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Industry
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Public sector
Frontier AI for public institutions.
Scale secure AI that’s seamless for all citizens.
Deliver national-scale solutions, tailored to your specific context and fully in your control.
Customized frontier intelligence.
Operationalize the frontier with models trained on your laws, services, and procedures to power deeply contextual public AI services.
Autonomy and control.
Deliver secure, controlled AI at national scale with full-stack AI designed to keep your data, infrastructure, and strategic roadmap in your own hands.
Safe, secure operations.
Run AI where your mission requires with built-in guardrails, monitoring, and auditability for compliant, transparent, and resilient public services.
Deep partnership for public impact.
Drive high‑impact transformation with hands‑on experts who co‑design solutions to your goals and help you build lasting in‑house AI capability.
Start your AI transformation journey.
Power public services with frontier AI.
Deliver proven use cases that turn complex public workflows into faster, clearer, and more reliable services.
Justice and legal.
Turn complex laws and case files into trusted, actionable guidance with secure legal search and authoritative cross‑document synthesis. Speed up case handling and improve clarity and consistency with smart drafting assistants.
Economy.
Protect public funds and improve service delivery with AI that extracts reliable signals from large volumes of filings and claims. Accelerate fraud detection, risk profiling, and taxpayer assistance through precise document search and trustworthy information synthesis.
Employment.
Personalize employment services at scale with AI that structures profiles, vacancies, and training options into a unified skills view. Recommend jobs and reskilling paths with rich profile understanding, AI‑driven matching, and clear, explainable recommendations.
Research and education.
Support students with secure, multilingual AI that personalizes learning and reduces workload with AI‑assisted grading. Enhance research with AI‑assisted literature reviews, data annotation, and custom models trained on domain‑specific data including sensitive code and artifacts.
Deployed in production.
Ancient languages and artificial intelligence are not a contradiction. The collaboration between our Archaeological Institute and Mistral and Reply demonstrates how AI is advancing research in the Humanities. Apollo will support researchers toward a better understanding of often fragmentary ancient texts and thereby amplify our understanding of our shared history.
This partnership is a crucial step in our strategy to make Luxembourg a world leader in the sovereign data economy. European-style artificial intelligence with a Luxembourg touch. Beyond the development of new AI tools, it is above all the adoption of new technologies by citizens, businesses, and public administration that will make all the difference.
We are proud to announce our strategic partnership with Mistral. This collaboration will enable us to develop state-of-the-art AI solutions to the unique needs of our defense sector. This agreement encompasses two primary areas: a collaboration on advanced research themes such as multimodal models, robotics, automation, and embedded systems—and the industrialization of key products essential for French defense.
With the help of Mistral, HTX is fine-tuning pretrained models and also building their own series of LLMs, codenamed Phoenix. Phoenix has been pre-trained on extensive corpuses of knowledge specific and relevant to the Home Team and Singapore, as well as 10 major languages spoken in Singapore—including Mandarin, Bahasa Melayu, and Tamil. This will allow Home team officers to get more accurate responses compared to other kinds of LLMs.
France Travail is leading the way in assisting job seekers in finding suitable employment opportunities with the help of Mistral models, enabling them to summarize job seekers’ histories, profiles, and areas of interest. Additionally, an internal chatbot helps agents better access and understand labor laws and allocation policies, ensuring compliance and efficiency.
What Mistral can do for public institutions.
Turn public records into intelligence with Mistral OCR.
Convert archives, forms, and records into clean, structured data with high‑accuracy OCR and document intelligence. Unlock search, analytics, and automation by making every scan, PDF, and image readable to your AI agents.
Build mission-critical AI agents with Mistral Studio and Forge.
Use Mistral Forge to train foundation models on your own laws, registries, and institutional data, then use Mistral Studio to design, fine‑tune, and orchestrate agents on top. Create deeply contextual workflows, from legal guidance to citizen services, while keeping full control over models, infrastructure, and governance.
Operationalize AI for civil servants and citizens.
Give civil servants and citizens a secure conversational interface that answers questions, drafts content, and navigates complex procedures in natural language. Deploy Vibe as an internal co‑pilot or citizen‑facing assistant, tailored to your policies, languages, and compliance requirements.
Run on trusted infrastructure.
Unlock dedicated AI compute capacity on Mistral Compute, keeping data local, compliant, and under your control. Deploy and scale sensitive, critical workloads with the performance and assurance your institution requires.