Kairntech \u2014 Projets & Partenariats<\/title>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Manrope:wght@300;400;500;600;700;800;900&display=swap\" rel=\"stylesheet\" \/>\n <style>\n\n *, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }\n\n :root {\n --bg: #000000;\n --card: #071A1C;\n --pink: #FF01A7;\n --teal: #7BADB1;\n --muted: #527579;\n --white: #ffffff;\n --border: rgba(123, 173, 177, 0.15);\n --border-p: rgba(255, 1, 167, 0.2);\n --font: 'Manrope', sans-serif;\n }\n\n html { scroll-behavior: smooth; background: #000; }\n body {\n font-family: var(--font);\n color: var(--white);\n background: var(--bg);\n -webkit-font-smoothing: antialiased;\n }\n\n \/* \u2500\u2500 HERO \u2500\u2500 *\/\n .hero {\n position: relative;\n text-align: center;\n padding: 150px 24px 90px;\n overflow: hidden;\n }\n .hero::before {\n content: '';\n position: absolute;\n top: -80px; left: 50%;\n transform: translateX(-50%);\n width: 800px; height: 500px;\n background: radial-gradient(ellipse 65% 55% at 50% 10%, rgba(255,1,167,0.13) 0%, transparent 70%);\n pointer-events: none;\n }\n .hero-inner {\n position: relative; z-index: 1;\n max-width: 820px; margin: 0 auto;\n }\n .hero-tag {\n display: inline-flex; align-items: center; gap: 8px;\n border: 0.5px solid var(--teal); border-radius: 100px;\n padding: 6px 18px; font-size: 0.75rem; font-weight: 700;\n letter-spacing: 0.1em; text-transform: uppercase;\n color: var(--teal); background: rgba(123,173,177,0.06);\n margin-bottom: 36px;\n }\n .hero h1 {\n font-size: 3.8rem; font-weight: 800;\n line-height: 1.15; letter-spacing: -0.03em;\n color: var(--white); margin-bottom: 24px;\n }\n .hero h1 em { font-style: normal; color: var(--pink); }\n .hero p {\n font-size: 1.15rem; line-height: 1.65;\n color: var(--teal); max-width: 650px; margin: 0 auto;\n }\n\n \/* \u2500\u2500 SECTION WRAPPER \u2500\u2500 *\/\n .section-block {\n max-width: 1160px;\n margin: 0 auto;\n padding: 100px 24px;\n }\n\n \/* \u2500\u2500 SECTION LABEL \u2500\u2500 *\/\n .section-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 80px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .section-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--pink);\n }\n .section-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, var(--border-p), transparent);\n }\n\n \/* \u2500\u2500 PROJECT ROW \u2500\u2500 *\/\n .project-row {\n display: grid;\n grid-template-columns: 1fr 1fr;\n gap: 80px;\n align-items: center;\n padding: 64px 0;\n border-bottom: 1px solid var(--border);\n position: relative;\n }\n .project-row:last-child { border-bottom: none; }\n\n .project-row.reverse .project-visual { order: -1; }\n\n .project-index {\n font-size: 0.7rem; font-weight: 800;\n letter-spacing: 0.18em; text-transform: uppercase;\n color: var(--muted); margin-bottom: 16px; display: block;\n }\n\n .project-text h3 {\n font-size: 2rem; font-weight: 800;\n letter-spacing: -0.02em; line-height: 1.2;\n color: var(--white); margin-bottom: 18px;\n }\n\n .project-text p {\n font-size: 0.97rem; line-height: 1.7;\n color: rgba(255,255,255,0.55); margin-bottom: 20px;\n }\n\n .project-role {\n display: flex; gap: 12px; align-items: flex-start;\n background: rgba(7,26,28,0.5);\n border: 1px solid var(--border);\n border-left: 2px solid var(--pink);\n border-radius: 12px;\n padding: 16px 20px;\n margin-top: 24px;\n }\n .project-role-label {\n font-size: 0.72rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.1em;\n color: var(--pink); white-space: nowrap; padding-top: 2px;\n }\n .project-role p {\n font-size: 0.9rem; line-height: 1.6;\n color: rgba(255,255,255,0.7); margin: 0;\n }\n\n .project-tags {\n display: flex; flex-wrap: wrap; gap: 8px; margin-bottom: 20px;\n }\n .ptag {\n font-size: 0.72rem; font-weight: 700;\n letter-spacing: 0.06em; text-transform: uppercase;\n color: var(--teal);\n background: rgba(123,173,177,0.07);\n border: 1px solid rgba(123,173,177,0.15);\n padding: 4px 12px; border-radius: 6px;\n }\n\n .project-visual {\n position: relative;\n padding-top: 16px;\n }\n\n .project-img-frame {\n position: relative;\n border-radius: 24px;\n overflow: hidden;\n background: var(--card);\n border: 1px solid var(--border);\n aspect-ratio: 4\/3;\n display: flex; align-items: center; justify-content: center;\n transition: border-color 0.4s ease, box-shadow 0.4s ease;\n }\n\n .project-row:hover .project-img-frame,\n .partner-row:hover .project-img-frame {\n border-color: rgba(255,1,167,0.35);\n box-shadow: 0 0 50px rgba(255,1,167,0.1);\n }\n\n .project-img-frame img {\n width: 80%; height: 80%;\n object-fit: contain;\n position: relative; z-index: 1;\n transition: transform 0.4s cubic-bezier(0.16,1,0.3,1);\n border-radius: 40px;\n }\n\n .project-row:hover .project-img-frame img,\n .partner-row:hover .project-img-frame img {\n transform: scale(1.04);\n }\n\n .project-img-frame::after {\n content: '';\n position: absolute;\n width: 55%; height: 55%;\n background: radial-gradient(circle, rgba(255,1,167,0.07) 0%, transparent 70%);\n border-radius: 50%;\n pointer-events: none;\n }\n\n \/* \u2500\u2500 EvalLLM card only : white frame + raised badge \u2500\u2500 *\/\n .project-row.evalllm .project-img-frame {\n background: #ffffff;\n }\n .project-row.evalllm .project-badge {\n top: -24px;\n }\n\/* \u2500\u2500 Cadres \u00e0 fond blanc (r\u00e9utilisable) \u2500\u2500 *\/\n .white-frame .project-img-frame {\n background: #ffffff;\n }\n .project-badge {\n position: absolute;\n top: -14px; right: 20px;\n background: var(--pink);\n color: #fff;\n font-size: 0.68rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.1em;\n padding: 5px 14px; border-radius: 100px;\n box-shadow: 0 4px 20px rgba(255,1,167,0.4);\n }\n\n \/* \u2500\u2500 PARTNERSHIPS \u2500\u2500 *\/\n .partner-row {\n display: grid;\n grid-template-columns: 1fr 1fr;\n gap: 80px;\n align-items: center;\n padding: 64px 0;\n border-bottom: 1px solid var(--border);\n }\n .partner-row:last-child { border-bottom: none; }\n .partner-row.reverse .partner-visual { order: -1; }\n\n .partner-text h3 {\n font-size: 2rem; font-weight: 800;\n letter-spacing: -0.02em; line-height: 1.2;\n color: var(--white); margin-bottom: 18px;\n }\n .partner-text p {\n font-size: 0.97rem; line-height: 1.7;\n color: rgba(255,255,255,0.55); margin-bottom: 16px;\n }\n .partner-text p:last-child { margin-bottom: 0; }\n .partner-text strong { color: var(--white); font-weight: 700; }\n\n .partner-visual .project-img-frame {\n aspect-ratio: 4\/3;\n }\n\n \/* \u2500\u2500 SOLUTIONS CTA \u2500\u2500 *\/\n .solutions-cta {\n padding: 0 24px 120px;\n }\n .solutions-inner {\n max-width: 1160px; margin: 0 auto;\n }\n .solutions-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 56px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .solutions-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--teal);\n }\n .solutions-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, rgba(123,173,177,0.25), transparent);\n }\n .solutions-grid {\n display: grid;\n grid-template-columns: repeat(3, 1fr);\n gap: 20px;\n }\n .solution-card {\n background: var(--card);\n border: 1px solid var(--border);\n border-radius: 20px;\n padding: 36px 32px;\n transition: transform 0.35s cubic-bezier(0.16,1,0.3,1),\n border-color 0.35s ease,\n box-shadow 0.35s ease;\n cursor: pointer;\n }\n .solution-card:hover {\n transform: translateY(-4px);\n border-color: rgba(255,1,167,0.35);\n box-shadow: 0 20px 40px rgba(0,0,0,0.4), 0 0 20px rgba(255,1,167,0.08);\n }\n .solution-card h4 {\n font-size: 1.25rem; font-weight: 800;\n letter-spacing: -0.01em; color: var(--pink);\n margin-bottom: 12px; line-height: 1.25;\n }\n .solution-card p {\n font-size: 0.88rem; line-height: 1.6;\n color: rgba(255,255,255,0.5);\n }\n .solution-arrow {\n display: inline-flex; align-items: center; gap: 8px;\n margin-top: 20px; font-size: 0.82rem; font-weight: 700;\n color: var(--teal); text-decoration: none;\n transition: color 0.25s, gap 0.25s;\n }\n .solution-card:hover .solution-arrow { color: var(--pink); gap: 12px; }\n\n \/* \u2500\u2500 TESTIMONIAL \u2500\u2500 *\/\n .testimonial-section {\n padding: 0 24px 140px;\n }\n .testimonial-inner {\n max-width: 1160px; margin: 0 auto;\n }\n .testimonial-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 56px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .testimonial-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--teal);\n }\n .testimonial-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, rgba(123,173,177,0.25), transparent);\n }\n .testimonial-card {\n background: linear-gradient(135deg, #040d0e 0%, var(--card) 100%);\n border: 1px solid rgba(123,173,177,0.2);\n border-left: 2px solid var(--pink);\n border-radius: 24px;\n padding: 56px 60px;\n position: relative;\n overflow: hidden;\n }\n .testimonial-card::before {\n content: '\\201C';\n position: absolute; top: 20px; left: 40px;\n font-size: 8rem; line-height: 1; font-weight: 900;\n color: var(--pink); opacity: 0.07;\n font-family: Georgia, serif;\n }\n .testimonial-card blockquote {\n font-size: 1.2rem; font-weight: 500;\n line-height: 1.75; color: rgba(255,255,255,0.8);\n max-width: 820px; margin-bottom: 40px;\n position: relative; z-index: 1;\n }\n .testimonial-card blockquote strong { color: var(--white); font-weight: 700; }\n .testimonial-author {\n display: flex; align-items: center; gap: 20px;\n position: relative; z-index: 1;\n }\n .author-avatar {\n width: 150px; height: 150px; border-radius: 50%;\n background: #00000;\n border: 2px solid rgba(123,173,177,0.25);\n display: flex; align-items: center; justify-content: center;\n overflow: hidden; flex-shrink: 0;\n }\n .author-avatar img { width: 100%; height: 100%; object-fit: contain; padding: 10px; }\n .author-name { font-size: 1.4rem; font-weight: 700; color: var(--white); }\n .author-title { font-size: 1.1rem; color: var(--muted); margin-top: 2px; }\n\n \/* \u2500\u2500 RESPONSIVE \u2500\u2500 *\/\n @media (max-width: 900px) {\n .hero h1 { font-size: 2.6rem; }\n .project-row, .partner-row {\n grid-template-columns: 1fr;\n gap: 40px;\n }\n .project-row.reverse .project-visual,\n .partner-row.reverse .partner-visual { order: 0; }\n .solutions-grid { grid-template-columns: 1fr; }\n .testimonial-card { padding: 40px 32px; }\n }\n\n <\/style>\n<\/head>\n<body>\n\n \n <section class=\"hero\">\n <div class=\"hero-inner\">\n <div class=\"hero-tag\">Notre impact<\/div>\n <h1>Projets &<br><em>partenariats<\/em><\/h1>\n <p>De la recherche acad\u00e9mique au d\u00e9ploiement industriel, Kairntech construit une IA documentaire de confiance avec les meilleurs acteurs europ\u00e9ens.<\/p>\n <\/div>\n <\/section>\n\n \n <div class=\"section-block\">\n\n <div class=\"section-label\">\n <h2>Nos projets<\/h2>\n <div class=\"section-label-line\"><\/div>\n <\/div>\n\n \n <div class=\"project-row evalllm\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 01<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddeb\ud83c\uddf7 Minist\u00e8re des Arm\u00e9es<\/span>\n <span class=\"ptag\">D\u00e9fense<\/span>\n <span class=\"ptag\">RAG<\/span>\n <span class=\"ptag\">Entity Linking<\/span>\n <\/div>\n <h3>Challenge EvalLLM 2026<\/h3>\n <p>Kairntech est mont\u00e9 sur le podium des deux challenges d’EvalLLM 2026, une comp\u00e9tition d’IA ind\u00e9pendante organis\u00e9e par l’AMIAD \u2014 l’agence d\u00e9di\u00e9e \u00e0 l’IA du minist\u00e8re des Arm\u00e9es. Son objectif : comparer, de mani\u00e8re totalement neutre, les meilleures technologies d’IA sur deux comp\u00e9tences que nos clients utilisent au quotidien \u2014 le RAG (Retrieval-Augmented Generation) sur des documents du domaine de la d\u00e9fense, et l’Entity Linking sur des bulletins de veille sanitaire.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Nos r\u00e9sultats<\/span>\n <p>Kairntech se classe 1er en performance brute \u00e0 la fois sur l’attribution des sources en RAG (sur 20 syst\u00e8mes) et sur l’Entity Linking (sur 7 \u00e9quipes). Apr\u00e8s application des crit\u00e8res de frugalit\u00e9 du concours (technologies open-source, empreinte CO\u2082, ressources de calcul), Kairntech termine 2e en recherche & g\u00e9n\u00e9ration RAG, et 3e \u00e0 la fois sur l’attribution des sources en RAG et sur l’Entity Linking.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <span class=\"project-badge\">\ud83c\udfc6 Podium<\/span>\n <div class=\"project-img-frame\">\n \n <img decoding=\"async\" src=\"data:image\/svg+xml;base64,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\" alt=\"EvalLLM 2026 \u2014 Ministry of the Armed Forces\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 02<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddea\ud83c\uddfa France 2030<\/span>\n <span class=\"ptag\">Journalisme & IA<\/span>\n <\/div>\n <h3>MediaGen<\/h3>\n <p>Le projet MediaGen vise \u00e0 concevoir, d\u00e9velopper, \u00e9valuer et diffuser un ensemble de solutions d’IA g\u00e9n\u00e9rative multimodale fiables pour le journalisme et l’information. Dans un secteur o\u00f9 la qualit\u00e9 et la v\u00e9rifiabilit\u00e9 des contenus sont critiques, MediaGen place l’auditabilit\u00e9 au c\u0153ur de sa d\u00e9marche.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Les technologies de Kairntech sont int\u00e9gr\u00e9es \u00e0 chaque \u00e9tape du projet pour comparer et \u00e9valuer les solutions, et garantir la qualit\u00e9 finale des outils produits.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <span class=\"project-badge\">France 2030<\/span>\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/04\/Logotype-cmjn-blanc-1.png\" alt=\"MediaGen\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 03<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Sant\u00e9 mentale<\/span>\n <span class=\"ptag\">IA clinique & NLP<\/span>\n <\/div>\n <h3>Projet MindSpeak<\/h3>\n <p>Les interventions num\u00e9riques en sant\u00e9 mentale (DMHI) repr\u00e9sentent une r\u00e9ponse prometteuse \u00e0 la demande croissante de traitements accessibles pour la d\u00e9pression et les troubles anxieux. La plateforme DMHI de NiceDay a \u00e9t\u00e9 valid\u00e9e acad\u00e9miquement comme un outil efficace dans ce contexte.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>La plateforme sera enrichie par Kairntech gr\u00e2ce \u00e0 l’int\u00e9gration de technologies d’IA et de NLP de pointe, ajoutant de nouvelles capacit\u00e9s linguistiques pour am\u00e9liorer la productivit\u00e9 et l’efficacit\u00e9 th\u00e9rapeutique.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/mind-speak.png\" alt=\"MindSpeak\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 04<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddea\ud83c\uddfa Fonds europ\u00e9en de la d\u00e9fense<\/span>\n <span class=\"ptag\">D\u00e9fense<\/span>\n <span class=\"ptag\">Technologies du langage humain<\/span>\n <\/div>\n <h3>Projet Nemo<\/h3>\n <p>Le Fonds europ\u00e9en de la d\u00e9fense soutient la transformation num\u00e9rique de la d\u00e9fense via des strat\u00e9gies qui acc\u00e9l\u00e8rent l’innovation. Le projet NEMO rel\u00e8ve ce d\u00e9fi en livrant un d\u00e9monstrateur HLT (Human Language Technology) performant pour les \u00c9tats membres, con\u00e7u pour un d\u00e9ploiement rapide et une adaptation intuitive par les utilisateurs.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Kairntech est responsable de la R&D du module d\u00e9di\u00e9 \u00e0 l’extraction d’information, \u00e0 la classification supervis\u00e9e et non supervis\u00e9e, \u00e0 la d\u00e9tection d’\u00e9v\u00e9nements, au r\u00e9sum\u00e9 automatique et, enfin, aux syst\u00e8mes de questions-r\u00e9ponses.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/nemo-2.png\" alt=\"Nemo Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row white-frame\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 05<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Sant\u00e9 & Neurosciences<\/span>\n <span class=\"ptag\">Graphe de connaissances<\/span>\n <\/div>\n <h3>Projet Commute<\/h3>\n <p>Le projet COMMUTE explore les m\u00e9canismes communs entre la COVID-19 et les maladies neurod\u00e9g\u00e9n\u00e9ratives telles qu’Alzheimer et Parkinson. Analyser les effets de la COVID-19 sur le syst\u00e8me nerveux ouvre de nouvelles pistes pour comprendre les processus sous-jacents et identifier des cibles th\u00e9rapeutiques.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Kairntech fournit des approches fond\u00e9es sur l’IA pour l’analyse \u00ab text2graph \u00bb de la litt\u00e9rature scientifique, cr\u00e9ant automatiquement des graphes de connaissances \u00e0 partir de donn\u00e9es issues de publications scientifiques.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/logo-commute.jpg\" alt=\"Commute Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 06<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Apprentissage actif<\/span>\n <span class=\"ptag\">Annotation active<\/span>\n <span class=\"ptag\">Annotation collaborative<\/span>\n <span class=\"ptag\">Langues peu dot\u00e9es<\/span>\n <\/div>\n <h3>Projet Vital<\/h3>\n <p>Le projet VITAL explore des approches innovantes pour produire des donn\u00e9es annot\u00e9es en trouvant le meilleur \u00e9quilibre entre qualit\u00e9, co\u00fbt et temps de d\u00e9veloppement. Il se concentre sur l’apprentissage actif \u2014 guider dynamiquement l’annotation en fonction de la difficult\u00e9 du mod\u00e8le \u2014 sur des t\u00e2ches NLP standard et dans des langues peu dot\u00e9es (ourdou, farsi).<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Ces capacit\u00e9s sont ensuite impl\u00e9ment\u00e9es sous forme de prototypes sur la plateforme Kairntech \u00e0 des fins d’\u00e9valuation. Ce projet est le fruit d’un partenariat entre le laboratoire ERTIM (INALCO) et Kairntech.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/03\/projet-vital.png\" alt=\"Vital Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n <div class=\"section-block\" style=\"padding-top: 0;\">\n\n <div class=\"section-label\">\n <h2>Nos partenariats<\/h2>\n <div class=\"section-label-line\"><\/div>\n <\/div>\n\n \n <div class=\"partner-row\">\n <div class=\"partner-text\">\n <span class=\"project-index\">Partenariat 01<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Aide \u00e0 la d\u00e9cision<\/span>\n <span class=\"ptag\">IA augment\u00e9e<\/span>\n <\/div>\n <h3>Anticiper<\/h3>\n <p>La plateforme Anticiper est une application <strong>augment\u00e9e par l’IA<\/strong> con\u00e7ue pour aider les chefs de projet, les dirigeants et les d\u00e9cideurs \u00e0 reprendre l’initiative et \u00e0 <strong>faciliter la prise de d\u00e9cision<\/strong> dans les cas complexes ou les march\u00e9s incertains.<\/p>\n <p>Son objectif : <strong>combler l’\u00e9cart<\/strong> entre la complexit\u00e9 du r\u00e9el et les capacit\u00e9s d’analyse actuelles, en permettant aux \u00e9quipes de collecter, structurer et qualifier les informations essentielles via une grille d’analyse collaborative.<\/p>\n <p>L’outil vise \u00e0 <strong>mesurer les risques et comparer les options<\/strong> pour transformer des informations \u00e9parses en recommandations strat\u00e9giques et plans d’action concrets.<\/p>\n <\/div>\n <div class=\"partner-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/logo-anticiper-2.png\" alt=\"Anticiper\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"partner-row reverse white-frame\">\n <div class=\"partner-text\">\n <span class=\"project-index\">Partenariat 02<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Financement public<\/span>\n <span class=\"ptag\">Innovation<\/span>\n <\/div>\n <h3>BPI France<\/h3>\n <p>Kairntech b\u00e9n\u00e9ficie du soutien financier de <strong>Bpifrance<\/strong>, la banque publique d’investissement fran\u00e7aise, dans le cadre du d\u00e9veloppement de ses projets innovants en traitement automatique du langage et en intelligence artificielle souveraine.<\/p>\n <p>Ce partenariat institutionnel t\u00e9moigne de la reconnaissance de l’excellence technologique de Kairntech et de son r\u00f4le dans l’\u00e9cosyst\u00e8me europ\u00e9en de l’IA.<\/p>\n <\/div>\n <div class=\"partner-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/bpi-logo.jpg\" alt=\"BPI France\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n <section class=\"solutions-cta\">\n <div class=\"solutions-inner\">\n <div class=\"solutions-label\">\n <h2>D\u00e9couvrez nos solutions<\/h2>\n <div class=\"solutions-label-line\"><\/div>\n <\/div>\n <div class=\"solutions-grid\">\n <div class=\"solution-card\">\n <h4>Questions-r\u00e9ponses documentaire<\/h4>\n <p>Interrogez vos documents en langage naturel et obtenez des r\u00e9ponses factuelles, sourc\u00e9es et auditables en moins de 2 secondes.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/reponse-aux-questions-sur-les-documents\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <div class=\"solution-card\">\n <h4>Chatbots RAG agentiques<\/h4>\n <p>Des agents conversationnels capables de raisonner sur vos corpus documentaires complexes, sans hallucination et en toute souverainet\u00e9.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/chatbot-rag-agentique\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <div class=\"solution-card\">\n <h4>Enrichissement s\u00e9mantique<\/h4>\n <p>Structurez et enrichissez automatiquement vos donn\u00e9es non structur\u00e9es gr\u00e2ce \u00e0 nos pipelines de classification NLP et d’extraction d’entit\u00e9s.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/enrichissement-semantique\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section class=\"testimonial-section\">\n <div class=\"testimonial-inner\">\n <div class=\"testimonial-label\">\n <h2>R\u00e9f\u00e9rences<\/h2>\n <div class=\"testimonial-label-line\"><\/div>\n <\/div>\n <div class=\"testimonial-card\">\n <blockquote>\n \u00ab Auparavant, il fallait quatre clics pour ouvrir un simple PDF. Avec Kairntech, ces m\u00eames quatre clics nous permettent d\u00e9sormais <strong>d’interroger un dossier pharmaceutique eCTD complet<\/strong>. On passe de la consultation de documents isol\u00e9s \u00e0 l’obtention imm\u00e9diate de r\u00e9ponses fiables et fond\u00e9es sur les donn\u00e9es, issues de milliers de fichiers complexes \u2014 un gain de temps consid\u00e9rable sur des t\u00e2ches critiques lors des derni\u00e8res \u00e9tapes du processus d’approbation d’un m\u00e9dicament. \u00bb\n <\/blockquote>\n <div class=\"testimonial-author\">\n <div class=\"author-avatar\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/logo-boehringer-ingelheim-2.png\" alt=\"Boehringer Ingelheim\" \/>\n <\/div>\n <div>\n <div class=\"author-name\">Dr. Michael Schorpp<\/div>\n <div class=\"author-title\">Responsable Knowledge Management et IA \u2014 Boehringer Ingelheim<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n<\/body>\n<\/html>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Kairntech \u2014 Projets & Partenariats Notre impact Projets &partenariats De la recherche acad\u00e9mique au d\u00e9ploiement industriel, Kairntech construit une IA documentaire de confiance avec les meilleurs acteurs europ\u00e9ens. Nos projets Projet 01 \ud83c\uddeb\ud83c\uddf7 Minist\u00e8re des Arm\u00e9es D\u00e9fense RAG Entity Linking Challenge EvalLLM 2026 Kairntech est mont\u00e9 sur le podium des deux challenges d’EvalLLM 2026, une […]<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"class_list":["post-19824","page","type-page","status-publish","hentry"],"yoast_head":"\n<title>D\u00e9couvrez tous nos projets et partenariats<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez les projets innovants et les partenariats strat\u00e9giques de Kairntech, \u00e9diteur de solutions d'IA sp\u00e9cialis\u00e9 dans le NLP.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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nous","author":"cnibart","date":"4 avril 2025","format":false,"excerpt":"Prenez contact avec notre \u00e9quipe Parlons de votre projet IA. D\u00e9monstration personnalis\u00e9e, questions techniques, partenariat \u2014 notre \u00e9quipe est l\u00e0 pour vous accompagner vers la bonne solution. Nous \u00e9crire Envoyez-nous un message Toutes les demandes sont trait\u00e9es par un humain, pas un bot. Vous pr\u00e9f\u00e9rez un \u00e9change direct ? R\u00e9servez\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19037,"url":"https:\/\/kairntech.com\/fr\/kairntech-consulting\/","url_meta":{"origin":19824,"position":1},"title":"Kairntech Consulting","author":"vincent.nibart","date":"1 d\u00e9cembre 2022","format":false,"excerpt":"Tarifs \u00b7 Conseil & int\u00e9gration Un accompagnement sur toute la vie de votre projet IA Du cadrage \u00e0 la mise en production, jusqu'\u00e0 l'autonomie de vos \u00e9quipes. Tarifs journaliers, ajust\u00e9s \u00e0 votre p\u00e9rim\u00e8tre et \u00e0 la complexit\u00e9 de vos cas d'usage. Avant & pendant le projet Conseil \u00c0 partir de\u2026","rel":"","context":"Dans \"Graphique de connaissances\"","block_context":{"text":"Graphique de connaissances","link":"https:\/\/kairntech.com\/fr\/blog\/tag\/graphique-de-connaissances\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22185,"url":"https:\/\/kairntech.com\/download-rag-challenge-evalllm\/","url_meta":{"origin":19824,"position":2},"title":"Landing page RAG & source attribution","author":"cnibart","date":"22 juillet 2026","format":false,"excerpt":"Download ready Thank you, your resources are waiting. See how Kairntech ranked 1st in raw performance on source attribution at the RAG challenge of EvalLLM 2026 \u2014 method, results and carbon footprint. Poster \u2014 RAG & attributionPDF \u00b7 Kairntech \u00d7 EvalLLM 2026 Download Detailed article \u2014 RAG ChallengePDF \u00b7 full\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22209,"url":"https:\/\/kairntech.com\/download-resources-challenge-entity-linking\/","url_meta":{"origin":19824,"position":3},"title":"Landing page Entity linking","author":"cnibart","date":"24 juillet 2026","format":false,"excerpt":"Download ready Thank you, your resources are waiting. See how Kairntech ranked 1st in raw performance at the Entity Linking challenge of EvalLLM 2026 (linking F1 89.98%) \u2014 method, results and carbon footprint. Poster \u2014 Entity LinkingPDF \u00b7 Kairntech \u00d7 EvalLLM 2026 Download Detailed article \u2014 Entity Linking ChallengePDF \u00b7\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":10921,"url":"https:\/\/kairntech.com\/software-pricing\/","url_meta":{"origin":19824,"position":4},"title":"Kairntech software","author":"vincent.nibart","date":"26 mars 2024","format":false,"excerpt":"Kairntech Software \u00b7 Pricing From first experiment to enterprise-wide deployment Experiment, customize, industrialize and maintain trustworthy GenAI language assistants with Kairntech Software. SANDBOX STARTER Test and experiment Test the Kairntech platform on your data, train AI models, build prototypes and experiment with AI agents and workflows. Yearly subscription 1.5K \u20ac\/\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19044,"url":"https:\/\/kairntech.com\/fr\/tarifs-kairntech\/","url_meta":{"origin":19824,"position":5},"title":"Tarifs Kairntech","author":"vincent.nibart","date":"26 mars 2024","format":false,"excerpt":"Kairntech Software \u00b7 Tarifs De l'exp\u00e9rimentation au d\u00e9ploiement \u00e0 grande \u00e9chelle Exp\u00e9rimentez, personnalisez, industrialisez et maintenez des assistants linguistiques GenAI fiables. EXP\u00c9RIMENTATION D\u00c9MARRAGE Testez et exp\u00e9rimentez Testez la plateforme Kairntech sur vos donn\u00e9es, entra\u00eenez des mod\u00e8les IA, cr\u00e9ez des prototypes et exp\u00e9rimentez avec des agents et workflows IA. 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\n\n\n\n \n \n Kairntech \u2014 Projets & Partenariats<\/title>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Manrope:wght@300;400;500;600;700;800;900&display=swap\" rel=\"stylesheet\" \/>\n <style>\n\n *, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }\n\n :root {\n --bg: #000000;\n --card: #071A1C;\n --pink: #FF01A7;\n --teal: #7BADB1;\n --muted: #527579;\n --white: #ffffff;\n --border: rgba(123, 173, 177, 0.15);\n --border-p: rgba(255, 1, 167, 0.2);\n --font: 'Manrope', sans-serif;\n }\n\n html { scroll-behavior: smooth; background: #000; }\n body {\n font-family: var(--font);\n color: var(--white);\n background: var(--bg);\n -webkit-font-smoothing: antialiased;\n }\n\n \/* \u2500\u2500 HERO \u2500\u2500 *\/\n .hero {\n position: relative;\n text-align: center;\n padding: 150px 24px 90px;\n overflow: hidden;\n }\n .hero::before {\n content: '';\n position: absolute;\n top: -80px; left: 50%;\n transform: translateX(-50%);\n width: 800px; height: 500px;\n background: radial-gradient(ellipse 65% 55% at 50% 10%, rgba(255,1,167,0.13) 0%, transparent 70%);\n pointer-events: none;\n }\n .hero-inner {\n position: relative; z-index: 1;\n max-width: 820px; margin: 0 auto;\n }\n .hero-tag {\n display: inline-flex; align-items: center; gap: 8px;\n border: 0.5px solid var(--teal); border-radius: 100px;\n padding: 6px 18px; font-size: 0.75rem; font-weight: 700;\n letter-spacing: 0.1em; text-transform: uppercase;\n color: var(--teal); background: rgba(123,173,177,0.06);\n margin-bottom: 36px;\n }\n .hero h1 {\n font-size: 3.8rem; font-weight: 800;\n line-height: 1.15; letter-spacing: -0.03em;\n color: var(--white); margin-bottom: 24px;\n }\n .hero h1 em { font-style: normal; color: var(--pink); }\n .hero p {\n font-size: 1.15rem; line-height: 1.65;\n color: var(--teal); max-width: 650px; margin: 0 auto;\n }\n\n \/* \u2500\u2500 SECTION WRAPPER \u2500\u2500 *\/\n .section-block {\n max-width: 1160px;\n margin: 0 auto;\n padding: 100px 24px;\n }\n\n \/* \u2500\u2500 SECTION LABEL \u2500\u2500 *\/\n .section-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 80px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .section-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--pink);\n }\n .section-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, var(--border-p), transparent);\n }\n\n \/* \u2500\u2500 PROJECT ROW \u2500\u2500 *\/\n .project-row {\n display: grid;\n grid-template-columns: 1fr 1fr;\n gap: 80px;\n align-items: center;\n padding: 64px 0;\n border-bottom: 1px solid var(--border);\n position: relative;\n }\n .project-row:last-child { border-bottom: none; }\n\n .project-row.reverse .project-visual { order: -1; }\n\n .project-index {\n font-size: 0.7rem; font-weight: 800;\n letter-spacing: 0.18em; text-transform: uppercase;\n color: var(--muted); margin-bottom: 16px; display: block;\n }\n\n .project-text h3 {\n font-size: 2rem; font-weight: 800;\n letter-spacing: -0.02em; line-height: 1.2;\n color: var(--white); margin-bottom: 18px;\n }\n\n .project-text p {\n font-size: 0.97rem; line-height: 1.7;\n color: rgba(255,255,255,0.55); margin-bottom: 20px;\n }\n\n .project-role {\n display: flex; gap: 12px; align-items: flex-start;\n background: rgba(7,26,28,0.5);\n border: 1px solid var(--border);\n border-left: 2px solid var(--pink);\n border-radius: 12px;\n padding: 16px 20px;\n margin-top: 24px;\n }\n .project-role-label {\n font-size: 0.72rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.1em;\n color: var(--pink); white-space: nowrap; padding-top: 2px;\n }\n .project-role p {\n font-size: 0.9rem; line-height: 1.6;\n color: rgba(255,255,255,0.7); margin: 0;\n }\n\n .project-tags {\n display: flex; flex-wrap: wrap; gap: 8px; margin-bottom: 20px;\n }\n .ptag {\n font-size: 0.72rem; font-weight: 700;\n letter-spacing: 0.06em; text-transform: uppercase;\n color: var(--teal);\n background: rgba(123,173,177,0.07);\n border: 1px solid rgba(123,173,177,0.15);\n padding: 4px 12px; border-radius: 6px;\n }\n\n .project-visual {\n position: relative;\n padding-top: 16px;\n }\n\n .project-img-frame {\n position: relative;\n border-radius: 24px;\n overflow: hidden;\n background: var(--card);\n border: 1px solid var(--border);\n aspect-ratio: 4\/3;\n display: flex; align-items: center; justify-content: center;\n transition: border-color 0.4s ease, box-shadow 0.4s ease;\n }\n\n .project-row:hover .project-img-frame,\n .partner-row:hover .project-img-frame {\n border-color: rgba(255,1,167,0.35);\n box-shadow: 0 0 50px rgba(255,1,167,0.1);\n }\n\n .project-img-frame img {\n width: 80%; height: 80%;\n object-fit: contain;\n position: relative; z-index: 1;\n transition: transform 0.4s cubic-bezier(0.16,1,0.3,1);\n border-radius: 40px;\n }\n\n .project-row:hover .project-img-frame img,\n .partner-row:hover .project-img-frame img {\n transform: scale(1.04);\n }\n\n .project-img-frame::after {\n content: '';\n position: absolute;\n width: 55%; height: 55%;\n background: radial-gradient(circle, rgba(255,1,167,0.07) 0%, transparent 70%);\n border-radius: 50%;\n pointer-events: none;\n }\n\n \/* \u2500\u2500 EvalLLM card only : white frame + raised badge \u2500\u2500 *\/\n .project-row.evalllm .project-img-frame {\n background: #ffffff;\n }\n .project-row.evalllm .project-badge {\n top: -24px;\n }\n\/* \u2500\u2500 Cadres \u00e0 fond blanc (r\u00e9utilisable) \u2500\u2500 *\/\n .white-frame .project-img-frame {\n background: #ffffff;\n }\n .project-badge {\n position: absolute;\n top: -14px; right: 20px;\n background: var(--pink);\n color: #fff;\n font-size: 0.68rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.1em;\n padding: 5px 14px; border-radius: 100px;\n box-shadow: 0 4px 20px rgba(255,1,167,0.4);\n }\n\n \/* \u2500\u2500 PARTNERSHIPS \u2500\u2500 *\/\n .partner-row {\n display: grid;\n grid-template-columns: 1fr 1fr;\n gap: 80px;\n align-items: center;\n padding: 64px 0;\n border-bottom: 1px solid var(--border);\n }\n .partner-row:last-child { border-bottom: none; }\n .partner-row.reverse .partner-visual { order: -1; }\n\n .partner-text h3 {\n font-size: 2rem; font-weight: 800;\n letter-spacing: -0.02em; line-height: 1.2;\n color: var(--white); margin-bottom: 18px;\n }\n .partner-text p {\n font-size: 0.97rem; line-height: 1.7;\n color: rgba(255,255,255,0.55); margin-bottom: 16px;\n }\n .partner-text p:last-child { margin-bottom: 0; }\n .partner-text strong { color: var(--white); font-weight: 700; }\n\n .partner-visual .project-img-frame {\n aspect-ratio: 4\/3;\n }\n\n \/* \u2500\u2500 SOLUTIONS CTA \u2500\u2500 *\/\n .solutions-cta {\n padding: 0 24px 120px;\n }\n .solutions-inner {\n max-width: 1160px; margin: 0 auto;\n }\n .solutions-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 56px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .solutions-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--teal);\n }\n .solutions-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, rgba(123,173,177,0.25), transparent);\n }\n .solutions-grid {\n display: grid;\n grid-template-columns: repeat(3, 1fr);\n gap: 20px;\n }\n .solution-card {\n background: var(--card);\n border: 1px solid var(--border);\n border-radius: 20px;\n padding: 36px 32px;\n transition: transform 0.35s cubic-bezier(0.16,1,0.3,1),\n border-color 0.35s ease,\n box-shadow 0.35s ease;\n cursor: pointer;\n }\n .solution-card:hover {\n transform: translateY(-4px);\n border-color: rgba(255,1,167,0.35);\n box-shadow: 0 20px 40px rgba(0,0,0,0.4), 0 0 20px rgba(255,1,167,0.08);\n }\n .solution-card h4 {\n font-size: 1.25rem; font-weight: 800;\n letter-spacing: -0.01em; color: var(--pink);\n margin-bottom: 12px; line-height: 1.25;\n }\n .solution-card p {\n font-size: 0.88rem; line-height: 1.6;\n color: rgba(255,255,255,0.5);\n }\n .solution-arrow {\n display: inline-flex; align-items: center; gap: 8px;\n margin-top: 20px; font-size: 0.82rem; font-weight: 700;\n color: var(--teal); text-decoration: none;\n transition: color 0.25s, gap 0.25s;\n }\n .solution-card:hover .solution-arrow { color: var(--pink); gap: 12px; }\n\n \/* \u2500\u2500 TESTIMONIAL \u2500\u2500 *\/\n .testimonial-section {\n padding: 0 24px 140px;\n }\n .testimonial-inner {\n max-width: 1160px; margin: 0 auto;\n }\n .testimonial-label {\n display: flex; align-items: center; gap: 20px;\n margin-bottom: 56px;\n padding-bottom: 28px;\n border-bottom: 1px solid var(--border);\n }\n .testimonial-label h2 {\n font-size: 1.1rem; font-weight: 800;\n text-transform: uppercase; letter-spacing: 0.12em;\n color: var(--teal);\n }\n .testimonial-label-line {\n flex: 1; height: 1px;\n background: linear-gradient(to right, rgba(123,173,177,0.25), transparent);\n }\n .testimonial-card {\n background: linear-gradient(135deg, #040d0e 0%, var(--card) 100%);\n border: 1px solid rgba(123,173,177,0.2);\n border-left: 2px solid var(--pink);\n border-radius: 24px;\n padding: 56px 60px;\n position: relative;\n overflow: hidden;\n }\n .testimonial-card::before {\n content: '\\201C';\n position: absolute; top: 20px; left: 40px;\n font-size: 8rem; line-height: 1; font-weight: 900;\n color: var(--pink); opacity: 0.07;\n font-family: Georgia, serif;\n }\n .testimonial-card blockquote {\n font-size: 1.2rem; font-weight: 500;\n line-height: 1.75; color: rgba(255,255,255,0.8);\n max-width: 820px; margin-bottom: 40px;\n position: relative; z-index: 1;\n }\n .testimonial-card blockquote strong { color: var(--white); font-weight: 700; }\n .testimonial-author {\n display: flex; align-items: center; gap: 20px;\n position: relative; z-index: 1;\n }\n .author-avatar {\n width: 150px; height: 150px; border-radius: 50%;\n background: #00000;\n border: 2px solid rgba(123,173,177,0.25);\n display: flex; align-items: center; justify-content: center;\n overflow: hidden; flex-shrink: 0;\n }\n .author-avatar img { width: 100%; height: 100%; object-fit: contain; padding: 10px; }\n .author-name { font-size: 1.4rem; font-weight: 700; color: var(--white); }\n .author-title { font-size: 1.1rem; color: var(--muted); margin-top: 2px; }\n\n \/* \u2500\u2500 RESPONSIVE \u2500\u2500 *\/\n @media (max-width: 900px) {\n .hero h1 { font-size: 2.6rem; }\n .project-row, .partner-row {\n grid-template-columns: 1fr;\n gap: 40px;\n }\n .project-row.reverse .project-visual,\n .partner-row.reverse .partner-visual { order: 0; }\n .solutions-grid { grid-template-columns: 1fr; }\n .testimonial-card { padding: 40px 32px; }\n }\n\n <\/style>\n<\/head>\n<body>\n\n \n <section class=\"hero\">\n <div class=\"hero-inner\">\n <div class=\"hero-tag\">Notre impact<\/div>\n <h1>Projets &<br><em>partenariats<\/em><\/h1>\n <p>De la recherche acad\u00e9mique au d\u00e9ploiement industriel, Kairntech construit une IA documentaire de confiance avec les meilleurs acteurs europ\u00e9ens.<\/p>\n <\/div>\n <\/section>\n\n \n <div class=\"section-block\">\n\n <div class=\"section-label\">\n <h2>Nos projets<\/h2>\n <div class=\"section-label-line\"><\/div>\n <\/div>\n\n \n <div class=\"project-row evalllm\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 01<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddeb\ud83c\uddf7 Minist\u00e8re des Arm\u00e9es<\/span>\n <span class=\"ptag\">D\u00e9fense<\/span>\n <span class=\"ptag\">RAG<\/span>\n <span class=\"ptag\">Entity Linking<\/span>\n <\/div>\n <h3>Challenge EvalLLM 2026<\/h3>\n <p>Kairntech est mont\u00e9 sur le podium des deux challenges d’EvalLLM 2026, une comp\u00e9tition d’IA ind\u00e9pendante organis\u00e9e par l’AMIAD \u2014 l’agence d\u00e9di\u00e9e \u00e0 l’IA du minist\u00e8re des Arm\u00e9es. Son objectif : comparer, de mani\u00e8re totalement neutre, les meilleures technologies d’IA sur deux comp\u00e9tences que nos clients utilisent au quotidien \u2014 le RAG (Retrieval-Augmented Generation) sur des documents du domaine de la d\u00e9fense, et l’Entity Linking sur des bulletins de veille sanitaire.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Nos r\u00e9sultats<\/span>\n <p>Kairntech se classe 1er en performance brute \u00e0 la fois sur l’attribution des sources en RAG (sur 20 syst\u00e8mes) et sur l’Entity Linking (sur 7 \u00e9quipes). Apr\u00e8s application des crit\u00e8res de frugalit\u00e9 du concours (technologies open-source, empreinte CO\u2082, ressources de calcul), Kairntech termine 2e en recherche & g\u00e9n\u00e9ration RAG, et 3e \u00e0 la fois sur l’attribution des sources en RAG et sur l’Entity Linking.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <span class=\"project-badge\">\ud83c\udfc6 Podium<\/span>\n <div class=\"project-img-frame\">\n \n <img decoding=\"async\" src=\"data:image\/svg+xml;base64,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\" alt=\"EvalLLM 2026 \u2014 Ministry of the Armed Forces\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 02<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddea\ud83c\uddfa France 2030<\/span>\n <span class=\"ptag\">Journalisme & IA<\/span>\n <\/div>\n <h3>MediaGen<\/h3>\n <p>Le projet MediaGen vise \u00e0 concevoir, d\u00e9velopper, \u00e9valuer et diffuser un ensemble de solutions d’IA g\u00e9n\u00e9rative multimodale fiables pour le journalisme et l’information. Dans un secteur o\u00f9 la qualit\u00e9 et la v\u00e9rifiabilit\u00e9 des contenus sont critiques, MediaGen place l’auditabilit\u00e9 au c\u0153ur de sa d\u00e9marche.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Les technologies de Kairntech sont int\u00e9gr\u00e9es \u00e0 chaque \u00e9tape du projet pour comparer et \u00e9valuer les solutions, et garantir la qualit\u00e9 finale des outils produits.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <span class=\"project-badge\">France 2030<\/span>\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/04\/Logotype-cmjn-blanc-1.png\" alt=\"MediaGen\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 03<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Sant\u00e9 mentale<\/span>\n <span class=\"ptag\">IA clinique & NLP<\/span>\n <\/div>\n <h3>Projet MindSpeak<\/h3>\n <p>Les interventions num\u00e9riques en sant\u00e9 mentale (DMHI) repr\u00e9sentent une r\u00e9ponse prometteuse \u00e0 la demande croissante de traitements accessibles pour la d\u00e9pression et les troubles anxieux. La plateforme DMHI de NiceDay a \u00e9t\u00e9 valid\u00e9e acad\u00e9miquement comme un outil efficace dans ce contexte.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>La plateforme sera enrichie par Kairntech gr\u00e2ce \u00e0 l’int\u00e9gration de technologies d’IA et de NLP de pointe, ajoutant de nouvelles capacit\u00e9s linguistiques pour am\u00e9liorer la productivit\u00e9 et l’efficacit\u00e9 th\u00e9rapeutique.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/mind-speak.png\" alt=\"MindSpeak\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 04<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">\ud83c\uddea\ud83c\uddfa Fonds europ\u00e9en de la d\u00e9fense<\/span>\n <span class=\"ptag\">D\u00e9fense<\/span>\n <span class=\"ptag\">Technologies du langage humain<\/span>\n <\/div>\n <h3>Projet Nemo<\/h3>\n <p>Le Fonds europ\u00e9en de la d\u00e9fense soutient la transformation num\u00e9rique de la d\u00e9fense via des strat\u00e9gies qui acc\u00e9l\u00e8rent l’innovation. Le projet NEMO rel\u00e8ve ce d\u00e9fi en livrant un d\u00e9monstrateur HLT (Human Language Technology) performant pour les \u00c9tats membres, con\u00e7u pour un d\u00e9ploiement rapide et une adaptation intuitive par les utilisateurs.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Kairntech est responsable de la R&D du module d\u00e9di\u00e9 \u00e0 l’extraction d’information, \u00e0 la classification supervis\u00e9e et non supervis\u00e9e, \u00e0 la d\u00e9tection d’\u00e9v\u00e9nements, au r\u00e9sum\u00e9 automatique et, enfin, aux syst\u00e8mes de questions-r\u00e9ponses.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/nemo-2.png\" alt=\"Nemo Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row white-frame\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 05<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Sant\u00e9 & Neurosciences<\/span>\n <span class=\"ptag\">Graphe de connaissances<\/span>\n <\/div>\n <h3>Projet Commute<\/h3>\n <p>Le projet COMMUTE explore les m\u00e9canismes communs entre la COVID-19 et les maladies neurod\u00e9g\u00e9n\u00e9ratives telles qu’Alzheimer et Parkinson. Analyser les effets de la COVID-19 sur le syst\u00e8me nerveux ouvre de nouvelles pistes pour comprendre les processus sous-jacents et identifier des cibles th\u00e9rapeutiques.<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Kairntech fournit des approches fond\u00e9es sur l’IA pour l’analyse \u00ab text2graph \u00bb de la litt\u00e9rature scientifique, cr\u00e9ant automatiquement des graphes de connaissances \u00e0 partir de donn\u00e9es issues de publications scientifiques.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/logo-commute.jpg\" alt=\"Commute Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"project-row reverse\">\n <div class=\"project-text\">\n <span class=\"project-index\">Projet 06<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Apprentissage actif<\/span>\n <span class=\"ptag\">Annotation active<\/span>\n <span class=\"ptag\">Annotation collaborative<\/span>\n <span class=\"ptag\">Langues peu dot\u00e9es<\/span>\n <\/div>\n <h3>Projet Vital<\/h3>\n <p>Le projet VITAL explore des approches innovantes pour produire des donn\u00e9es annot\u00e9es en trouvant le meilleur \u00e9quilibre entre qualit\u00e9, co\u00fbt et temps de d\u00e9veloppement. Il se concentre sur l’apprentissage actif \u2014 guider dynamiquement l’annotation en fonction de la difficult\u00e9 du mod\u00e8le \u2014 sur des t\u00e2ches NLP standard et dans des langues peu dot\u00e9es (ourdou, farsi).<\/p>\n <div class=\"project-role\">\n <span class=\"project-role-label\">Notre r\u00f4le<\/span>\n <p>Ces capacit\u00e9s sont ensuite impl\u00e9ment\u00e9es sous forme de prototypes sur la plateforme Kairntech \u00e0 des fins d’\u00e9valuation. Ce projet est le fruit d’un partenariat entre le laboratoire ERTIM (INALCO) et Kairntech.<\/p>\n <\/div>\n <\/div>\n <div class=\"project-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/03\/projet-vital.png\" alt=\"Vital Project\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n <div class=\"section-block\" style=\"padding-top: 0;\">\n\n <div class=\"section-label\">\n <h2>Nos partenariats<\/h2>\n <div class=\"section-label-line\"><\/div>\n <\/div>\n\n \n <div class=\"partner-row\">\n <div class=\"partner-text\">\n <span class=\"project-index\">Partenariat 01<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Aide \u00e0 la d\u00e9cision<\/span>\n <span class=\"ptag\">IA augment\u00e9e<\/span>\n <\/div>\n <h3>Anticiper<\/h3>\n <p>La plateforme Anticiper est une application <strong>augment\u00e9e par l’IA<\/strong> con\u00e7ue pour aider les chefs de projet, les dirigeants et les d\u00e9cideurs \u00e0 reprendre l’initiative et \u00e0 <strong>faciliter la prise de d\u00e9cision<\/strong> dans les cas complexes ou les march\u00e9s incertains.<\/p>\n <p>Son objectif : <strong>combler l’\u00e9cart<\/strong> entre la complexit\u00e9 du r\u00e9el et les capacit\u00e9s d’analyse actuelles, en permettant aux \u00e9quipes de collecter, structurer et qualifier les informations essentielles via une grille d’analyse collaborative.<\/p>\n <p>L’outil vise \u00e0 <strong>mesurer les risques et comparer les options<\/strong> pour transformer des informations \u00e9parses en recommandations strat\u00e9giques et plans d’action concrets.<\/p>\n <\/div>\n <div class=\"partner-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/logo-anticiper-2.png\" alt=\"Anticiper\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div class=\"partner-row reverse white-frame\">\n <div class=\"partner-text\">\n <span class=\"project-index\">Partenariat 02<\/span>\n <div class=\"project-tags\">\n <span class=\"ptag\">Financement public<\/span>\n <span class=\"ptag\">Innovation<\/span>\n <\/div>\n <h3>BPI France<\/h3>\n <p>Kairntech b\u00e9n\u00e9ficie du soutien financier de <strong>Bpifrance<\/strong>, la banque publique d’investissement fran\u00e7aise, dans le cadre du d\u00e9veloppement de ses projets innovants en traitement automatique du langage et en intelligence artificielle souveraine.<\/p>\n <p>Ce partenariat institutionnel t\u00e9moigne de la reconnaissance de l’excellence technologique de Kairntech et de son r\u00f4le dans l’\u00e9cosyst\u00e8me europ\u00e9en de l’IA.<\/p>\n <\/div>\n <div class=\"partner-visual\">\n <div class=\"project-img-frame\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2026\/01\/bpi-logo.jpg\" alt=\"BPI France\" \/>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n <section class=\"solutions-cta\">\n <div class=\"solutions-inner\">\n <div class=\"solutions-label\">\n <h2>D\u00e9couvrez nos solutions<\/h2>\n <div class=\"solutions-label-line\"><\/div>\n <\/div>\n <div class=\"solutions-grid\">\n <div class=\"solution-card\">\n <h4>Questions-r\u00e9ponses documentaire<\/h4>\n <p>Interrogez vos documents en langage naturel et obtenez des r\u00e9ponses factuelles, sourc\u00e9es et auditables en moins de 2 secondes.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/reponse-aux-questions-sur-les-documents\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <div class=\"solution-card\">\n <h4>Chatbots RAG agentiques<\/h4>\n <p>Des agents conversationnels capables de raisonner sur vos corpus documentaires complexes, sans hallucination et en toute souverainet\u00e9.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/chatbot-rag-agentique\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <div class=\"solution-card\">\n <h4>Enrichissement s\u00e9mantique<\/h4>\n <p>Structurez et enrichissez automatiquement vos donn\u00e9es non structur\u00e9es gr\u00e2ce \u00e0 nos pipelines de classification NLP et d’extraction d’entit\u00e9s.<\/p>\n <a href=\"https:\/\/kairntech.com\/fr\/enrichissement-semantique\/\" class=\"solution-arrow\">En savoir plus <svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M5 12H19M19 12L12 5M19 12L12 19\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n \n <section class=\"testimonial-section\">\n <div class=\"testimonial-inner\">\n <div class=\"testimonial-label\">\n <h2>R\u00e9f\u00e9rences<\/h2>\n <div class=\"testimonial-label-line\"><\/div>\n <\/div>\n <div class=\"testimonial-card\">\n <blockquote>\n \u00ab Auparavant, il fallait quatre clics pour ouvrir un simple PDF. Avec Kairntech, ces m\u00eames quatre clics nous permettent d\u00e9sormais <strong>d’interroger un dossier pharmaceutique eCTD complet<\/strong>. On passe de la consultation de documents isol\u00e9s \u00e0 l’obtention imm\u00e9diate de r\u00e9ponses fiables et fond\u00e9es sur les donn\u00e9es, issues de milliers de fichiers complexes \u2014 un gain de temps consid\u00e9rable sur des t\u00e2ches critiques lors des derni\u00e8res \u00e9tapes du processus d’approbation d’un m\u00e9dicament. \u00bb\n <\/blockquote>\n <div class=\"testimonial-author\">\n <div class=\"author-avatar\">\n <img decoding=\"async\" src=\"https:\/\/kairntech.com\/wp-content\/uploads\/2025\/12\/logo-boehringer-ingelheim-2.png\" alt=\"Boehringer Ingelheim\" \/>\n <\/div>\n <div>\n <div class=\"author-name\">Dr. Michael Schorpp<\/div>\n <div class=\"author-title\">Responsable Knowledge Management et IA \u2014 Boehringer Ingelheim<\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n<\/body>\n<\/html>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Kairntech \u2014 Projets & Partenariats Notre impact Projets &partenariats De la recherche acad\u00e9mique au d\u00e9ploiement industriel, Kairntech construit une IA documentaire de confiance avec les meilleurs acteurs europ\u00e9ens. Nos projets Projet 01 \ud83c\uddeb\ud83c\uddf7 Minist\u00e8re des Arm\u00e9es D\u00e9fense RAG Entity Linking Challenge EvalLLM 2026 Kairntech est mont\u00e9 sur le podium des deux challenges d’EvalLLM 2026, une […]<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"class_list":["post-19824","page","type-page","status-publish","hentry"],"yoast_head":"\n<title>D\u00e9couvrez tous nos projets et partenariats<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez les projets innovants et les partenariats strat\u00e9giques de Kairntech, \u00e9diteur de solutions d'IA sp\u00e9cialis\u00e9 dans le NLP.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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nous","author":"cnibart","date":"4 avril 2025","format":false,"excerpt":"Prenez contact avec notre \u00e9quipe Parlons de votre projet IA. D\u00e9monstration personnalis\u00e9e, questions techniques, partenariat \u2014 notre \u00e9quipe est l\u00e0 pour vous accompagner vers la bonne solution. Nous \u00e9crire Envoyez-nous un message Toutes les demandes sont trait\u00e9es par un humain, pas un bot. Vous pr\u00e9f\u00e9rez un \u00e9change direct ? R\u00e9servez\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19037,"url":"https:\/\/kairntech.com\/fr\/kairntech-consulting\/","url_meta":{"origin":19824,"position":1},"title":"Kairntech Consulting","author":"vincent.nibart","date":"1 d\u00e9cembre 2022","format":false,"excerpt":"Tarifs \u00b7 Conseil & int\u00e9gration Un accompagnement sur toute la vie de votre projet IA Du cadrage \u00e0 la mise en production, jusqu'\u00e0 l'autonomie de vos \u00e9quipes. Tarifs journaliers, ajust\u00e9s \u00e0 votre p\u00e9rim\u00e8tre et \u00e0 la complexit\u00e9 de vos cas d'usage. Avant & pendant le projet Conseil \u00c0 partir de\u2026","rel":"","context":"Dans \"Graphique de connaissances\"","block_context":{"text":"Graphique de connaissances","link":"https:\/\/kairntech.com\/fr\/blog\/tag\/graphique-de-connaissances\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22185,"url":"https:\/\/kairntech.com\/download-rag-challenge-evalllm\/","url_meta":{"origin":19824,"position":2},"title":"Landing page RAG & source attribution","author":"cnibart","date":"22 juillet 2026","format":false,"excerpt":"Download ready Thank you, your resources are waiting. See how Kairntech ranked 1st in raw performance on source attribution at the RAG challenge of EvalLLM 2026 \u2014 method, results and carbon footprint. Poster \u2014 RAG & attributionPDF \u00b7 Kairntech \u00d7 EvalLLM 2026 Download Detailed article \u2014 RAG ChallengePDF \u00b7 full\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22209,"url":"https:\/\/kairntech.com\/download-resources-challenge-entity-linking\/","url_meta":{"origin":19824,"position":3},"title":"Landing page Entity linking","author":"cnibart","date":"24 juillet 2026","format":false,"excerpt":"Download ready Thank you, your resources are waiting. See how Kairntech ranked 1st in raw performance at the Entity Linking challenge of EvalLLM 2026 (linking F1 89.98%) \u2014 method, results and carbon footprint. Poster \u2014 Entity LinkingPDF \u00b7 Kairntech \u00d7 EvalLLM 2026 Download Detailed article \u2014 Entity Linking ChallengePDF \u00b7\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":10921,"url":"https:\/\/kairntech.com\/software-pricing\/","url_meta":{"origin":19824,"position":4},"title":"Kairntech software","author":"vincent.nibart","date":"26 mars 2024","format":false,"excerpt":"Kairntech Software \u00b7 Pricing From first experiment to enterprise-wide deployment Experiment, customize, industrialize and maintain trustworthy GenAI language assistants with Kairntech Software. SANDBOX STARTER Test and experiment Test the Kairntech platform on your data, train AI models, build prototypes and experiment with AI agents and workflows. Yearly subscription 1.5K \u20ac\/\u2026","rel":"","context":"Article similaire","block_context":{"text":"Article similaire","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":19044,"url":"https:\/\/kairntech.com\/fr\/tarifs-kairntech\/","url_meta":{"origin":19824,"position":5},"title":"Tarifs Kairntech","author":"vincent.nibart","date":"26 mars 2024","format":false,"excerpt":"Kairntech Software \u00b7 Tarifs De l'exp\u00e9rimentation au d\u00e9ploiement \u00e0 grande \u00e9chelle Exp\u00e9rimentez, personnalisez, industrialisez et maintenez des assistants linguistiques GenAI fiables. EXP\u00c9RIMENTATION D\u00c9MARRAGE Testez et exp\u00e9rimentez Testez la plateforme Kairntech sur vos donn\u00e9es, entra\u00eenez des mod\u00e8les IA, cr\u00e9ez des prototypes et exp\u00e9rimentez avec des agents et workflows IA. 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