Update README.md

README.md

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- <div class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center dark:bg-white dark:group-hover:bg-white" >
-    <a href="https://www.illuin.tech/">
-        <img
-            alt=""
-            src="https://huggingface.co/spaces/illuin/README/resolve/main/xlogo-illuin-technology.png.pagespeed.ic.P4glNQKPUa.png"
-            width="450"
-        />
-    </a>
- </div>
- <br>
- <div>
-    <p class="mb-2" style="font-size:20px;font-weight:bold">
-       <span style="color:rgba(0, 160, 212, 1)">
-       <a href="https://www.illuin.tech/" class="underline">
-            ILLUIN Technology
-       </a>
-       provides advanced technological solutions for its customers, with a particular focus on Artificial Intelligence.
-       </span>
-   </p>
- </div>
- <br>
- <div>
-    <p class="mb-2" style="font-size:20px;font-weight:bold">
-       <span style="color:rgba(0, 160, 212, 1)">Our offer</span>
-    </p>
-    <br>
-    <ul>
-       <li>👉 <b><a href="https://talk.illuin.tech/" class="underline">ILLUIN Talk</a></b>: create the most advanced omnichannel conversational agents and assistants (chatbots, callbots, voice parser, speech analyzer) on the market thanks to this cutting-edge technological suite (NLU engine, dialogue engine, real-time analysis of voice flows)</li>
-       <li>👉 <b>ILLUIN Doc</b>: automate the analysis and processing of your documents with this state-of-the-art NLP suite (natural language search engine, document parsing).</li>
-       <li>👉 <b>Professional services</b>: From POC to industrialization, mobilize our technological expertise - NLU/NLP, Computer Vision, Structured Data, Fullstack Dev, Mobile, Ops, etc. - to meet your most ambitious challenges!</li>
-       <li>👉 <b>Acculturation / Open Innovation</b>: Workshops, keynotes, conferences, learning expeditions... make your business teams discover all the facets of AI and increase the skills of your technical teams!</li>
-       <li>👉 <b>Innovative prototyping in partnership with CentraleSupélec</b>: benefit from a team of 3-4 students coached by our experts to develop your MVP in 6-8 weeks</li>
+<div class="w-full h-40 object-cover mb-8 rounded-lg flex items-center justify-center dark:bg-white dark:group-hover:bg-white">
+<a href="https://www.illuin.tech/">
+<img alt="ILLUIN Technology Logo" src="https://huggingface.co/spaces/illuin/README/resolve/main/xlogo-illuin-technology.png.pagespeed.ic.P4glNQKPUa.png" width="450"/>
+</a>
+</div>
+
+<div class="mb-6">
+<h1 class="mb-2 text-2xl font-bold">
+<span style="color:rgba(0, 160, 212, 1)">
+Pioneering State-of-the-Art Generative AI for Business
+</span>
+</h1>
+<p class="text-lg text-gray-700 dark:text-gray-300 mb-4">
+<b>ILLUIN Technology</b> is a leading independent French technology consultancy and product publisher. We combine academic excellence with industrial pragmatism to build cutting-edge AI solutions—focusing on <b>Generative AI</b> and <b>Agentic Systems</b>.
+</p>
+
+<p class="text-lg">
+🚀 <b>We are Hiring in Paris!</b> Check out our <a href="https://www.welcometothejungle.com/fr/companies/illuin-tech" class="underline" style="color:rgba(0, 160, 212, 1)">open positions on Welcome to the Jungle</a>.
+</p>
+</div>
+
+<hr class="border-gray-200 my-6">
+
+<div class="mb-8">
+    <h2 class="mb-4 text-xl font-bold">
+        <span style="color:rgba(0, 160, 212, 1)">🔬 R&D and Academic Roots</span>
+    </h2>
+    <p class="mb-3">Innovation is in our DNA. We maintain strong connections with the academic world:</p>
+    <ul class="space-y-2 text-lg">
+        <li>
+            🏛️ <b>LIAGORA Joint Lab</b>: A common research laboratory with <b>CentraleSupélec</b> and <b>CNRS</b>, supported by the ANR, focusing on Responsible, Ethical, and Frugal Generative AI.
+        </li>
+        <li>
+            🎓 <b>Paris Digital Lab</b>: An open-innovation partnership with CentraleSupélec to accelerate prototyping and MVP development.
+        </li>
     </ul>
-    <br>
-    <p class="mb-2" style="font-size:25px;font-weight:bold"> 
-       <span style="color:rgba(0, 160, 212, 1)">Key informations about the company</span>
-    </p>
-    <br>
-    <ul>
-       <li>👉 Founded in 2017 in the birthplace of CentraleSupélec and the University of Paris Saclay.</li>
-       <li>👉 60+ makers in the team, mainly experts in data science and software engineering.</li>
-       <li>👉 45+ clients in all sectors and industrial investors such as Randstad and Chronopost</li>
+</div>
+
+<div class="mb-8">
+    <h2 class="mb-4 text-xl font-bold">
+        <span style="color:rgba(0, 160, 212, 1)">📚 Open Source Contributions</span>
+    </h2>
+    <ul class="space-y-2 text-lg">
+        <li>
+            🔥 <b>ColPali</b>: Creators of the breakthrough Vision-Language Model that revolutionizes document retrieval by leveraging visual features directly.
+        </li>
+        <li>
+            📊 <b>ViDoRe</b>: Publishers of the Visual Document Retrieval benchmark, setting new standards for RAG on visually rich documents.
+        </li>
+        <li>
+            🥐 <b>CroissantLLM</b>: Co-creators of a high-performance, sovereign, and frugal French language model.
+        </li>
+    </ul>
+</div>
+
+<div class="mb-8">
+    <h2 class="mb-4 text-xl font-bold">
+        <span style="color:rgba(0, 160, 212, 1)">🚀 Our AI Product Suite</span>
+    </h2>
+    <ul class="space-y-2 text-lg">
+        <li>
+            🔹 <b>Dialogue</b>: A low-code platform to build state-of-the-art conversational assistants (Chatbots, Callbots) combining Generative AI power with guided flow reliability.
+        </li>
+        <li>
+            🔹 <b>Automate</b>: An Intelligent Document Processing (IDP) solution hybridizing traditional AI and agentic systems to automate complex document and email analysis.
+        </li>
+        <li>
+            🔹 <b>Analyze</b>: Advanced analytics platform leveraging GenAI to extract insights from unstructured data (Voice of Customer, Speech Analysis) and monitor AI agents.
+        </li>
+        <li>
+            🔹 <b>nAIxt</b>: Our low-code AI Orchestration Studio to develop, deploy, and supervise Agentic and Multimodal AI applications up to 5x faster.
+        </li>
     </ul>
- </div>
- <br>
- <br>
- <div class="grid lg:grid-cols-2 gap-x-4 gap-y-7">
-	<a href="https://talk.illuin.tech/" class="block overflow-hidden group">
-		<div
-			class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-grey"
-		>
-			<img alt="" src="https://talk.illuin.tech/wp-content/uploads/2022/04/logo.svg" width="200" />
-		</div>
-		<div class="underline">Our Talk solution</div>
-	</a>
-	<a
-		href="https://fquad.illuin.tech/" class="block overflow-hidden group">
-		<div
-         class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-grey"
-		>
-			<img alt="" src="https://pbs.twimg.com/media/ES-e8k3XQAIahJ2.png:large" width="150" />
-		</div>
-		<div class="underline">Leader in french QA</div>
-	</a>
 </div>
+
+<hr class="border-gray-200 my-6">
+
+<div class="text-lg">
+    <p class="mb-2">🌐 <b><a href="https://www.illuin.tech/" class="underline hover:text-blue-500">Corporate Website</a></b> — Discover our services and company culture.</p>
+    <p>📝 <b><a href="https://www.illuin.tech/ressources/rd-insights/" class="underline hover:text-blue-500">R&D Insights & Blog</a></b> — Read our latest articles on GenAI and NLP.</p>
+</div>