{"id":4782,"date":"2026-09-16T13:25:19","date_gmt":"2026-09-16T11:25:19","guid":{"rendered":"https:\/\/itsharkz.com\/?post_type=case&#038;p=4782"},"modified":"2026-09-16T15:08:51","modified_gmt":"2026-09-16T13:08:51","slug":"swizy","status":"publish","type":"case","link":"https:\/\/itsharkz.com\/fr\/cases\/swizy\/","title":{"rendered":"Swizy"},"content":{"rendered":"\n<section class=\"hero-case\">\n\t<div class=\"container\">\n\t\t<div class=\"grid\">\n\n\t\t\t<div class=\"hero-case__info\">\n\t\t\t\t<div class=\"hero-case__caption\">Septembre 2025<\/div>\n\t\t\t\t<h1>Swizy &#8211; RAG AI<\/h1>\n\t\t\t\t<h3 class=\"h3\">Du chaos des PDF \u00e0 un assistant IA instantan\u00e9 : Gestion automatis\u00e9e des avantages salari\u00e9s.<\/h3>\n\t\t\t\t<a href=\"#intro\" class=\"button button--solid\" >En savoir plus<\/a>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"hero-case__images\">\n\t\t\t\t<div class=\"hero-case__image\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/01_graphic_1_hero.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"hero-case__group\">\n\t\t\t\t\t<div class=\"hero-case__logo\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"208\" height=\"80\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/Project_Logo.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"hero-case__country\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/08\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"project-intro\" id=\"intro\">\n\t<div class=\"container\">\n\n\t\t<div class=\"grid\">\n\t\t\t<div class=\"grid__item\">\n\t\t\t\t<h2 class=\"h1\">Introduction au projet<\/h2>\n\t\t\t\t<div class=\"project-intro__subtitle\"><strong><a href=\"https:\/\/www.swizy.fr\/\" target=\"_blank\" rel=\"noopener\">Swizy<\/a><\/strong> est une entreprise fran\u00e7aise sp\u00e9cialis\u00e9e dans la gestion des avantages salari\u00e9s (perks) pour les entreprises. Offrir un catalogue d&rsquo;avantages riche et vari\u00e9 pr\u00e9sentait un d\u00e9fi op\u00e9rationnel de taille. <br \/>\r\n<br \/>\r\nChaque partenaire fournissait ses propres documents PDF sous des formats tr\u00e8s divers, contenant des r\u00e8gles d&rsquo;\u00e9ligibilit\u00e9 complexes (\u00e2ge, anciennet\u00e9, type de contrat, dates limites).<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"grid__item\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/08\/swizy-case-study-04-graphic-4-security-1.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t<div class=\"grid\">\n\t\t\t<div class=\"grid__item\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/05_graphic_5_ecosystem.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t<\/div>\n\t\t\t<div class=\"grid__item\">\n\t\t\t\t<div class=\"project-intro__subtitle\">Face \u00e0 ces donn\u00e9es <strong>non structur\u00e9es m\u00ealant texte, tableaux et sch\u00e9mas, les outils de recherche traditionnels s&rsquo;av\u00e9raient inefficaces<\/strong>. Obtenir une information pr\u00e9cise demandait aux collaborateurs entre plusieurs heures et plusieurs jours de recherche. <br \/>\r\n<br \/>\r\nSwizy a choisi ITSharkz pour <strong>concevoir une solution d&rsquo;intelligence artificielle innovante<\/strong>, capable de traiter ces documents complexes et d&rsquo;offrir une interface utilisateur fluide et intuitive.<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"tech-stack\">\n\t<div class=\"container\">\n\n\t\t<div class=\"tech-stack__header\">\n\t\t\t<h2 class=\"h1\">Stack Technologique<\/h2>\n\t\t\t<div class=\"h4\"> <\/div>\n\t\t<\/div>\n\n\t\t<div class=\"grid grid--4\">\n\t\t\t\t\t\t<div class=\"card-stack\">\n\t\t\t\t\t<div class=\"card-stack__logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-stack__logo\">\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"64\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/aws.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"card-stack__title\">Infrastructure cloud<\/div>\n\t\t\t\t\t<div class=\"card-stack__subtitle\">Amazon Web Services<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"card-stack\">\n\t\t\t\t\t<div class=\"card-stack__logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-stack__logo\">\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"290\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/python-logo-1.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"card-stack__title\">Langage principal<\/div>\n\t\t\t\t\t<div class=\"card-stack__subtitle\">Python<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"card-stack\">\n\t\t\t\t\t<div class=\"card-stack__logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-stack__logo\">\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"143\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/langchain.jpeg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"card-stack__title\">AI Framework<\/div>\n\t\t\t\t\t<div class=\"card-stack__subtitle\">LangChain (RAG pipeline orchestration)<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"card-stack\">\n\t\t\t\t\t<div class=\"card-stack__logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-stack__logo\">\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"138\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/12\/62cdccb0e106734e1ce200aa.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"card-stack__title\">Database<\/div>\n\t\t\t\t\t<div class=\"card-stack__subtitle\">PostgreSQL<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"team-case\">\n\t<div class=\"container\">\n\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<h2 class=\"h1\">P\u00e9rim\u00e8tre du Projet &amp; Fonctionnalit\u00e9s<\/h2>\n\t\t\t\t<div class=\"h4\">ITSharkz a con\u00e7u et livr\u00e9 une solution IA compl\u00e8te et cl\u00e9 en main :<\/div>\n\t\t\t\t<ul>\t\t\t\t\t\t<li><strong>Moteur RAG Structur\u00e9 <\/strong>: Ingestion automatique et intelligente de l&rsquo;ensemble des documents PDF des fournisseurs.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Lecture Avanc\u00e9e des Tableaux <\/strong>: Conservation de la structure des donn\u00e9es (tarifs, crit\u00e8res) pour \u00e9viter toute erreur d&rsquo;interpr\u00e9tation.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Interface Web Intuitive <\/strong>: Application frontend \u00e9l\u00e9gante d\u00e9di\u00e9e \u00e0 l&rsquo;interaction avec le chatbot IA.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Architecture \u00c9volutive <\/strong>: Conception modulaire permettant une int\u00e9gration directe sur les portails des clients de Swizy.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Isolation Multi-Tenant des Donn\u00e9es<\/strong>: Gestion s\u00e9curis\u00e9e de multiples clients B2B sur une plateforme unique en interrogeant des bases de documents strictement \u00e9tanches.<\/li>\n\t\t\t\t\t\t<\/ul>\t\t\t<\/div>\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/cd-img-1-1.svg\" class=\"team-case__image\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"challenges-solutions\">\n\t<div class=\"container\">\n\n\t\t<div class=\"grid\">\n\t\t\t<div class=\"card-list\">\n\t\t\t\t<div class=\"card-list__title\">D\u00e9fi M\u00e9tier :<\/div>\n\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Documents H\u00e9t\u00e9rog\u00e8nes et Complexes : L&rsquo;absence de format standardis\u00e9 rendait l&rsquo;extraction de donn\u00e9es tr\u00e8s difficile.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Temps de Recherche \u00c9lev\u00e9 : Les utilisateurs perdaient un temps pr\u00e9cieux \u00e0 lire de longs r\u00e8glements.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Peur des Co\u00fbts R\u00e9currents d&rsquo;API : Le client envisageait initialement d&rsquo;h\u00e9berger des mod\u00e8les IA sur ses propres serveurs.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Isolation des Donn\u00e9es B2B (Multitenancy): Les syst\u00e8mes RAG classiques s&rsquo;appuient sur une base de donn\u00e9es unique. Swizy g\u00e8re de nombreuses entreprises clientes ayant chacune des documents d&rsquo;avantages confidentiels.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t<div class=\"card-list card-list--alt\">\n\t\t\t\t<div class=\"card-list__title\">Accompagnement Strat\u00e9gique ITSharkz :<\/div>\n\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t<li>Architecture RAG et Analyse Visuelle : Nous avons d\u00e9velopp\u00e9 un pipeline RAG alimentant une base de connaissances vectorielle. En int\u00e9grant un traitement visuel des tableaux et sch\u00e9mas, nous avons garanti un taux de pr\u00e9cision sup\u00e9rieur \u00e0 95%.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Assistant IA Conversationnel : D\u00e9ploiement d&rsquo;une application web avec une interface de chat moderne. L&rsquo;assistant r\u00e9pond aux questions des utilisateurs en quelques secondes.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Conseil et Orientation Technologique : Nous avons jou\u00e9 notre r\u00f4le de partenaire conseil en d\u00e9montrant que l&rsquo;h\u00e9bergement local engendrerait des co\u00fbts d&rsquo;infrastructure tr\u00e8s \u00e9lev\u00e9s et une maintenance complexe. Nous les avons orient\u00e9s vers une architecture Cloud optimale.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Architecture RAG Multi-Tenant: Nous avons con\u00e7u un moteur RAG avec routage dynamique vers des espaces de donn\u00e9es isol\u00e9s (namespaces\/bases d\u00e9di\u00e9es) pour chaque client B2B. Un seul moteur g\u00e8re plusieurs bases en garantissant une \u00e9tanch\u00e9it\u00e9 totale des donn\u00e9es.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"case-preview\">\n\t<div class=\"container\">\n\n\t\t<div class=\"grid\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/01_graphic_1_hero.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"features-capabilities\">\n\t<div class=\"container\">\n\n\t\t<h2 class=\"h1\">P\u00e9rim\u00e8tre du Projet &amp; Fonctionnalit\u00e9s<\/h2>\n\n\t\t<div class=\"grid\">\n\t\t\t\t\t\t\t\t<div class=\"features-capabilities__item\">\n\t\t\t\t\t\t<div class=\"features-capabilities__swiper\">\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/07_graphic_7_capabilities.png\" class=\"attachment-medium_large size-medium_large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"features-capabilities__info\">\n\t\t\t\t\t\t\t<div class=\"features-capabilities__title\">Moteur RAG Contextuel<\/div>\n\t\t\t\t\t\t\t<div class=\"features-capabilities__subtitle\">Recherche en langage naturel interrogeant l&rsquo;ensemble des PDF fournisseurs sans risque d&rsquo;hallucination.<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"features-capabilities__item\">\n\t\t\t\t\t\t<div class=\"features-capabilities__swiper\">\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/05_graphic_5_ecosystem.png\" class=\"attachment-medium_large size-medium_large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"features-capabilities__info\">\n\t\t\t\t\t\t\t<div class=\"features-capabilities__title\">Analyse Visuelle des Tableaux &amp; Sch\u00e9mas<\/div>\n\t\t\t\t\t\t\t<div class=\"features-capabilities__subtitle\">Extraction haute pr\u00e9cision capable de lire les tableaux complexes, grilles tarifaires et diagrammes sans perte de structure.<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"features-capabilities__item\">\n\t\t\t\t\t\t<div class=\"features-capabilities__swiper\">\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/03_graphic_3_chat_ui.png\" class=\"attachment-medium_large size-medium_large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"features-capabilities__info\">\n\t\t\t\t\t\t\t<div class=\"features-capabilities__title\">Interface Chat Web D\u00e9di\u00e9e<\/div>\n\t\t\t\t\t\t\t<div class=\"features-capabilities__subtitle\">Application web moderne et r\u00e9active, sp\u00e9cifiquement con\u00e7ue pour une interaction fluide avec l&rsquo;assistant IA.<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"features-capabilities__item\">\n\t\t\t\t\t\t<div class=\"features-capabilities__swiper\">\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/08\/swizy-case-study-04-graphic-4-security-1.png\" class=\"attachment-medium_large size-medium_large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"features-capabilities__info\">\n\t\t\t\t\t\t\t<div class=\"features-capabilities__title\">V\u00e9rification Automatique d&#039;\u00c9ligibilit\u00e9<\/div>\n\t\t\t\t\t\t\t<div class=\"features-capabilities__subtitle\">Contr\u00f4le intelligent des conditions d&rsquo;attribution des avantages (\u00e2ge, anciennet\u00e9, type de contrat, d\u00e9lais).<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"features-capabilities__item\">\n\t\t\t\t\t\t<div class=\"features-capabilities__swiper\">\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/02_graphic_2_architecture.png\" class=\"attachment-medium_large size-medium_large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"features-capabilities__info\">\n\t\t\t\t\t\t\t<div class=\"features-capabilities__title\">Infrastructure Cloud AWS \u00c9volutive<\/div>\n\t\t\t\t\t\t\t<div class=\"features-capabilities__subtitle\">Architecture performante garantissant un temps de r\u00e9ponse de quelques secondes.<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section id=\"tsc-block_7947f0e68bcc7bb88bf6564c6929e939\" class=\"tsc-section\" aria-labelledby=\"tsc-block_7947f0e68bcc7bb88bf6564c6929e939-heading\">\n\n\t\t<div class=\"tsc-header\">\n\t\t\t\t\t<p class=\"tsc-eyebrow\">R\u00e9f\u00e9rence<\/p>\n\t\t\t\t\t\t\t<h2 id=\"tsc-block_7947f0e68bcc7bb88bf6564c6929e939-heading\" class=\"tsc-heading\">\n\t\t\t\tCe que disent <span class=\"tsc-heading-highlight\">nos partenaires<\/span>\t\t\t<\/h2>\n\t\t\t<\/div>\n\t\n\t<div class=\"tsc-wrap\">\n\t\t<div class=\"tsc-viewport\" data-tsc-viewport tabindex=\"0\" role=\"region\" aria-label=\"Opinie klient\u00f3w\" aria-live=\"polite\">\n\t\t\t<div class=\"tsc-track-mask\" data-tsc-mask>\n\t\t\t\t<div class=\"tsc-track\" data-tsc-track>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 1 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: Nicolas Baudelot\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">Avec ITSharkz, on a trouv\u00e9 un partenaire de confiance, donc on va continuer avec eux et on esp\u00e8re pour longtemps encore.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">Nicolas Baudelot<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"tsc-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/nicolas-baudelot-4304367\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Profil LinkedIn: Nicolas Baudelot\">\n\t\t\t\t\t\t\t\t\t\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z\"\/><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">CEO et Cofondateur, Medicalib<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/medicalib-2.png\" alt=\"Medicalib\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>\u00c9quipes D\u00e9di\u00e9es<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 2 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: Carole Juge-Llewellyn\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">Ils se sont vraiment investis pour comprendre ce que nous faisons, comment nous le faisons, et ont \u00e9t\u00e9 proactifs. C\u2019est quelque chose que je n\u2019ai jamais vu ailleurs.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">Carole Juge-Llewellyn<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"tsc-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/carolejuge\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Profil LinkedIn: Carole Juge-Llewellyn\">\n\t\t\t\t\t\t\t\t\t\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z\"\/><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">CEO et Fondatrice, JOONE<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/joone-logo.png\" alt=\"JOONE\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>\u00c9quipes D\u00e9di\u00e9es<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 3 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: Georges Fornay\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">C\u2019\u00e9tait le bon compromis pour moi : des personnes tr\u00e8s comp\u00e9tentes, des tarifs comp\u00e9titifs et une localisation proche.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">Georges Fornay<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"tsc-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/georges-fornay-19742b6\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Profil LinkedIn: Georges Fornay\">\n\t\t\t\t\t\t\t\t\t\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z\"\/><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">CEO, Qobuz<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/05\/qobuz_logo_og.png\" alt=\"Qobuz\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>\u00c9quipes D\u00e9di\u00e9es<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 4 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: R\u00e9mi Pr\u00e9vost\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">ITSharkz c&#039;est pas juste en position de chasseur de t\u00eate qui donne un profil et apr\u00e8s tu te d\u00e9brouilles avec. Ils sont vraiment dans un accompagnement du d\u00e9but jusqu&#039;\u00e0 la fin.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">R\u00e9mi Pr\u00e9vost<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"tsc-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/remi-prevost\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Profil LinkedIn: R\u00e9mi Pr\u00e9vost\">\n\t\t\t\t\t\t\t\t\t\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z\"\/><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">CTO, Happydemics<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/1005-happydemics.png\" alt=\"Happydemics\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>\u00c9quipes D\u00e9di\u00e9es<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 5 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: Matthieu Derancourt\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">ITSharkz nous livre un produit vraiment quasi finalis\u00e9. On ne perd pas de temps ensuite \u00e0 le r\u00e9ajuster. Ce n&#039;est pas un outil con\u00e7u par des ing\u00e9nieurs, c&#039;est l&#039;utilisateur final qui le con\u00e7oit.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">Matthieu Derancourt<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"tsc-linkedin\" href=\"https:\/\/www.linkedin.com\/in\/matthieu-derancourt-0726763b\/\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Profil LinkedIn: Matthieu Derancourt\">\n\t\t\t\t\t\t\t\t\t\t\t\t<svg viewBox=\"0 0 24 24\" fill=\"currentColor\" aria-hidden=\"true\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z\"\/><\/svg>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">Conseiller M\u00e9dical, Pauchet Sant\u00e9<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/logo-groupe-pauchet-sante-1725977119.png\" alt=\"Pauchet Sant\u00e9\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>Projet T&amp;M<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 6 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: S\u00e9bastien Richard\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">Collaborer avec l&#039;\u00e9quipe ITSharkz a vraiment \u00e9t\u00e9 un point fort de ce projet. Leur \u00e9coute, leur expertise et leur professionnalisme constant ont rendu chaque \u00e9change productif.<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">S\u00e9bastien Richard<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">Directeur G\u00e9n\u00e9ral, GastrOptim<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/12\/Frame-43.png\" alt=\"GastrOptim\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>Projet T&amp;M<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tsc-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"Slajd 7 z 7\" data-tsc-slide>\n\t\t\t\t\t\t<blockquote class=\"tsc-card\" aria-label=\"Opinia: Ahmed EL HAOUARI\">\n\n\t\t\t\t\t\t\t<div class=\"tsc-card-top\">\n\t\t\t\t\t\t\t\t<span class=\"tsc-quote-icon\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t<svg width=\"20\" height=\"16\" viewBox=\"0 0 20 16\" fill=\"none\" focusable=\"false\">\n\t\t\t\t\t\t\t\t\t\t<path d=\"M0 16V8.75C0 6.2 0.683333 4.1 2.05 2.46C3.41667 0.82 5.37333 0 7.92 0V2.84C6.58 2.84 5.5 3.27 4.68 4.13C3.86 4.99 3.45 6.1 3.45 7.46V7.88H6.56V16H0ZM12.08 16V8.75C12.08 6.2 12.7633 4.1 14.13 2.46C15.4967 0.82 17.4533 0 20 0V2.84C18.66 2.84 17.58 3.27 16.76 4.13C15.94 4.99 15.53 6.1 15.53 7.46V7.88H18.64V16H12.08Z\" fill=\"currentColor\"\/>\n\t\t\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<p class=\"tsc-quote-text\">D\u00e8s le d\u00e9but, la collaboration avec ITSharkz a pris la forme d&#039;un vrai partenariat technologique. Leur accompagnement sur l&#039;architecture Cloud a fait toute la diff\u00e9rence, et l&#039;assistant RAG AI qu&#039;ils ont d\u00e9velopp\u00e9 est vraiment solide et parfaitement int\u00e9gr\u00e9 \u00e0 notre mod\u00e8le multi-tenant<\/p>\n\n\t\t\t\t\t\t\t<div class=\"tsc-spacer\"><\/div>\n\n\t\t\t\t\t\t\t<hr class=\"tsc-divider\" \/>\n\n\t\t\t\t\t\t\t<footer class=\"tsc-attribution\">\n\t\t\t\t\t\t\t\t<div class=\"tsc-attribution-text\">\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-name-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"tsc-name\">Ahmed EL HAOUARI<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"tsc-role\">CTO, Swizy<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"tsc-logo\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/07\/Project_Logo.png\" alt=\"Swizy\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/footer>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tsc-service\"><span>Automatisation par l&#039;IA<\/span><\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<button type=\"button\" class=\"tsc-arrow tsc-prev\" data-tsc-prev aria-label=\"Poprzednia opinia\">\n\t\t\t\t<svg width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"><path d=\"M15 18l-6-6 6-6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n\t\t\t<\/button>\n\t\t\t<button type=\"button\" class=\"tsc-arrow tsc-next\" data-tsc-next aria-label=\"Nast\u0119pna opinia\">\n\t\t\t\t<svg width=\"18\" height=\"18\" viewBox=\"0 0 24 24\" fill=\"none\" aria-hidden=\"true\"><path d=\"M9 18l6-6-6-6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n\t\t\t<\/button>\n\t\t<\/div>\n\n\t\t<nav class=\"tsc-nav\" aria-label=\"Kontrolki karuzeli\">\n\t\t\t<div class=\"tsc-dots\" role=\"tablist\" aria-label=\"Slajdy\" data-tsc-dots>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot is-active\" role=\"tab\" aria-selected=\"true\" aria-label=\"Slajd 1\" data-tsc-dot=\"0\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 2\" data-tsc-dot=\"1\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 3\" data-tsc-dot=\"2\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 4\" data-tsc-dot=\"3\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 5\" data-tsc-dot=\"4\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 6\" data-tsc-dot=\"5\"><\/button>\n\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"tsc-dot\" role=\"tab\" aria-selected=\"false\" aria-label=\"Slajd 7\" data-tsc-dot=\"6\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/nav>\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"goals\">\n\t<div class=\"container\">\n\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<h2 class=\"h1\">R\u00e9sultats &amp; Valeur Ajout\u00e9e<\/h2>\n\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t<li><strong>Gain de Temps Spectaculaire <\/strong>: R\u00e9ponses fournies en quelques secondes au lieu de plusieurs heures ou jours.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Haute Pr\u00e9cision (95%+) <\/strong>: Traitement parfait des sch\u00e9mas et tableaux sans d\u00e9calage de contexte.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t<li><strong>Partenariat Strat\u00e9gique Gagnant <\/strong>: Notre accompagnement a permis \u00e0 Swizy d&rsquo;\u00e9viter une erreur d&rsquo;architecture co\u00fbteuse, en optant pour une solution Cloud performante, p\u00e9renne et facile \u00e0 maintenir.<\/li>\n\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/goals.svg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"conclusions\">\n\t<div class=\"container\">\n\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/03\/conclusions.svg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/>\t\t\t<\/div>\n\t\t\t<div class=\"col-50\">\n\t\t\t\t<h2 class=\"h1\">Conclusion<\/h2>\n\t\t\t\t<div class=\"h4\">Le projet Swizy illustre parfaitement le savoir-faire d&rsquo;ITSharkz en tant que partenaire <strong>d&rsquo;int\u00e9gration et de conseil en IA<\/strong>. Au-del\u00e0 du d\u00e9veloppement applicatif, nous avons apport\u00e9 une valeur strat\u00e9gique d\u00e9terminante en r\u00e9orientant le client vers une architecture Cloud optimale, lui \u00e9vitant ainsi la lourdeur et les co\u00fbts d&rsquo;une infrastructure locale.<br \/>\r\n<br \/>\r\nEn combinant une <strong>architecture RAG performante<\/strong> et l&rsquo;analyse visuelle de documents complexes, nous avons transform\u00e9 une base de connaissances \u00e9parpill\u00e9e en un assistant conversationnel rapide et fiable. Cette r\u00e9alisation d\u00e9montre notre capacit\u00e9 \u00e0 concevoir <strong>des solutions IA sur mesure<\/strong>, align\u00e9es sur les exigences m\u00e9tiers r\u00e9elles de nos clients.<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/section>\n\n\n\n<section class=\"reviews\">\n\t<div class=\"container\">\n\t\t<h2 class=\"h1\"><strong>D\u00e9couvrez les avis vid\u00e9o<\/strong> de nos clients<\/h2>\n\n\t\t<div class=\"swiper\">\n\t\t\t<div class=\"swiper-wrapper\">\n\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<div class=\"review\">\n\t\t\t\t\t\t\t\t<div class=\"review__preview\" data-embed=\"&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https:\/\/www.youtube.com\/embed\/2Auymix0iCc?si=UjOJfKUY3FeGNYjt&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&gt;&lt;\/iframe&gt;\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/04\/Thumbnail-Me\u0301dicalib.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"review__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"review__logo\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"178\" height=\"36\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/02\/medicalib.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"review__country\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/02\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"person-review\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"116\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/04\/Zrzut-ekranu-2025-04-14-o-14.54.25.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__title\">Nicolas Baudelot et Nicolas Massaviol \u2013 CEO et CTO de Medicalib<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__text\">\u201cAvec ITSharkz, on a trouv\u00e9 un partenaire de confiance, donc on va continuer avec eux et on esp\u00e8re pour longtemps encore.\u201d<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tasks\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">T\u00e2ches:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Int\u00e9gration avec les syst\u00e8mes gouvernementaux (PSD et ANS)<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Mise en \u0153uvre d&#039;une logique conforme \u00e0 100 r\u00e9glementations<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Cr\u00e9ation d\u2019une biblioth\u00e8que UI<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Renforcer les \u00e9quipes Backend et Frontend<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">R\u00e9sultats:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Int\u00e9gration d\u2019OpenID Connect<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>D\u00e9veloppement d\u2019un moteur de tarification<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Cr\u00e9ation d\u2019un design system<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\u00c9quipe France \/ Pologne unie<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<div class=\"review\">\n\t\t\t\t\t\t\t\t<div class=\"review__preview\" data-embed=\"&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https:\/\/www.youtube.com\/embed\/Zlu8A2WW-mE?si=7nFH5IQff14UTs7u&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&gt;&lt;\/iframe&gt;\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/05\/Thumbnail-Qobuz-1.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"review__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"review__logo\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"119\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/05\/qobuz_logo_og.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"review__country\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/02\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"person-review\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__title\">Georges Fornay et Franck V\u00e9ga \u2013 CEO et CTO chez Qobuz<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__text\">C\u2019\u00e9tait le bon compromis pour moi : des personnes tr\u00e8s comp\u00e9tentes, des tarifs comp\u00e9titifs et une localisation proche.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tasks\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">T\u00e2ches:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Backend optimis\u00e9, application desktop modernis\u00e9e, int\u00e9gration de fonctionnalit\u00e9s multiplateformes (Qobuz Connect).<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Renforcer les \u00e9quipes Backend, Frontend, QA<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">R\u00e9sultats:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Am\u00e9lioration de la compatibilit\u00e9 avec les appareils et des performances de l\u2019application, augmentation de la r\u00e9tention des utilisateurs, r\u00e9duction des co\u00fbts et p\u00e9rennisation des syst\u00e8mes.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\u00c9quipe France \/ Pologne unie<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<div class=\"review\">\n\t\t\t\t\t\t\t\t<div class=\"review__preview\" data-embed=\"&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https:\/\/www.youtube.com\/embed\/FYBHdnMBgAY?si=1ch_dgBX9p2QUCMc&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&gt;&lt;\/iframe&gt;\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/05\/Thumbnail-joone.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"review__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"review__logo\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"108\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/04\/0x0.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"review__country\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/08\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"person-review\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/04\/775CEO-et-Fondatrice-JOONE_ec9626a0-68c9-4f76-ad17-8e40a0f22e0f.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__title\">Carole Juge-Llewellyn &#8211; CEO et fondatrice de Joone<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__text\">Ils se sont vraiment investis pour comprendre ce que nous faisons, comment nous le faisons, et ont \u00e9t\u00e9 proactifs. C\u2019est quelque chose que je n\u2019ai jamais vu ailleurs.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tasks\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">T\u00e2ches:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>D\u00e9veloppement d\u2019un nouveau parcours d\u2019abonnement, mise en place d\u2019un syst\u00e8me de gestion c\u00f4t\u00e9 client, et migration de milliers d\u2019abonnements.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">R\u00e9sultats:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Lancement du checkout Newcharge, cr\u00e9ation d\u2019un tableau de bord client pour la gestion des abonnements, et migration r\u00e9ussie des abonnements.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<div class=\"review\">\n\t\t\t\t\t\t\t\t<div class=\"review__preview\" data-embed=\"&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https:\/\/www.youtube.com\/embed\/zDaqFUuqJ9c?si=nxz7YXrgYKvxq17Z&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&gt;&lt;\/iframe&gt;\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"506\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/Frame-34435.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"review__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"review__logo\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"58\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/Happydemics_idpL4qodge_0.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"review__country\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/02\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"person-review\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__title\">R\u00e9mi Pr\u00e9vost \u2013 CTO chez Happydemics<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__text\">\u201cITSharkz c&#039;est pas juste en position de chasseur de t\u00eate qui donne un profil et apr\u00e8s tu te d\u00e9brouilles avec. Ils sont vraiment dans un accompagnement du d\u00e9but jusqu&#039;\u00e0 la fin.\u201d<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tasks\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">T\u00e2ches:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Constitution d&#039;une squad d\u00e9di\u00e9e d&#039;experts Ruby on Rails seniors pour combler le manque de talents critiques d&#039;une scale-up fran\u00e7aise.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>S\u00e9lection d&#039;ing\u00e9nieurs \u00e0 forte culture produit, assurant un alignement durable avec les standards techniques internes.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">R\u00e9sultats:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Int\u00e9gration r\u00e9ussie de 4 d\u00e9veloppeurs seniors \u00e0 la roadmap, supprimant la rotation &quot;mercenaire&quot; gr\u00e2ce \u00e0 une culture de l&#039;ownership.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Acc\u00e9l\u00e9ration des livraisons et conformit\u00e9 totale avec le dispositif CIR, garantissant un avantage strat\u00e9gique et un ROI \u00e9lev\u00e9.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t<div class=\"review\">\n\t\t\t\t\t\t\t\t<div class=\"review__preview\" data-embed=\"&lt;iframe width=&quot;560&quot; height=&quot;315&quot; src=&quot;https:\/\/www.youtube.com\/embed\/xJ0nkDFQtSg?si=sZgKxwIJfjXaM1cf&amp;amp;start=20&quot; title=&quot;YouTube video player&quot; frameborder=&quot;0&quot; allow=&quot;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share&quot; referrerpolicy=&quot;strict-origin-when-cross-origin&quot; allowfullscreen&gt;&lt;\/iframe&gt;\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/Thumbnail-pauchet-sante.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"review__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"review__logo\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"99\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2026\/01\/logo-groupe-pauchet-sante-1725977119.png\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"review__country\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1\" height=\"1\" src=\"https:\/\/itsharkz.com\/wp-content\/uploads\/2025\/08\/france.svg\" class=\"attachment-medium size-medium\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"person-review\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__title\">Matthieu Derancourt \u2013 Conseiller M\u00e9dical du Groupe Pauchet Sant\u00e9<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"person-review__text\">&quot;ITSharkz nous livre un produit vraiment quasi finalis\u00e9. On ne perd pas de temps ensuite \u00e0 le r\u00e9ajuster. Ce n&#039;est pas un outil con\u00e7u par des ing\u00e9nieurs, c&#039;est l&#039;utilisateur final qui le con\u00e7oit.&quot;<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"tasks\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">T\u00e2ches:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Industrialiser les processus hospitaliers complexes ayant atteint les limites des outils bureautiques classiques.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Faire le pont entre la strat\u00e9gie m\u00e9dicale et l&#039;ex\u00e9cution technique pour garantir que les outils correspondent parfaitement \u00e0 la r\u00e9alit\u00e9 du terrain.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t<div class=\"tasks__title\">R\u00e9sultats:<\/div>\n\t\t\t\t\t\t\t\t\t\t<ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>D\u00e9ploiement r\u00e9ussi de 3 plateformes critiques avec un taux d&#039;op\u00e9rationnalit\u00e9 de 90 % d\u00e8s la premi\u00e8re phase de recette.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Optimisation du cycle de d\u00e9veloppement via une approche &quot;Design-First&quot;, garantissant une forte adoption par les utilisateurs finaux.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t<div class=\"swiper-pagination\"><\/div>\n\n\t\t<\/div>\n\n\t\t<div class=\"swiper-prev\"><\/div>\n\t\t<div class=\"swiper-next\"><\/div>\n\n\t\t\n\t<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":true,"content-type":""},"case_category":[20],"case_tag":[27,28],"class_list":["post-4782","case","type-case","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00c9tude de Cas Swizy : RAG-based AI Chatbot &amp; Assistant IA<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment ITSharkz a d\u00e9velopp\u00e9 un RAG-based AI chatbot pour Swizy. 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