{"id":15115,"date":"2024-04-12T11:39:38","date_gmt":"2024-04-12T09:39:38","guid":{"rendered":"https:\/\/dev.jems-group.com\/?post_type=cas-client&#038;p=15115"},"modified":"2026-04-23T16:16:32","modified_gmt":"2026-04-23T14:16:32","slug":"capitalising-on-a-massive-documentary-heritage-with-generative-ai","status":"publish","type":"cas-client","link":"https:\/\/www.jems-group.com\/en\/cas-client\/capitaliser-sur-un-patrimoine-documentaire-massif-grace-a-lia-generative\/","title":{"rendered":"Capitalising on a massive documentary heritage thanks to generative AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15115\" class=\"elementor elementor-15115\" data-elementor-post-type=\"cas-client\">\n\t\t\t\t<div class=\"elementor-element elementor-element-400cc88 e-flex e-con-boxed e-con e-parent\" data-id=\"400cc88\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b398c4 elementor-widget elementor-widget-breadcrumbs\" data-id=\"5b398c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/dev.jems-group.com\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e9cb8a1 e-con-full e-flex e-con e-child\" data-id=\"e9cb8a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-af37fbb e-con-full e-flex e-con e-child\" data-id=\"af37fbb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-98e17ba elementor-widget elementor-widget-heading\" data-id=\"98e17ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Capitaliser sur un patrimoine documentaire massif gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0725b71 elementor-widget elementor-widget-text-editor\" data-id=\"0725b71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"661\" data-end=\"1088\">Artelia, groupe d\u2019ing\u00e9nierie et de conseil, souhaitait mieux exploiter un patrimoine documentaire de tr\u00e8s grande ampleur dans un contexte de digitalisation croissante et de complexification des projets. L\u2019enjeu \u00e9tait de transformer cette masse de documents non structur\u00e9s en ressource utile, accessible et exploitable, gr\u00e2ce \u00e0 une interface conversationnelle fond\u00e9e sur l\u2019IA g\u00e9n\u00e9rative.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f97bb6 elementor-widget__width-inherit elementor-widget elementor-widget-post-info\" data-id=\"7f97bb6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"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-7c979de\" 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<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>12 April 2024<\/time>\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 class=\"elementor-element elementor-element-81cf94c elementor-widget elementor-widget-button\" data-id=\"81cf94c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Parler \u00e0 un expert<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f988c7b elementor-widget elementor-widget-button\" data-id=\"f988c7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.arteliagroup.com\/fr\/\" target=\"_blank\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir Artelia<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76d7c98 e-con-full e-flex e-con e-child\" data-id=\"76d7c98\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e1c7ffe elementor-widget elementor-widget-image\" data-id=\"e1c7ffe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"262\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-1024x335.webp\" class=\"attachment-large size-large wp-image-15117\" alt=\"logo artelia\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-1024x335.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-300x98.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-768x252.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-1536x503.webp 1536w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-2048x671.webp 2048w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia-18x6.webp 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/logo-artelia.webp 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd2b06f e-flex e-con-boxed e-con e-parent\" data-id=\"cd2b06f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4aa8cb1 elementor-widget elementor-widget-heading\" data-id=\"4aa8cb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En quelques chiffres... <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b000f05 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"b000f05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8403c7 e-con-full e-flex e-con e-child\" data-id=\"a8403c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2f6cc87 e-con-full e-flex e-con e-child\" data-id=\"2f6cc87\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b7ab18 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5b7ab18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bee080d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"bee080d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong data-start=\"1197\" data-end=\"1238\">hub de donn\u00e9es central et historis\u00e9<\/strong><br data-start=\"1238\" data-end=\"1241\" \/>JEMS a introduit dans l\u2019architecture globale une plateforme de donn\u00e9es unifi\u00e9es pens\u00e9e pour r\u00e9pondre \u00e0 plusieurs typologies de cas d\u2019usage.<\/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-3617c4b e-con-full e-flex e-con e-child\" data-id=\"3617c4b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c95d0b elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4c95d0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">21<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f8b91 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"43f8b91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1381\" data-end=\"1625\"><strong data-start=\"985\" data-end=\"1010\">filiales \u00e0 unifier<\/strong><br data-start=\"1010\" data-end=\"1013\" \/>Le projet devait permettre \u00e0 l\u2019ensemble des entit\u00e9s du groupe de partager un r\u00e9f\u00e9rentiel commun et une circulation de l\u2019information plus fluide.<\/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-bb8e5cc e-con-full e-flex e-con e-child\" data-id=\"bb8e5cc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f41a50 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"6f41a50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c171c37 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c171c37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1501\" data-end=\"1719\"><strong data-start=\"1420\" data-end=\"1467\">premier cas d\u2019usage d\u00e9ploy\u00e9 en production<\/strong><br data-start=\"1467\" data-end=\"1470\" \/>Le catalogue Carrosserie a servi de d\u00e9monstrateur concret pour offrir \u00e0 toutes les filiales une vue unifi\u00e9e sur la disponibilit\u00e9 des pi\u00e8ces et les prix.<\/p>\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-d774ba1 e-flex e-con-boxed e-con e-parent\" data-id=\"d774ba1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a0e017 elementor-widget elementor-widget-heading\" data-id=\"4a0e017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le projet <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-face470 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"face470\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-028a3d8 elementor-widget elementor-widget-heading\" data-id=\"028a3d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Notre approche<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c6cd22 elementor-widget elementor-widget-text-editor\" data-id=\"1c6cd22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1677\" data-end=\"2188\">JEMS a accompagn\u00e9 Artelia dans la mise en place d\u2019un dispositif d\u2019IA g\u00e9n\u00e9rative centr\u00e9 sur la valorisation de documents non structur\u00e9s. L\u2019intervention a combin\u00e9 la r\u00e9alisation d\u2019un Proof of Value, la mise en place d\u2019une architecture Data Centric et l\u2019impl\u00e9mentation de deux cas d\u2019usage concrets, avec Snowflake comme partenaire technologique et Streamlit pour la couche applicative.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51936da elementor-widget elementor-widget-heading\" data-id=\"51936da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Le diagnostic<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32248fa elementor-widget elementor-widget-text-editor\" data-id=\"32248fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2255\" data-end=\"2850\">Artelia faisait face \u00e0 un enjeu majeur de gestion et d\u2019exploitation documentaire. Avec plus de 100 millions de documents issus de projets d\u2019ing\u00e9nierie, de rapports, de plans techniques, de correspondances et de documents administratifs, la difficult\u00e9 ne r\u00e9sidait pas seulement dans le stockage de l\u2019information, mais dans sa capacit\u00e9 \u00e0 \u00eatre retrouv\u00e9e, comprise et r\u00e9utilis\u00e9e rapidement. Il fallait donc mettre en place un dispositif capable d\u2019interroger ce corpus massif de mani\u00e8re fluide et pertinente, tout en ouvrant la voie \u00e0 de nouveaux usages m\u00e9tiers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7553363 elementor-widget elementor-widget-heading\" data-id=\"7553363\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Les livrables cl\u00e9s<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44d0165 elementor-widget elementor-widget-text-editor\" data-id=\"44d0165\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li data-section-id=\"flw5i0\" data-start=\"2876\" data-end=\"2953\">R\u00e9alisation d\u2019un Proof of Value pour le chatbot fond\u00e9 sur l\u2019IA g\u00e9n\u00e9rative<\/li><li data-section-id=\"1r7zmh4\" data-start=\"2954\" data-end=\"3003\">Mise en place d\u2019une architecture Data Centric<\/li><li data-section-id=\"1niwk4e\" data-start=\"3004\" data-end=\"3074\">D\u00e9veloppement d\u2019une interface conversationnelle en langage naturel<\/li><li data-section-id=\"vt0l2k\" data-start=\"3075\" data-end=\"3188\">Impl\u00e9mentation de deux cas d\u2019usage m\u00e9tier autour de la recherche documentaire et de la g\u00e9n\u00e9ration de contenus<\/li><li data-section-id=\"1b5tzif\" data-start=\"3189\" data-end=\"3294\">D\u00e9ploiement d\u2019un dispositif s\u2019appuyant sur Snowflake et Streamlit<\/li><\/ul>\t\t\t\t\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-f8c2816 e-flex e-con-boxed e-con e-parent\" data-id=\"f8c2816\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e319b61 e-con-full e-flex e-con e-child\" data-id=\"e319b61\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3d1a1c0 e-con-full e-flex e-con e-child\" data-id=\"3d1a1c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51f49e8 elementor-widget elementor-widget-heading\" data-id=\"51f49e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comment Artelia peut-elle <span class=\"mon-degrade\"> capitaliser sur plus de 100 millions de documents<\/span> gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b6e8d3 e-con-full e-flex e-con e-child\" data-id=\"3b6e8d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aef0000 elementor-widget elementor-widget-image\" data-id=\"aef0000\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash.webp\" class=\"attachment-large size-large wp-image-15118\" alt=\"cas client artelia illustration\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash.webp 1000w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash-300x200.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash-768x512.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-494f666 e-flex e-con-boxed e-con e-parent\" data-id=\"494f666\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1e01aa elementor-widget elementor-widget-heading\" data-id=\"a1e01aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les b\u00e9n\u00e9fices<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f9ea26 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"1f9ea26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f89960e e-grid e-con-full e-con e-child\" data-id=\"f89960e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2755899 e-con-full e-flex e-con e-child\" data-id=\"2755899\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5f4f00 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e5f4f00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-search\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M505 442.7L405.3 343c-4.5-4.5-10.6-7-17-7H372c27.6-35.3 44-79.7 44-128C416 93.1 322.9 0 208 0S0 93.1 0 208s93.1 208 208 208c48.3 0 92.7-16.4 128-44v16.3c0 6.4 2.5 12.5 7 17l99.7 99.7c9.4 9.4 24.6 9.4 33.9 0l28.3-28.3c9.4-9.4 9.4-24.6.1-34zM208 336c-70.7 0-128-57.2-128-128 0-70.7 57.2-128 128-128 70.7 0 128 57.2 128 128 0 70.7-57.2 128-128 128z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a5e5fb elementor-widget elementor-widget-heading\" data-id=\"9a5e5fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Un acc\u00e8s beaucoup plus rapide \u00e0 l\u2019information\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fc1a6a elementor-widget elementor-widget-text-editor\" data-id=\"4fc1a6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2621\" data-end=\"2772\">Les utilisateurs peuvent retrouver des documents pertinents sans naviguer manuellement dans des millions de fichiers.<\/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-23ad03e e-con-full e-flex e-con e-child\" data-id=\"23ad03e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9fed1b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c9fed1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-far-folder-open\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M527.9 224H480v-48c0-26.5-21.5-48-48-48H272l-64-64H48C21.5 64 0 85.5 0 112v288c0 26.5 21.5 48 48 48h400c16.5 0 31.9-8.5 40.7-22.6l79.9-128c20-31.9-3-73.4-40.7-73.4zM48 118c0-3.3 2.7-6 6-6h134.1l64 64H426c3.3 0 6 2.7 6 6v42H152c-16.8 0-32.4 8.8-41.1 23.2L48 351.4zm400 282H72l77.2-128H528z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fed7872 elementor-widget elementor-widget-heading\" data-id=\"fed7872\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Une meilleure exploitation des documents non structur\u00e9s\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c39abb elementor-widget elementor-widget-text-editor\" data-id=\"5c39abb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2774\" data-end=\"2922\">L\u2019interface conversationnelle permet de questionner dynamiquement un corpus documentaire complexe et h\u00e9t\u00e9rog\u00e8ne.<\/p>\t\t\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-18bcb3f e-grid e-con-full e-transform e-con e-child\" data-id=\"18bcb3f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t<div class=\"elementor-element elementor-element-e1ff6d8 e-con-full e-flex e-con e-child\" data-id=\"e1ff6d8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92404a6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"92404a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-balance-scale\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 336h-.02c0-16.18 1.34-8.73-85.05-181.51-17.65-35.29-68.19-35.36-85.87 0C-2.06 328.75.02 320.33.02 336H0c0 44.18 57.31 80 128 80s128-35.82 128-80zM128 176l72 144H56l72-144zm511.98 160c0-16.18 1.34-8.73-85.05-181.51-17.65-35.29-68.19-35.36-85.87 0-87.12 174.26-85.04 165.84-85.04 181.51H384c0 44.18 57.31 80 128 80s128-35.82 128-80h-.02zM440 320l72-144 72 144H440zm88 128H352V153.25c23.51-10.29 41.16-31.48 46.39-57.25H528c8.84 0 16-7.16 16-16V48c0-8.84-7.16-16-16-16H383.64C369.04 12.68 346.09 0 320 0s-49.04 12.68-63.64 32H112c-8.84 0-16 7.16-16 16v32c0 8.84 7.16 16 16 16h129.61c5.23 25.76 22.87 46.96 46.39 57.25V448H112c-8.84 0-16 7.16-16 16v32c0 8.84 7.16 16 16 16h416c8.84 0 16-7.16 16-16v-32c0-8.84-7.16-16-16-16z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86ef321 elementor-widget elementor-widget-heading\" data-id=\"86ef321\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Une aide concr\u00e8te sur les sujets juridiques\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f73a0d elementor-widget elementor-widget-text-editor\" data-id=\"8f73a0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2774\" data-end=\"2922\">L\u2019un des cas d\u2019usage concerne la recherche instantan\u00e9e de preuves documentaires, particuli\u00e8rement utile dans un cadre juridique.<\/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-b5aec74 e-con-full e-flex e-con e-child\" data-id=\"b5aec74\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a1772d elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2a1772d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-pen-square\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 480H48c-26.5 0-48-21.5-48-48V80c0-26.5 21.5-48 48-48h352c26.5 0 48 21.5 48 48v352c0 26.5-21.5 48-48 48zM238.1 177.9L102.4 313.6l-6.3 57.1c-.8 7.6 5.6 14.1 13.3 13.3l57.1-6.3L302.2 242c2.3-2.3 2.3-6.1 0-8.5L246.7 178c-2.5-2.4-6.3-2.4-8.6-.1zM345 165.1L314.9 135c-9.4-9.4-24.6-9.4-33.9 0l-23.1 23.1c-2.3 2.3-2.3 6.1 0 8.5l55.5 55.5c2.3 2.3 6.1 2.3 8.5 0L345 199c9.3-9.3 9.3-24.5 0-33.9z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfbe929 elementor-widget elementor-widget-heading\" data-id=\"dfbe929\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Une production documentaire acc\u00e9l\u00e9r\u00e9e\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bc6bf4 elementor-widget elementor-widget-text-editor\" data-id=\"0bc6bf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4269\" data-end=\"4495\">L\u2019outil permet aussi de g\u00e9n\u00e9rer de nouveaux contenus pour les appels d\u2019offres \u00e0 partir de donn\u00e9es historiques, notamment des CCTP.<\/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-de32066 e-con-full e-flex e-con e-child\" data-id=\"de32066\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-045c656 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"045c656\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\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 aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tachometer-alt\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M288 32C128.94 32 0 160.94 0 320c0 52.8 14.25 102.26 39.06 144.8 5.61 9.62 16.3 15.2 27.44 15.2h443c11.14 0 21.83-5.58 27.44-15.2C561.75 422.26 576 372.8 576 320c0-159.06-128.94-288-288-288zm0 64c14.71 0 26.58 10.13 30.32 23.65-1.11 2.26-2.64 4.23-3.45 6.67l-9.22 27.67c-5.13 3.49-10.97 6.01-17.64 6.01-17.67 0-32-14.33-32-32S270.33 96 288 96zM96 384c-17.67 0-32-14.33-32-32s14.33-32 32-32 32 14.33 32 32-14.33 32-32 32zm48-160c-17.67 0-32-14.33-32-32s14.33-32 32-32 32 14.33 32 32-14.33 32-32 32zm246.77-72.41l-61.33 184C343.13 347.33 352 364.54 352 384c0 11.72-3.38 22.55-8.88 32H232.88c-5.5-9.45-8.88-20.28-8.88-32 0-33.94 26.5-61.43 59.9-63.59l61.34-184.01c4.17-12.56 17.73-19.45 30.36-15.17 12.57 4.19 19.35 17.79 15.17 30.36zm14.66 57.2l15.52-46.55c3.47-1.29 7.13-2.23 11.05-2.23 17.67 0 32 14.33 32 32s-14.33 32-32 32c-11.38-.01-20.89-6.28-26.57-15.22zM480 384c-17.67 0-32-14.33-32-32s14.33-32 32-32 32 14.33 32 32-14.33 32-32 32z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-611bf19 elementor-widget elementor-widget-heading\" data-id=\"611bf19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Des processus m\u00e9tiers plus efficaces\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f46c1ad elementor-widget elementor-widget-text-editor\" data-id=\"f46c1ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2924\" data-end=\"3066\">La solution am\u00e9liore l\u2019efficacit\u00e9 et la qualit\u00e9 des processus chez Artelia en rendant le patrimoine documentaire plus vivant et exploitable.<\/p>\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-cc89ac0 e-flex e-con-boxed e-con e-parent\" data-id=\"cc89ac0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-606d4f2 elementor-widget elementor-widget-heading\" data-id=\"606d4f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En vid\u00e9o : comment Artelia valorise 100 millions de documents avec l\u2019IA g\u00e9n\u00e9rative<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c70cf86 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"c70cf86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95393a0 elementor-widget elementor-widget-text-editor\" data-id=\"95393a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"278\" data-end=\"463\">D\u00e9couvrez comment Artelia, accompagn\u00e9 par JEMS, transforme un patrimoine documentaire massif en ressource exploitable gr\u00e2ce \u00e0 une interface conversationnelle fond\u00e9e sur l\u2019IA g\u00e9n\u00e9rative.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e85dd7c elementor-widget elementor-widget-video\" data-id=\"e85dd7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/a7GBxDc7Q94?si=vBh48_F9ziyEdXQv&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\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-6d511e9 e-flex e-con-boxed e-con e-parent\" data-id=\"6d511e9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5335baf elementor-widget elementor-widget-heading\" data-id=\"5335baf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L'approche en 6 \u00e9tapes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b44a12 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"7b44a12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f51140 elementor-arrows-position-inside elementor-widget elementor-widget-n-carousel\" data-id=\"2f51140\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;carousel_items&quot;:[{&quot;slide_title&quot;:&quot;Diapositive N\\u00b01&quot;,&quot;_id&quot;:&quot;f9776eb&quot;},{&quot;slide_title&quot;:&quot;Diapositive N\\u00b02&quot;,&quot;_id&quot;:&quot;c1e607c&quot;},{&quot;slide_title&quot;:&quot;Diapositive N\\u00b03&quot;,&quot;_id&quot;:&quot;945abe2&quot;},{&quot;slide_title&quot;:&quot;Diapositive N\\u00b04&quot;,&quot;_id&quot;:&quot;1a067df&quot;},{&quot;slide_title&quot;:&quot;Diapositive N\\u00b05&quot;,&quot;_id&quot;:&quot;819b8ad&quot;},{&quot;slide_title&quot;:&quot;Diapositive N\\u00b06&quot;,&quot;_id&quot;:&quot;0ed563d&quot;},{&quot;_id&quot;:&quot;83304fb&quot;,&quot;slide_title&quot;:&quot;Diapositive N\\u00b07&quot;}],&quot;slides_to_show&quot;:&quot;4&quot;,&quot;offset_sides&quot;:&quot;right&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&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_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:80,&quot;sizes&quot;:[]},&quot;offset_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;offset_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;arrows&quot;:&quot;yes&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&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&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-carousel.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-carousel swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-795b9c7 e-con-full e-flex e-con e-child\" data-id=\"795b9c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b3cb5a elementor-widget elementor-widget-heading\" data-id=\"7b3cb5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Partir d\u2019un patrimoine documentaire massif\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca79f05 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ca79f05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32093a4 elementor-widget elementor-widget-text-editor\" data-id=\"32093a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4973\" data-end=\"5162\">Le projet s\u2019est construit \u00e0 partir d\u2019un enjeu clair : rendre exploitable une biblioth\u00e8que de plus de 100 millions de documents.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"2\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b32e30a e-con-full e-flex e-con e-child\" data-id=\"b32e30a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40f86f8 elementor-widget elementor-widget-heading\" data-id=\"40f86f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. Valider la valeur avec un Proof of Value\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1939a4d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1939a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18f10f6 elementor-widget elementor-widget-text-editor\" data-id=\"18f10f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4982\" data-end=\"5174\">JEMS a d\u2019abord d\u00e9montr\u00e9 concr\u00e8tement l\u2019int\u00e9r\u00eat du chatbot avant d\u2019envisager un d\u00e9ploiement plus large.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"3\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6fc8912 e-con-full e-flex e-con e-child\" data-id=\"6fc8912\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5bae90 elementor-widget elementor-widget-heading\" data-id=\"d5bae90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. Mettre en place le socle Data Centric\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18cf884 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"18cf884\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71bd484 elementor-widget elementor-widget-text-editor\" data-id=\"71bd484\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4956\" data-end=\"5172\">Une architecture centr\u00e9e sur la donn\u00e9e a \u00e9t\u00e9 d\u00e9ploy\u00e9e pour garantir l\u2019int\u00e9gration, la qualit\u00e9 et la disponibilit\u00e9 des informations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"4\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a8da212 e-con-full e-flex e-con e-child\" data-id=\"a8da212\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2167b8 elementor-widget elementor-widget-heading\" data-id=\"f2167b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. D\u00e9velopper l\u2019interface conversationnelle<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c92856 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9c92856\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b13ecf7 elementor-widget elementor-widget-text-editor\" data-id=\"b13ecf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>JEMS et Snowflake ont con\u00e7u une interface en langage naturel capable d\u2019interroger le corpus documentaire en temps r\u00e9el.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"5\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-01037f6 e-con-full e-flex e-con e-child\" data-id=\"01037f6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36ebdc3 elementor-widget elementor-widget-heading\" data-id=\"36ebdc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. D\u00e9ployer les premiers cas d\u2019usage\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5da6e55 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5da6e55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60e4f81 elementor-widget elementor-widget-text-editor\" data-id=\"60e4f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5502\" data-end=\"5695\">Deux usages ont \u00e9t\u00e9 mis en \u0153uvre : la recherche de preuves documentaires et la g\u00e9n\u00e9ration de contenus pour les appels d\u2019offres.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"6\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-370484e e-con-full e-flex e-con e-child\" data-id=\"370484e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa7446f elementor-widget elementor-widget-heading\" data-id=\"fa7446f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">6. Transformer la donn\u00e9e en ressource op\u00e9rationnelle\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54f8d0e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"54f8d0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39afa74 elementor-widget elementor-widget-text-editor\" data-id=\"39afa74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"5977\" data-end=\"6204\">L\u2019ensemble permet de faire passer un corpus massif et non structur\u00e9 d\u2019un statut d\u2019archive \u00e0 celui de ressource m\u00e9tier exploitable.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"7\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 sur 7\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1949461 e-flex e-con-boxed e-con e-child\" data-id=\"1949461\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\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-20dd459 e-flex e-con-boxed e-con e-parent\" data-id=\"20dd459\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e461b2 elementor-widget elementor-widget-heading\" data-id=\"9e461b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00e9couvrez comment nous avons transform\u00e9 les d\u00e9fis de nos clients<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-474b0e7 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"474b0e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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-babb882 e-flex e-con-boxed e-con e-parent\" data-id=\"babb882\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b735b8 elementor-widget__width-inherit elementor-arrows-position-inside elementor-widget elementor-widget-loop-carousel\" data-id=\"1b735b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:418,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;offset_sides&quot;:&quot;right&quot;,&quot;offset_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:470,&quot;sizes&quot;:[]},&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;offset_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_tablet&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_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;arrows&quot;:&quot;yes&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&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\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-dynamic-418\">.e-loop-item-15126 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .e-loop-item-15126 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/CC-3-Orpi.webp\");}<\/style><style id=\"loop-418\">.elementor-418 .elementor-element.elementor-element-21d664f{--display:flex;--min-height:60vh;--justify-content:flex-end;--overlay-opacity:0.3;--border-radius:16px 16px 0px 16px;--padding-top:5%;--padding-bottom:5%;--padding-left:5%;--padding-right:5%;}.elementor-418 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .elementor-418 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-position:center center;background-size:cover;}.elementor-418 .elementor-element.elementor-element-21d664f::before, .elementor-418 .elementor-element.elementor-element-21d664f > .elementor-background-video-container::before, .elementor-418 .elementor-element.elementor-element-21d664f > .e-con-inner > .elementor-background-video-container::before, .elementor-418 .elementor-element.elementor-element-21d664f > .elementor-background-slideshow::before, .elementor-418 .elementor-element.elementor-element-21d664f > .e-con-inner > .elementor-background-slideshow::before, .elementor-418 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer::before{--background-overlay:'';background-color:#00000080;}.elementor-418 .elementor-element.elementor-element-57bbaed{--display:flex;--border-radius:16px 16px 0px 16px;--margin-top:0%;--margin-bottom:0%;--margin-left:0%;--margin-right:0%;--padding-top:4%;--padding-bottom:2%;--padding-left:05%;--padding-right:05%;}.elementor-418 .elementor-element.elementor-element-57bbaed:not(.elementor-motion-effects-element-type-background), .elementor-418 .elementor-element.elementor-element-57bbaed > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-f6bd35a );}.elementor-418 .elementor-element.elementor-element-d5747dc .elementor-heading-title{font-size:28px;font-weight:700;line-height:29px;}.elementor-418 .elementor-element.elementor-element-79aba53 .elementor-button-content-wrapper{flex-direction:row-reverse;}.elementor-418 .elementor-element.elementor-element-79aba53 .elementor-button{font-size:16px;font-weight:700;text-decoration:underline;fill:var( --e-global-color-primary );color:var( --e-global-color-primary );background-color:#02010100;}@media(min-width:768px){.elementor-418 .elementor-element.elementor-element-57bbaed{--width:50%;}}@media(max-width:767px){.elementor-418 .elementor-element.elementor-element-21d664f{--min-height:3px;}.elementor-418 .elementor-element.elementor-element-d5747dc .elementor-heading-title{font-size:24px;}}\/* Start custom CSS for container, class: .elementor-element-21d664f *\/\/* --- TABLETTES & ORDINATEURS --- *\/\r\n@media (min-width: 1025px) {\r\n    .elementor-418 .elementor-element.elementor-element-21d664f {\r\n        height: 620px !important;\r\n        min-height: 620px !important;\r\n    }\r\n}\r\n\r\n\/* --- MOBILES --- *\/\r\n@media (max-width: 1024px) {\r\n    .elementor-418 .elementor-element.elementor-element-21d664f {\r\n        \/* Ajuste la valeur (400px) selon tes besoins pour le mobile *\/\r\n        height: 450px !important;\r\n        min-height: 450px !important;\r\n    }\r\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"418\" class=\"elementor elementor-418 swiper-slide e-loop-item e-loop-item-15126 post-15126 cas-client type-cas-client status-publish has-post-thumbnail hentry\" 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-21d664f e-con-full e-flex e-con e-parent\" data-id=\"21d664f\" 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-57bbaed e-con-full e-flex e-con e-child\" data-id=\"57bbaed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5747dc elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"d5747dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/cas-client\/construire-un-ecosysteme-data-centric-pour-mieux-piloter-lactivite-du-reseau-immobilier\/\">Construire un \u00e9cosyst\u00e8me data centric pour mieux piloter l\u2019activit\u00e9 du r\u00e9seau immobilier<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79aba53 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"79aba53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/cas-client\/construire-un-ecosysteme-data-centric-pour-mieux-piloter-lactivite-du-reseau-immobilier\/\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire le cas client<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<style id=\"loop-dynamic-418\">.e-loop-item-15115 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .e-loop-item-15115 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/kai-muro-SNSFgYR7EpU-unsplash.webp\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"418\" class=\"elementor elementor-418 swiper-slide e-loop-item e-loop-item-15115 post-15115 cas-client type-cas-client status-publish has-post-thumbnail hentry\" 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-21d664f e-con-full e-flex e-con e-parent\" data-id=\"21d664f\" 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-57bbaed e-con-full e-flex e-con e-child\" data-id=\"57bbaed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5747dc elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"d5747dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/cas-client\/capitaliser-sur-un-patrimoine-documentaire-massif-grace-a-lia-generative\/\">Capitaliser sur un patrimoine documentaire massif gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79aba53 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"79aba53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/cas-client\/capitaliser-sur-un-patrimoine-documentaire-massif-grace-a-lia-generative\/\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire le cas client<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<style id=\"loop-dynamic-418\">.e-loop-item-14935 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .e-loop-item-14935 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/mobilize-banque-automobile.webp\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"418\" class=\"elementor elementor-418 swiper-slide e-loop-item e-loop-item-14935 post-14935 cas-client type-cas-client status-publish has-post-thumbnail hentry\" 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-21d664f e-con-full e-flex e-con e-parent\" data-id=\"21d664f\" 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-57bbaed e-con-full e-flex e-con e-child\" data-id=\"57bbaed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5747dc elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"d5747dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/cas-client\/un-referentiel-unique-dans-la-banque-automobile\/\">Un r\u00e9f\u00e9rentiel unique dans la banque automobile<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79aba53 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"79aba53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/cas-client\/un-referentiel-unique-dans-la-banque-automobile\/\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire le cas client<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<style id=\"loop-dynamic-418\">.e-loop-item-15104 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .e-loop-item-15104 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/manuel-e-sankitts-i2kOA2p0DTo-unsplash.webp\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"418\" class=\"elementor elementor-418 swiper-slide e-loop-item e-loop-item-15104 post-15104 cas-client type-cas-client status-publish has-post-thumbnail hentry\" 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-21d664f e-con-full e-flex e-con e-parent\" data-id=\"21d664f\" 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-57bbaed e-con-full e-flex e-con e-child\" data-id=\"57bbaed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5747dc elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"d5747dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/en\/cas-client\/creer-un-referentiel-unique-pour-unifier-les-donnees-de-21-filiales-dans-lautomobile\/\">Cr\u00e9er un r\u00e9f\u00e9rentiel unique pour unifier les donn\u00e9es de 21 filiales dans l\u2019automobile<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79aba53 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"79aba53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/cas-client\/creer-un-referentiel-unique-pour-unifier-les-donnees-de-21-filiales-dans-lautomobile\/\">\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire le cas client<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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<style id=\"loop-dynamic-418\">.e-loop-item-15090 .elementor-element.elementor-element-21d664f:not(.elementor-motion-effects-element-type-background), .e-loop-item-15090 .elementor-element.elementor-element-21d664f > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/wong-zihoo-kRyJPPsLgbU-unsplash.webp\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"418\" class=\"elementor elementor-418 swiper-slide e-loop-item e-loop-item-15090 post-15090 cas-client type-cas-client status-publish has-post-thumbnail hentry\" 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-21d664f e-con-full e-flex e-con e-parent\" data-id=\"21d664f\" 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-57bbaed e-con-full e-flex e-con e-child\" data-id=\"57bbaed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5747dc elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"d5747dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a 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24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19cea0f elementor-align-right elementor-widget elementor-widget-button\" data-id=\"19cea0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/en\/cas-clients\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Voir tous nos cas clients<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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","protected":false},"excerpt":{"rendered":"<p>Artelia, an engineering and consulting group, wanted to better leverage its very extensive documentary heritage in a context of increasing digitisation and project complexity. The challenge was to transform this mass of unstructured documents into a useful, accessible and exploitable resource, thanks to a conversational interface based on generative AI.<\/p>","protected":false},"featured_media":15118,"template":"","expertise":[],"secteurs":[],"class_list":["post-15115","cas-client","type-cas-client","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Capitaliser sur un patrimoine documentaire massif gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative - JEMS<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment JEMS aide Artelia \u00e0 valoriser 100 millions de documents gr\u00e2ce \u00e0 une interface fond\u00e9e sur l\u2019IA g\u00e9n\u00e9rative.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.jems-group.com\/fr\/cas-client\/capitaliser-sur-un-patrimoine-documentaire-massif-grace-a-lia-generative\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Capitaliser sur un patrimoine documentaire massif gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative - 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