AI vendor landscape in France: who offers what for local authorities and healthcare?

What kinds of AI vendors are there in France?

The French market is strongly shaped by sovereignty: many vendors host with French clouds such as OVHcloud, Scaleway, Outscale or NumSpot and use models from Mistral AI. For health data, HDS certification counts; for particularly sensitive public-sector data, SecNumCloud. The vendors fall into six groups:

• Horizontal platforms: AI for many tasks, often with a choice of many models.
• Sector solutions for public administration: assistants for local authorities, often with French administrative law as a source.
• Sector solutions for healthcare: documentation in medical practices, radiology, patient records, care homes.
• Function tools: chatbots for citizens and customers, customer service, writing assistants.
• Public in-house solutions: AI services run by the state for its staff.
• Open source and self-built: interfaces an organisation operates itself.

The tables are sorted alphabetically and are not a ranking. All information comes from the vendors’ websites and from reports, as of 11 October 2026; details and sources are on the linked comparison page.

Which horizontal AI platforms are there?

Vendor	Focus	Operation and hosting	Comparison
Atos MogwAI	AI platform with agents for each department, with support from Atos	SaaS on SecNumCloud-certified solutions, on site or multi-cloud	basebox vs. Atos MogwAI
Craft AI	Chat assistant, agents, studio for building your own applications	Cloud of your choice or on site	basebox vs. Craft AI
Dust	AI agents with company knowledge from tools such as Slack or Notion	Cloud service, data in the EU or the USA	basebox vs. Dust
IA-Souveraine (DRI)	Many models, agents and connections	Hosted by DRI in France	basebox vs. IA-Souveraine
JustAI / Brio	Assistant and agents with open-source models it runs itself	JustAI servers in France	basebox vs. Brio
Kairntech	Low-code platform for assistants working on confidential documents	Cloud service, hosted or on site	basebox vs. Kairntech
LightOn	Search in company documents and apps built on it, own models	According to reports on site, private cloud or air-gapped	basebox vs. LightOn
Mistral AI	Maker of AI models with the assistant Vibe	Mistral AI cloud; Enterprise also private or in-house	basebox vs. Mistral AI
Prisme.ai	Agents, chat and search for large companies	Private cloud, on site or hybrid	basebox vs. Prisme.ai
SafeBrain	Ready-made agents, choice of around twenty models	Outscale in France or at the customer’s site	basebox vs. SafeBrain
Sinequa (ChapsVision)	Enterprise search with assistants and agents	At the customer’s site, private cloud or Microsoft Azure	basebox vs. Sinequa
Swiftask	AI agents without programming, many models	Scaleway in Paris; depending on the model chosen, also outside the EU	basebox vs. Swiftask

Which sector solutions are there for local authorities?

Vendor	Focus	Operation and hosting	Comparison
Berger-Levrault / WeMagnus	AI in administrative software for small municipalities	SaaS, AI in France according to a report	basebox vs. Berger-Levrault
Communia	Specialist assistants with official French documents	OVHcloud in France	basebox vs. Communia
Delibia	Chat and search in council decisions, court rulings, tender documents	OVHcloud, only in France	basebox vs. Delibia
Gouvern.AI	Chat, legal research, specialist assistants, meeting minutes	Scaleway in France	basebox vs. Gouvern.AI
IzaIA	Consulting, training and agents for companies and municipalities	No platform of its own; hosting chosen by the customer	basebox vs. IzaIA
mairie.ai	Support for municipalities, private AI server	In France, host not named	basebox vs. mairie.ai

Which sector solutions are there for healthcare?

Vendor	Focus	Operation and hosting	Comparison
ADLIN Science	Platform for research and health data	Data stays where it originates, according to the vendor	basebox vs. ADLIN
CGM Assistant	Telephone and consultation assistant for medical practices	Cloud, HDS-certified host, processing in Europe	basebox vs. CGM Assistant
Docaposte (DALVIA)	Summaries of patient records, dictation	NumSpot in France	basebox vs. Docaposte
Doctolib Assistant de consultation	Documentation during the consultation	Servers in the EU, HDS-certified according to Doctolib	basebox vs. Doctolib
Galeon	Electronic patient record with AI	SaaS in France, HDS-certified according to the vendor	basebox vs. Galeon
Gleamer	AI for X-ray, CT, MRI and mammography	Not publicly known	basebox vs. Gleamer
Incepto	Platform for AI applications in radiology	Access point in the hospital, processing in the Incepto cloud	basebox vs. Incepto
Lifen	Document flow in healthcare with its own AI	Certified infrastructure in France	basebox vs. Lifen
Nabla	Documentation during the consultation	Google Cloud, region selectable	basebox vs. Nabla
Scribe Médical	Writing assistant for consultations	Transcription on the computer, report via OVHcloud in France (HDS)	basebox vs. Scribe Médical
Speakli	Voice-based care documentation in care homes (EHPAD)	HDS-certified servers in France	basebox vs. Speakli
Vulgaroo	Medical findings in plain language for patients	HDS-certified servers in France	basebox vs. Vulgaroo

Which function tools are there?

Vendor	Focus	Operation and hosting	Comparison
Ailog	Chatbots built from your own documents	OVHcloud in France	basebox vs. Ailog
Civik-ia / Marianne	Chatbot for citizens’ questions to municipalities	OVHcloud in the EU, models from Mistral AI	basebox vs. Marianne
Clevy	Chatbots for staff questions	Not publicly known	basebox vs. Clevy
Klark	AI for customer service in ticketing systems	Hosting mainly in Europe	basebox vs. Klark
MairIA	Chatbot for citizens’ questions to municipalities	Scaleway in Paris, models from Mistral AI	basebox vs. MairIA
Mayday	Knowledge management in customer service	Microsoft Azure in the EU	basebox vs. Mayday
MerciApp	Writing assistant in the browser	Data in France, according to the vendor	basebox vs. MerciApp
Wikit	AI agents for citizens’ enquiries, IT and HR questions	Operated by Wikit, infrastructure of your choice	basebox vs. Wikit

Which public in-house solutions are there?

Vendor	Focus	Operation and hosting	Comparison
DINUM: L’Assistant and Albert API	Chat assistant and model interface for the state administration	State infrastructure with SecNumCloud qualification	basebox vs. Albert

Are there open-source options to run yourself?

This overview does not list any French open-source interfaces. Widely used are internationally developed interfaces such as Open WebUI and LibreChat. No licence costs means the organisation itself takes care of hardware, model, updates, connections and proofs.

How do you tell the vendors apart?

• Operating model: cloud service, private cloud or operation within your own organisation? For health data, a host that stores it on behalf of third parties needs HDS certification, see HDS certification.
• Where the AI model runs: hosting in France may refer to the platform, while requests go to other countries depending on the model chosen. Ask about both.
• Proofs: HDS, SecNumCloud (see SecNumCloud), ISO 27001, a data processing agreement under the GDPR and the recommendations of the CNIL, the French data protection authority, see GDPR and CNIL.
• Public prices? Some vendors state prices per person or monthly packages, many only in a quote.

Where does basebox stand?

basebox is a horizontal AI platform from Germany for healthcare and the public sector, with chat, apps, connectors, permissions and logs. In France, the offer is limited:

• Server only: in France, basebox is available only as a server that your organisation’s own IT operates. Our hardware partner FAST LTA also delivers the server to France; it then stands on the customer’s premises, without an internet connection if required.
• No cloud until HDS: HDS certification is planned. Until then, neither the cloud nor operation of the server by basebox is available in France.
• Language: interface and support in German and English, not in French.
• Proofs: ISO 27001 certified; documents on /sicherheit.

If you need a French interface, hosting in France or a cloud with HDS, you will find that today with the vendors above.