post-8668 post type-post status-publish format-standard has-post-thumbnail hentry category-evenement tag-partenariat tag-projet\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>partenariat<\/span> - <span>projet<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Franco-Bavarian-accelerator.jpg\" class=\"attachment-full size-full wp-image-8648\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Franco-Bavarian-accelerator.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Franco-Bavarian-accelerator-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Franco-Bavarian-accelerator-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Franco-Bavarian-accelerator-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>20 Mai, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 1 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/numalis-rejoint-le-premier-accelerateur-franco-bavarois\/\">Numalis rejoint le premier acc\u00e9l\u00e9rateur franco-bavarois<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8672 post-8672 post type-post status-publish format-standard has-post-thumbnail hentry category-actualite category-evenement tag-healthcare-fr tag-sante tag-webinaire\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>healthcare<\/span> - <span>sant\u00e9<\/span> - <span>webinaire<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Kyomed-Numalis-Webinar-Healthcare.jpg\" class=\"attachment-full size-full wp-image-8641\" alt=\"AI developped\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Kyomed-Numalis-Webinar-Healthcare.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Kyomed-Numalis-Webinar-Healthcare-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Kyomed-Numalis-Webinar-Healthcare-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/05\/Kyomed-Numalis-Webinar-Healthcare-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>9 Mai, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Actualit\u00e9<\/span>, <span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 1 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/kyomed-x-numalis-webinaire\/\">KYOMED X Numalis Webinaire<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8574 post-8574 post type-post status-publish format-standard has-post-thumbnail hentry category-ia-et-industrie tag-agriculture-fr\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>agriculture<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/04\/Narin-Sapaisarn-IA-agriculture-de-precision.jpg\" class=\"attachment-full size-full wp-image-8578\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/04\/Narin-Sapaisarn-IA-agriculture-de-precision.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/04\/Narin-Sapaisarn-IA-agriculture-de-precision-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/04\/Narin-Sapaisarn-IA-agriculture-de-precision-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/04\/Narin-Sapaisarn-IA-agriculture-de-precision-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>1 Avr, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">IA et Industrie<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 11 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/ia-agriculture-de-precision-production-alimentaire\/\">L&rsquo;IA dans l&rsquo;Agriculture de Pr\u00e9cision : R\u00e9volutionner la Production Alimentaire<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8552 post-8552 post type-post status-publish format-standard has-post-thumbnail hentry category-ia-et-industrie tag-transports\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>Transports<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-Francis-Jay-Garringo-Gestion-traffic-route.jpg\" class=\"attachment-full size-full wp-image-8556\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-Francis-Jay-Garringo-Gestion-traffic-route.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-Francis-Jay-Garringo-Gestion-traffic-route-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-Francis-Jay-Garringo-Gestion-traffic-route-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-Francis-Jay-Garringo-Gestion-traffic-route-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>25 Mar, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">IA et Industrie<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 11 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/gestion-du-trafic-assistee-par-ia\/\">Gestion du trafic assist\u00e9e par IA<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8677 post-8677 post type-post status-publish format-standard has-post-thumbnail hentry category-evenement tag-talk-2\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>talk<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/02\/AI-Action-Summit.png\" class=\"attachment-full size-full wp-image-8494\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/02\/AI-Action-Summit.png 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/02\/AI-Action-Summit-300x158.png 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/02\/AI-Action-Summit-1024x538.png 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/02\/AI-Action-Summit-768x403.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>3 Mar, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">\u00c9v\u00e9nement<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 2 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/numalis-participe-au-sommet-de-l-action-sur-l-ia\/\">Numalis, honor\u00e9 de participer au Sommet de l&rsquo;action sur l&rsquo;IA \u00e0 Paris<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"6661\" class=\"elementor elementor-6661 elementor-654 elementor-654 elementor-654 swiper-slide e-loop-item e-loop-item-8533 post-8533 post type-post status-publish format-standard has-post-thumbnail hentry category-ia-et-industrie category-ia-et-societe tag-healthcare-fr tag-sante-fr\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1013cf e-con-full e-flex e-con e-parent\" data-id=\"a1013cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de2d5d elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"2de2d5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span>healthcare<\/span> - <span>sant\u00e9<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3655100 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3655100\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-PavelDanilyuk-IA-solution-maladie-infectieuse.jpg\" class=\"attachment-full size-full wp-image-8537\" alt=\"\" srcset=\"https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-PavelDanilyuk-IA-solution-maladie-infectieuse.jpg 1200w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-PavelDanilyuk-IA-solution-maladie-infectieuse-300x158.jpg 300w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-PavelDanilyuk-IA-solution-maladie-infectieuse-1024x538.jpg 1024w, https:\/\/numalis.com\/wp-content\/uploads\/2025\/03\/Pexel-PavelDanilyuk-IA-solution-maladie-infectieuse-768x403.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d8a58e1 e-flex e-con-boxed e-con e-child\" data-id=\"d8a58e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3edbc elementor-widget elementor-widget-post-info\" data-id=\"9b3edbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-82d798f elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>3 Mar, 25<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-70a054e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">IA et Industrie<\/span>, <span class=\"elementor-post-info__terms-list-item\">IA et Soci\u00e9t\u00e9<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-e544e36 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tTemps de lecture : 10 min\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1840041 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"1840041\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/numalis.com\/fr\/ia-maladies-infectieuses-prediction-epidemies\/\">L\u2019IA et la Lutte contre les Maladies Infectieuses : Pr\u00e9diction et R\u00e9ponse aux \u00c9pid\u00e9mies<\/a><\/h3>\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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Pr\u00e9c\u00e9dent\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Suivant\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\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>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Engagement de Numalis en faveur de la normalisation internationale de l&rsquo;IA\u00a0: Construire un cadre de confiance pour une adoption s\u00fbre D\u00e9couvrez comment Numalis fa\u00e7onne l\u2019avenir de l\u2019IA gr\u00e2ce \u00e0 des contributions actives aupr\u00e8s des comit\u00e9s de normalisation internationaux. Notre travail assure le d\u00e9veloppement de cadres de r\u00e9f\u00e9rence applicables pour construire des syst\u00e8mes d\u2019IA fiables et [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"class_list":["post-7655","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages\/7655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/comments?post=7655"}],"version-history":[{"count":3,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages\/7655\/revisions"}],"predecessor-version":[{"id":9003,"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/pages\/7655\/revisions\/9003"}],"wp:attachment":[{"href":"https:\/\/numalis.com\/fr\/wp-json\/wp\/v2\/media?parent=7655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}