{"id":812,"date":"2026-05-28T13:52:01","date_gmt":"2026-05-28T11:52:01","guid":{"rendered":"https:\/\/staging-aicet-website.jcloud-ver-jpe.ik-server.com\/expertise\/"},"modified":"2026-06-29T14:12:42","modified_gmt":"2026-06-29T12:12:42","slug":"expertise","status":"publish","type":"page","link":"https:\/\/aicet.eu\/en\/expertise\/","title":{"rendered":"Expertise"},"content":{"rendered":"<div class=\"et_pb_section_0 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_0 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_0 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_breadcrumbs_0 et_pb_breadcrumbs et_pb_module et_flex_module\"><div class=\"et_pb_module_inner\"><nav class=\"et_pb_breadcrumbs--trail\" aria-label=\"Breadcrumb\"><a href=\"https:\/\/aicet.eu\/en\/\" class=\"et_pb_breadcrumbs--breadcrumb et_pb_breadcrumbs--home\">Accueil<\/a><span class=\"et_pb_breadcrumbs--separator\">&gt;<\/span><span class=\"et_pb_breadcrumbs--current et_pb_breadcrumbs--breadcrumb\">Archives<\/span><\/nav><\/div><\/div>\n\n<div class=\"dsm_dual_heading_0 dsm_dual_heading et_pb_module\"><div class=\"et_pb_module_inner\"><h1 class=\"dsm-dual-heading-main et_pb_module_header\"><span class=\"dsm-dual-heading-parts\"><span class=\"dsm-dual-heading-before\"><span>Expertise Rooted in French Trustworthy<\/span><\/span><span class=\"dsm-dual-heading-middle\"><span>AI Deeptech<\/span><\/span><\/span><\/h1><\/div><\/div>\n\n<div class=\"et_pb_text_0 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>AICET is designed and operated by Numalis, a French deeptech company recognized for its expertise in the reliability of high-risk artificial intelligence. Scientific rigor transferred to AI skills measurement, to provide large organizations with an enforceable benchmark. <\/h2>\n<\/div><\/div>\n\n<div class=\"et_pb_code_0 et_pb_code et_pb_module\"><div class=\"et_pb_code_inner\"><button data-cal-link=\"team\/sales\/schedule-a-demo-aicet\" data-cal-config='{\"layout\":\"month_view\"}' class=\"et_pb_button et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-button--default\">\n      \u00c9changer avec une expert\n    <\/button><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_1 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_0 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Team-Numalis.webp\" alt=\"Team Numalis\" width=\"1247\" height=\"1000\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Team-Numalis.webp 1247w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Team-Numalis-980x786.webp 980w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Team-Numalis-480x385.webp 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1247px, 100vw\" class=\"wp-image-455\" \/><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_1 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_1 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_2 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"dsm_content_timeline_0 dsm_content_timeline dsm-timeline-center dsm-show-arrow et_pb_module\"><div class=\"et_pb_module_inner dsm-content-timeline-container\"><div class=\"dsm-content-timeline-items-wrapper center responsive-left dsm-no-opposite-text\" style=\"--spacing: 50px; --tree-animation-speed: 100ms; --item-scroll-duration: 600ms;\" data-image_lightbox=\"off\" data-tree-animation=\"on\" data-tree-animation-tablet=\"\" data-tree-animation-mobile=\"\" data-item-scroll-animation=\"on\" data-item-scroll-style=\"alternate\" role=\"region\" aria-label=\"Content timeline\">\n<div class=\"dsm_content_timeline_child_0 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-0\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-0\">2012<\/h4><div class=\"dsm-description\"><p>Arnault IOUALALEN's thesis, supervised by Matthieu MARTEL<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_0\" style=\"--item-index: 0; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_0 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 0\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_1 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-1\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-1\">2015<\/h4><div class=\"dsm-description\"><p>Foundation of Numalis<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_1\" style=\"--item-index: 1; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_1 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 1\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_2 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-2\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-2\">2018<\/h4><div class=\"dsm-description\"><p>Arnault becomes an Expert and ISO standard editor<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_2\" style=\"--item-index: 2; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_2 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 2\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_3 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-3\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-3\">2019<\/h4><div class=\"dsm-description\"><p>Support from MBDA (fundraising) and Airbus D\u00e9veloppement (partner)<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_3\" style=\"--item-index: 3; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_3 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 3\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_4 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-4\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-4\">2021<\/h4><div class=\"dsm-description\"><p>Commercialisation of Saimple<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_4\" style=\"--item-index: 4; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_4 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 4\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_5 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-5\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-5\">2023<\/h4><div class=\"dsm-description\"><p><strong>Fundraising :<\/strong> Definvest (Bpifrance), 115K (La Banque Postale), MBDA and Safran Corporate Ventures<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_5\" style=\"--item-index: 5; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_5 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 5\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_6 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-6\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-6\">2024<\/h4><div class=\"dsm-description\"><p>Publication of the AFNOR Spec 2401<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_6\" style=\"--item-index: 6; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_6 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 6\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n\n<div class=\"dsm_content_timeline_child_7 dsm_content_timeline_child dsm-content-timeline-item dsm-image-icon_placement-top dsm-last et_pb_module et_flex_module\" role=\"article\" aria-labelledby=\"dsm-timeline-title-dsm-content-timeline-child-7\"><div class=\"et_pb_module_inner dsm-content-timeline-item-wrapper\">\t\t<div class=\"dsm-content-timeline-content-wrapper dsm-visibility\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"dsm-timeline-content\">\n\t\t\t\t<h4 class=\"dsm-title\" id=\"dsm-timeline-title-dsm-content-timeline-child-7\">2025<\/h4><div class=\"dsm-description\"><p>Support from SNCF after 8 years of collaboration<\/p><\/div>\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><\/div><div class=\"dsm-content-timeline-middle dsm_content_timeline_child_7 dsm-last-middle\" style=\"--item-index: 7; --pointer-size: 20px\" aria-hidden=\"true\">\n\t\t\t\t<div class=\"dsm-content-timeline-middle-circle\"> <\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-middle-line\"><\/div>\n\t\t\t\t<div class=\"dsm-content-timeline-tree-animation\"><\/div>\n\t\t\t<\/div><div class=\"dsm_content_timeline_child_7 dsm-content-timeline-opposite dsm-content-timeline-date dsm-desktop \" style=\"--item-index: 7\" aria-hidden=\"true\"><span class=\"date\"><\/span><\/div>\n<\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_2 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_3 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_1 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--iylhz2hntz\"><div class=\"et_pb_text_inner\"><h2>Numalis: a French deeptech company<br \/><strong>specializing in trustworthy AI<\/strong><\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_3 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_4 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_0 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_icon_0 et_pb_icon et_pb_module et_flex_module\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">$<\/span><\/span><\/div>\n\n<div class=\"et_pb_text_2 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Born out of scientific research, Numalis specialises in the explainability and robustness validation of AI using formal methods. This branch of theoretical computer science leverages mathematical logic to prove the validity of the information produced by an AI. <\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_column_5 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_1 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_icon_1 et_pb_icon et_pb_module et_flex_module\"><span class=\"et_pb_icon_wrap\"><span class=\"et-pb-icon\">$<\/span><\/span><\/div>\n\n<div class=\"et_pb_text_3 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Unlike traditional testing, which is limited to statistical evaluations, Numalis explores the entire realm of possibilities of an AI model using its Saimple software. The objective: to detect the maximum level of disturbance at which the model's reliability is guaranteed. <\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_2 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_4 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_6 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_4 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--iylhz2hntz\"><div class=\"et_pb_text_inner\"><h2>From Saimple to AICET: <strong>one conviction, two objects<\/strong><\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_5 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_7 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_2 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_text_5 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>By supporting the largest industrial players with the technical validation of their algorithms for MORE than a decade, Numalis has identified a major blind spot: <strong>the reliability of the human skills operating these systems<\/strong>. Securing the code is no longer enough; adoption must also be secured. <\/p>\n<p>AICET was born from this observation: applying to AI skills measurement the same scientific and mathematical rigor that Saimple applies to model validation. One conviction: you cannot steer an AI transformation without a rigorous, auditable measurement neither of the systems OR EVEN of the skills. <\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_column_8 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_1 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/De-Saimple-a-AICET.webp\" alt=\"From Saimple to AICET\" width=\"1376\" height=\"944\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/De-Saimple-a-AICET.webp 1376w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/De-Saimple-a-AICET-1280x878.webp 1280w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/De-Saimple-a-AICET-980x672.webp 980w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/De-Saimple-a-AICET-480x329.webp 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1376px, 100vw\" class=\"wp-image-782\" title=\"Arnault Ioualalen\" \/><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_3 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_6 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_9 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_6 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>Numalis Milestones<\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_7 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_10 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_6_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_3 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_2 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/logo-saimple-RVB.png\" alt=\"Saimple\" width=\"1200\" height=\"579\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/logo-saimple-RVB.png 1200w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/logo-saimple-RVB-980x473.png 980w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/logo-saimple-RVB-480x232.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1200px, 100vw\" class=\"wp-image-459\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_7 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>Saimple<\/h3>\n<p>Proprietary software for formal analysis of AI models<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_column_11 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_4 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_3 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/icons8-pieces-de-monnaie-100.png\" width=\"100\" height=\"100\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/icons8-pieces-de-monnaie-100.png 100w\" sizes=\"(max-width: 100px) 100vw, 100px\" class=\"wp-image-460\" alt=\"Certification icon\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_8 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>\u20ac5M funding round<br \/>(November 2023)<\/h3>\n<p>Definvest (Ministry of Defence \/ BPI France), La Banque Postale, MBDA, Safran Corporate Ventures<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_group_5 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_4 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-SNCF.webp\" alt=\"SNCF logo\" width=\"184\" height=\"97\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-SNCF.webp 184w\" sizes=\"(max-width: 184px) 100vw, 184px\" class=\"wp-image-194\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_9 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\" data-et-mv-hidden-phone=\"true\"><h3>2026<\/h3>\n<p>Renewed support from 574 Invest, the SNCF Group's investment fund<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_column_12 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_6_24 et_flex_column_6_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_6 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_5 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/icons8-poignee-de-main-100.png\" width=\"100\" height=\"100\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/icons8-poignee-de-main-100.png 100w\" sizes=\"(max-width: 100px) 100vw, 100px\" class=\"wp-image-461\" alt=\"Normalization Icon\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_10 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>Key partners<\/h3>\n<p>SNCF (7 years), DGA, MBDA (since 2019), Safran, La Banque Postale, BPI France<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_4 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_8 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_13 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_6 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Arnault-Ioulalan.webp\" alt=\"Arnault Ioualalen\" title=\"Arnault Ioualalen\" width=\"452\" height=\"678\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Arnault-Ioulalan.webp 452w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Arnault-Ioulalan-200x300.webp 200w\" sizes=\"(max-width: 452px) 100vw, 452px\" class=\"wp-image-464\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_14 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_11 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>From scoring to <strong>AI Strategy<\/strong><\/h2>\n<\/div><\/div>\n\n<div class=\"et_pb_text_12 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Holding a PhD in AI, Arnault Ioualalen is a leading figure in trustworthy AI in France. Founder of Numalis in 2015 and subsequently of AICET, he holds the conviction that the reliability of AI systems and of the human skills that operate them stems from the same scientific requirement: measurable, enforceable, aligned with standards. <\/p>\n<p><strong>His normative commitment is concrete and public: he is the lead editor of the international standard ISO\/IEC 24029 on AI robustness, a direct contributor to AFNOR SPEC 2401 (the French reference framework for measuring AI skills) and to the AI Act, an international expert on ISO\/IEC trustworthy AI committees, and an active AFNOR member.<\/strong><\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_testimonial_0 et_pb_testimonial et_pb_testimonial_no_image et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-testimonial--default\"><div class=\"et_pb_testimonial_inner\"><div class=\"et_pb_testimonial_description et_flex_module\"><div class=\"et_pb_testimonial_description_inner\"><div class=\"et_pb_testimonial_content\"><p>\u00ab Notre mission chez Numalis est simple : transformer l'incertitude li\u00e9e \u00e0 l'IA en une fiabilit\u00e9 absolue, v\u00e9rifiable et conforme aux exigences de demain. \u00bb<\/p>\n<\/div><\/div><div class=\"et_pb_testimonial_author\">Arnault Ioualalen<\/div><div class=\"et_pb_testimonial_meta\"><\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_5 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_9 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_15 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_13 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2><strong>Standards<\/strong> Commitments<\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_10 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_16 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_7 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/normalisation.svg\" alt=\"Normalization Icon\" class=\"wp-image-264\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_14 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>ISO\/IEC committees<br \/>on trustworthy AI<\/h3>\n<p>International expert<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_17 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_8 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/certification.svg\" alt=\"Certification icon\" class=\"wp-image-262\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_15 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>AFNOR<\/h3>\n<p>Active member of standardization committees<\/p>\n<p><a href=\"https:\/\/www.afnor.org\/\" target=\"_blank\" rel=\"noopener\" title=\"Go to the AFNOR website\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Afnor-Groupe-300x139.webp\" width=\"106\" height=\"49\" alt=\"Afnor Group Logo\" class=\"wp-image-352 alignnone size-medium\"><\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_6 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_11 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_18 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_16 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>Numalis Achievements \u2014 <strong>Three flagship cases<\/strong><\/h2>\n<\/div><\/div>\n\n<div class=\"et_pb_text_17 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Numalis's experience in validating critical AI has been built alongside major players in regulated sectors. <strong>Three illustrations.<\/strong><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_12 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_19 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"dsm_advanced_tabs_0 dsm_advanced_tabs et_pb_module preset--module--dsm-advanced-tabs--6jcsy381mt\"><div class=\"et_pb_module_inner\"><div class=\"dsm-advanced-tabs-container dsm-tabs-horizontal\" data-trigger=\"click\" data-animation=\"none\" data-inner_animation=\"none\" data-deep_link=\"off\" data-image_lightbox=\"off\" data-auto_scroll_mobile=\"off\" data-anchor_link=\"off\">\n\t\t\t  <div class=\"dsm-advanced-tabs-wrapper\" role=\"tablist\" aria-label=\"Tabs\" aria-orientation=\"horizontal\"><div id=\"dsm-tab-6a500dfaf1874\" role=\"tab\" aria-selected=\"true\" aria-controls=\"dsm-panel-6a500dfaf1874\" tabindex=\"0\" class=\"dsm-tab dsm_advanced_tabs_child_0 dsm-active\" data-tabid=\"6a500dfaf1874\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"dsm-title-wrapper\">\n\t\t\t\t\t\t\n\t\t\t\t\t    <div class=\"dsm-title\">Rail<\/div>\n\t\t\t\t\t\t<div class=\"dsm-tab-subtitle\">SNCF Group<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div id=\"dsm-tab-6a500dfaf18c4\" role=\"tab\" aria-selected=\"false\" aria-controls=\"dsm-panel-6a500dfaf18c4\" tabindex=\"-1\" class=\"dsm-tab dsm_advanced_tabs_child_1\" data-tabid=\"6a500dfaf18c4\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"dsm-title-wrapper\">\n\t\t\t\t\t\t\n\t\t\t\t\t    <div class=\"dsm-title\">Defence<\/div>\n\t\t\t\t\t\t<div class=\"dsm-tab-subtitle\">DGA &amp; MBDA<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><div id=\"dsm-tab-6a500dfaf18fc\" role=\"tab\" aria-selected=\"false\" aria-controls=\"dsm-panel-6a500dfaf18fc\" tabindex=\"-1\" class=\"dsm-tab dsm_advanced_tabs_child_2\" data-tabid=\"6a500dfaf18fc\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"dsm-title-wrapper\">\n\t\t\t\t\t\t\n\t\t\t\t\t    <div class=\"dsm-title\">Aeronautics<\/div>\n\t\t\t\t\t\t<div class=\"dsm-tab-subtitle\">Safran<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div>\n\t\t\t  <div class=\"dsm-advanced-tabs-content-wrapper\"><div id=\"dsm-panel-6a500dfaf1874\" role=\"tabpanel\" class=\"dsm-content-wrapper dsm_advanced_tabs_child_0  animated dsm-active\" aria-labelledby=\"dsm-tab-6a500dfaf1874\" data-contentid=\"6a500dfaf1874\">\n\t\t\t\t  <div class=\"dsm-inner-content-wrapper\">\n\t\t\t\t    \n\t\t\t\t    <div class=\"dsm-icon\"><span class=\"et-pb-icon dsm-icon dsm_content_icon\" aria-hidden=\"true\"><\/span><\/div>\n\t\t\t\t    \n\t\t\t\t  <div class=\"dsm-inner-content\">\n\t\t\t\t\t \n\t\t\t\t <div class=\"dsm-content\"><h4>Challenge<\/h4>\n<p>Validate the reliability of AI vision algorithms for the dashboard displays of the European ERTMS signaling system, in a domain where safety is an absolute requirement. The deep learning \u2018black box\u2019 effect renders traditional certification methods inoperable. <\/p>\n<h4>Approach<\/h4>\n<p>Application of <strong>Saimple<\/strong> software (formal methods) to mathematically explore the model\u2019s space of possibilities; injection of perturbations (blur, pixel modifications, watermarks) to detect invisible vulnerabilities.<\/p>\n<h4>Result<\/h4>\n<p><strong>Automation of ERTMS DMI screen certification<\/strong>, major time savings in the validation phase, <strong>7-year operational partnership<\/strong>, equity participation from <strong>574 Invest<\/strong> (SNCF Group fund) in 2026. Numalis becomes a building block of the global AI railway certification standard. <\/p><\/div>\n\t\t\t\t \n\t\t\t\t   <\/div>\n\t\t\t\t  <\/div>\n\t\t\t\t<\/div><div id=\"dsm-panel-6a500dfaf18c4\" role=\"tabpanel\" hidden class=\"dsm-content-wrapper dsm_advanced_tabs_child_1  animated\" aria-labelledby=\"dsm-tab-6a500dfaf18c4\" data-contentid=\"6a500dfaf18c4\">\n\t\t\t\t  <div class=\"dsm-inner-content-wrapper\">\n\t\t\t\t    \n\t\t\t\t    <div class=\"dsm-icon\"><span class=\"et-pb-icon dsm-icon dsm_content_icon\" aria-hidden=\"true\"><\/span><\/div>\n\t\t\t\t    \n\t\t\t\t  <div class=\"dsm-inner-content\">\n\t\t\t\t\t \n\t\t\t\t <div class=\"dsm-content\"><h4>Challenge<\/h4>\n<p>Gradually integrate AI algorithms into operational equipment while guaranteeing integrity, safety, and explainability \u2014 non-negotiable requirements in a national sovereignty context.<\/p>\n<h4>Approach<\/h4>\n<p>Development of <strong>supervision and algorithmic control tools<\/strong> based on formal methods. Initial defence-classified programs on missile reliability, then extension to embedded AI systems (MBDA partnership since 2020). <\/p>\n<h4>Result<\/h4>\n<p>Numalis recognized as a <strong>strategic technology asset<\/strong> by the Ministry of Defence, multi-year industrial partnership with MBDA, equity support from the <strong>Definvest<\/strong> fund (BPI France) and <strong>MBDA directly<\/strong>.<\/p><\/div>\n\t\t\t\t \n\t\t\t\t   <\/div>\n\t\t\t\t  <\/div>\n\t\t\t\t<\/div><div id=\"dsm-panel-6a500dfaf18fc\" role=\"tabpanel\" hidden class=\"dsm-content-wrapper dsm_advanced_tabs_child_2  animated\" aria-labelledby=\"dsm-tab-6a500dfaf18fc\" data-contentid=\"6a500dfaf18fc\">\n\t\t\t\t  <div class=\"dsm-inner-content-wrapper\">\n\t\t\t\t    \n\t\t\t\t    <div class=\"dsm-icon\"><span class=\"et-pb-icon dsm-icon dsm_content_icon\" aria-hidden=\"true\"><\/span><\/div>\n\t\t\t\t    \n\t\t\t\t  <div class=\"dsm-inner-content\">\n\t\t\t\t\t \n\t\t\t\t <div class=\"dsm-content\"><h4>Challenge<\/h4>\n<p>Facilitate AI adoption in a sector subject to some of the world's most rigorous safety standards, where every embedded algorithm must be certifiable and explainable.<\/p>\n<h4>Approach<\/h4>\n<p>Collaboration on <strong>explainability and algorithmic validation solutions<\/strong> adapted to critical aeronautical environments, leveraging Numalis\u2019s proprietary formal methods.<\/p>\n<h4>Result<\/h4>\n<p>Equity participation from <strong>Safran Corporate Ventures<\/strong> in the \u20ac5M fundraising round of November 2023. Numalis identified as a strategic partner for the industrialization of trustworthy AI in aeronautics. <\/p><\/div>\n\t\t\t\t \n\t\t\t\t   <\/div>\n\t\t\t\t  <\/div>\n\t\t\t\t<\/div><\/div>\n\t\t\t<\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_13 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_20 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_carousel_0 et_pb_group_carousel et_pb_group et_pb_module et_pb_group_carousel_dots_center et_pb_group_carousel_dots_below et_pb_group_carousel_slides_6\"><div class=\"et_pb_group_carousel_container\"><div class=\"et_pb_group_carousel_track\"><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_7 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_9 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-SNCF.webp\" alt=\"Logo SNCF\" width=\"184\" height=\"97\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-SNCF.webp 184w\" sizes=\"(max-width: 184px) 100vw, 184px\" class=\"wp-image-194\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_8 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_10 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-La-Banque-Postale.webp\" alt=\"Logo La Banque Postale\" width=\"226\" height=\"157\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-La-Banque-Postale.webp 226w\" sizes=\"(max-width: 226px) 100vw, 226px\" class=\"wp-image-193\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_9 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_11 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-MBDA.webp\" alt=\"Logo MBDA\" width=\"392\" height=\"46\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-MBDA.webp 392w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-MBDA-300x35.webp 300w\" sizes=\"(max-width: 392px) 100vw, 392px\" class=\"wp-image-287\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_10 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_12 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-BPI-France.webp\" alt=\"Logo BPI France\" width=\"304\" height=\"89\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-BPI-France.webp 304w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-BPI-France-300x88.webp 300w\" sizes=\"(max-width: 304px) 100vw, 304px\" class=\"wp-image-192\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_11 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_13 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Safran.webp\" alt=\"Logo Safran\" width=\"408\" height=\"88\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Safran.webp 408w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Safran-300x65.webp 300w\" sizes=\"(max-width: 408px) 100vw, 408px\" class=\"wp-image-288\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_12 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_14 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Universite-de-Montpellier.webp\" alt=\"Logo Universite\u0301 de Montpellier\" width=\"388\" height=\"142\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Universite-de-Montpellier.webp 388w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Universite-de-Montpellier-300x110.webp 300w\" sizes=\"(max-width: 388px) 100vw, 388px\" class=\"wp-image-289\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_13 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_15 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-DGA.webp\" alt=\"Logo DGA\" width=\"152\" height=\"168\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-DGA.webp 152w\" sizes=\"(max-width: 152px) 100vw, 152px\" class=\"wp-image-286\" \/><\/span><\/div><\/div><\/div><div class=\"et_pb_group_carousel_slide\"><div class=\"et_pb_group_14 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\"><div class=\"et_pb_image_16 et_pb_image et_pb_module et_flex_module preset--module--divi-image--1cq776u2jt\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Bouygues.webp\" alt=\"Logo Bouygues\" width=\"369\" height=\"115\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Bouygues.webp 369w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/Logo-Bouygues-300x93.webp 300w\" sizes=\"(max-width: 369px) 100vw, 369px\" class=\"wp-image-191\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"et_pb_group_carousel_dots\"><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_7 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_14 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_21 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_18 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>Our Methodological <strong>Rigor<\/strong><\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_15 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_22 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_image_17 et_pb_image et_pb_module et_flex_module\"><a href=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique.webp\" title=\"Our Methodological Rigor\" class=\"et_pb_lightbox_image\" alt=\"Our Methodological Rigor\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique.webp\" alt=\"Our Methodological Rigor\" width=\"1376\" height=\"1056\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique.webp 1376w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique-1280x982.webp 1280w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique-980x752.webp 980w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/image-_Notre-rigueur-methodologique-480x368.webp 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1376px, 100vw\" class=\"wp-image-790\" \/><\/span><\/a><\/div>\n<\/div>\n\n<div class=\"et_pb_column_23 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"dsm_dual_heading_1 dsm_dual_heading et_animated et_pb_module preset--module--dsm-dual-heading--6qqsnse69k\"><div class=\"et_pb_module_inner\"><h2 class=\"dsm-dual-heading-main et_pb_module_header\"><span class=\"dsm-dual-heading-parts\"><span class=\"dsm-dual-heading-before\"><span>Advanced psychometrics<\/span><\/span><span class=\"dsm-dual-heading-middle\"><span>Meticulous item calibration to guarantee reliable, unbiased, and repeatable results.<\/span><\/span><\/span><\/h2><\/div><\/div>\n\n<div class=\"dsm_dual_heading_2 dsm_dual_heading et_animated et_pb_module preset--module--dsm-dual-heading--6qqsnse69k\"><div class=\"et_pb_module_inner\"><h2 class=\"dsm-dual-heading-main et_pb_module_header\"><span class=\"dsm-dual-heading-parts\"><span class=\"dsm-dual-heading-before\"><span>Standards alignment<\/span><\/span><span class=\"dsm-dual-heading-middle\"><span>A method in direct alignment with the AFNOR (SPEC 2401), ISO\/IEC (including standard 24029), and IEC frameworks.<\/span><\/span><\/span><\/h2><\/div><\/div>\n\n<div class=\"dsm_dual_heading_3 dsm_dual_heading et_animated et_pb_module preset--module--dsm-dual-heading--6qqsnse69k\"><div class=\"et_pb_module_inner\"><h2 class=\"dsm-dual-heading-main et_pb_module_header\"><span class=\"dsm-dual-heading-parts\"><span class=\"dsm-dual-heading-before\"><span>Continuous validation<\/span><\/span><span class=\"dsm-dual-heading-middle\"><span>Regular scientific reviews combined with field feedback from large partner organizations.<\/span><\/span><\/span><\/h2><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_8 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_16 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_24 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_19 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--iylhz2hntz\"><div class=\"et_pb_text_inner\"><h2><strong>Recognition & commitments<\/strong><\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_17 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_25 et_pb_column et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_15 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_16 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_20 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>\u20ac5M fundraising round (2023)<\/h3>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_text_21 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Definvest (BPI France), 115K (La Banque Postale), MBDA, Safran Corporate Ventures<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_group_17 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_18 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_22 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>574 Invest<\/h3>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_text_23 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>2026 participation from the SNCF Group's investment fund<\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_group_19 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_20 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_text_24 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>Active AFNOR member and contributor to SPEC 2401<\/h3>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_group_21 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_22 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_25 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>ISO\/IEC contributor<\/h3>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_text_26 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>Lead editor of the ISO\/IEC 24029 standard (AI robustness)<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_column_26 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_12_24 et_flex_column_12_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_group_23 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_24 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_27 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>France 2030<br \/>\/ France Relance programs<\/h3>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_group_25 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_26 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_28 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>+75% of PhD researchers in R&D<\/h3>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_group_27 et_pb_group et-last-child et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough et_animated\">\n<div class=\"et_pb_group_28 et_pb_group et_pb_module et_flex_group et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_29 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h3>Academic partnerships<\/h3>\n<\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_text_30 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p>University of Montpellier<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_9 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_18 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_27 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_31 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><h2>Our conviction<\/h2>\n<\/div><\/div>\n\n<div class=\"et_pb_testimonial_1 et_pb_testimonial et_pb_testimonial_no_image et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-testimonial--6e68f5s8yk\"><div class=\"et_pb_testimonial_inner\"><div class=\"et_pb_testimonial_description et_flex_module\"><div class=\"et_pb_testimonial_description_inner\"><div class=\"et_pb_testimonial_content\"><p>Measuring AI skills is an act of scientific engineering, not a communication exercise. Designed and operated by a deeptech company recognized for the reliability of critical AI: AICET is a standard, not just a barometer. <\/p>\n<\/div><\/div><div class=\"et_pb_testimonial_meta\"><\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_19 et_pb_row et_flex_row preset--module--divi-row--default\">\n<div class=\"et_pb_column_28 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_32 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\"><p><strong>Entrust Your AI Skills Measurement<\/strong><\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_33 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-text--default\"><div class=\"et_pb_text_inner\" data-et-mv-hidden-tablet=\"true\"><p>to a Team of Scientists<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_code_1 et_pb_code et_pb_module\"><div class=\"et_pb_code_inner\"><button data-cal-link=\"team\/sales\/schedule-a-demo-aicet\" data-cal-config='{\"layout\":\"month_view\"}' class=\"et_pb_button et_pb_bg_layout_light et_pb_module et_flex_module preset--module--divi-button--default\">\n      \u00c9changer avec une expert\n    <\/button><\/div><\/div>\n\n<div class=\"et_pb_image_18 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/trame-hero-2.webp\" width=\"788\" height=\"393\" srcset=\"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/trame-hero-2.webp 788w, https:\/\/aicet.eu\/wp-content\/uploads\/2026\/05\/trame-hero-2-480x239.webp 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 788px, 100vw\" class=\"wp-image-197\" \/><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":1106,"parent":0,"menu_order":12,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"AICET is developed by Numalis, a French deeptech company in trustworthy AI. PhD, ISO\/IEC 24029, partnerships with SNCF, MBDA, Safran, BPI France.","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","footnotes":""},"difl_page_category":[],"class_list":["post-812","page","type-page","status-publish","has-post-thumbnail","hentry"],"dsm_author":{"name":"Jean-Baptiste","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/fd668e00b2b2733faf2ff25e3cbf909f2b69406290bf788ea0a44e898b385d2f?s=96&d=mm&r=g","archive_link":"https:\/\/aicet.eu\/en\/actualites\/author\/jb-btobdesign\/","biodata":""},"dsm_categories":[],"dsm_attachment_categories":[],"dsm_featured_image":{"thumbnail":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-150x150.webp","medium":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-300x169.webp","medium_large":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-768x432.webp","large":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-1024x576.webp","1536x1536":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-1536x864.webp","2048x2048":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default.webp","et-pb-post-main-image":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-400x250.webp","et-pb-post-main-image-fullwidth":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-1080x675.webp","et-pb-portfolio-image":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-400x284.webp","et-pb-portfolio-module-image":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-510x382.webp","et-pb-portfolio-image-single":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-1080x608.webp","et-pb-gallery-module-image-portrait":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-400x516.webp","et-pb-post-main-image-fullwidth-large":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default.webp","et-pb-image--responsive--desktop":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-1280x720.webp","et-pb-image--responsive--tablet":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-980x551.webp","et-pb-image--responsive--phone":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default-480x270.webp","full":"https:\/\/aicet.eu\/wp-content\/uploads\/2026\/06\/vignette-default.webp"},"dsm_comment_count":0,"_links":{"self":[{"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/pages\/812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/comments?post=812"}],"version-history":[{"count":10,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/pages\/812\/revisions"}],"predecessor-version":[{"id":1152,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/pages\/812\/revisions\/1152"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/media\/1106"}],"wp:attachment":[{"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/media?parent=812"}],"wp:term":[{"taxonomy":"difl_page_category","embeddable":true,"href":"https:\/\/aicet.eu\/en\/wp-json\/wp\/v2\/difl_page_category?post=812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}