
France
Administration
Implementing Organisation
Direction Interministérielle du Numérique (DINUM)
France, France
Implementing Point of Contact
Sévin Nicolas
AI Institutional Relations officer
Contributor of the Impact Story
France
Year of implementation
2025
Problem statement
OpenGateLLM (also known as Albert API) addresses a structural issue to the adoption of generative AI across the French public sector: administrations handling sensitive and regulated data currently depend on costly, non-sovereign commercial APIs and GPU infrastructures. This creates strong constraints on compliance, budget control, and long-term sustainability. OpenGateLLM is designed as a shared, interministerial inference platform that offers a secure and sovereign alternative, hosted on SecNumCloud-qualified infrastructure in France. Its goal is to provide a single, production-ready access point to a wide range of generative AI models (open-weight and proprietary) while remaining fully compatible with market standards such as OpenAI-style APIs. By relying on OpenGateLLM as an open-source, lightweight and scalable gateway, the API focuses on what administrations lack today: reliable model routing, usage monitoring, user and project governance, cost control, and the ability to integrate generative AI rapidly into digital public services without embedding business assumptions in the platform itself. In short,
Submission Overview
The Interministerial Directorate for Digital Affairs (DINUM) is France’s central authority responsible for steering the digital transformation of the public sector. Created to modernize and streamline the country’s administrative processes, DINUM works to ensure that public services are more accessible, efficient, and secure for both citizens and businesses. It plays a central role in shaping and implementing France’s digital strategy.DINUM leads the development of user-centric digital services, such as simplifying access to online administrative procedures through a single, secure login. Beyond service delivery, the agency oversees the management and sharing of public data, promoting transparency and innovation in the public field.Another key aspect of DINUM’s mission is to coordinate digital efforts across government ministries to create a unified digital public ecosystem. By centralizing expertise and resources, DINUM drives operational efficiency and digital inclusion, ensuring that all public agents can benefit from. Within DINUM, the "AI in Government" team is responsible for developing AI building blocks that can be used across ministries and are interoperable within the government. Two of their main tools are Albert API, an interdepartmental inference platform, enabling government departments to equip themselves with generative artificial intelligence, and the AI Assistant, a generic chatbot that provides every government official with a functional agent.
AI Technology Used
Key Outcomes
Efficiency & Productivity
Resource Efficiency
Accuracy & Quality Improvement
OpenGateLLM has rapidly transformed AI adoption across France's public administration by solving a critical challenge: how to deploy generative AI securely on sensitive government data without relying on expensive, non-sovereign commercial platforms. Within months of deployment, the platform has generated over 4.5 million AI requests across 490 active government products, demonstrating remarkable uptake across ministries. Hosted on France's SecNumCloud-qualified infrastructure and built through a strategic partnership with Mistral AI, OpenGateLLM provides agencies with sovereign, cost-effective access to both open-weight and proprietary AI models while maintaining full regulatory compliance. The platform's usage reveals diverse applications, with over 36% of requests for embedding tasks spanning document processing, semantic search, and knowledge management. By removing barriers of cost, sovereignty, and compliance, OpenGateLLM has enabled French public services to integrate AI capabilities at scale while ensuring long-term digital independence and sustainable innovation across the government ecosystem.
Impact Metrics
Total number of requested generated
Baseline Value
NA
Post-Implementation
Over 4,500,000 total requests generated by 490 active products in the span of a few months, with over 36% requests for embedding
Implementation Context
France
Any agent of the State public sphere
Key Partnerships
OpenGateLLM's main partnerships are based on an agreement with Mistral AI for the deployment of proprietary models directly on sovereign infrastructure (with native API compatibility), as well as support from several self-hosted model providers (vLLM, Ollama, TEI and Mistral in self-hosting), in order to guarantee broad technical interoperability.
Replicability & Adaptation
No specific resources are required, and any administration is free to integrate OpenGateLLM into its tools in order to offer basic AI use cases.
Supporting Materials
* The data presented is self-reported by the respective organisations. Readers should consult the original sources for further details.