Enclave · White-label sovereign AI

Your own sovereign AI,in your brand colors.

Enclave is a dedicated instance that answers from your documents with verifiable sources, hosted in France, fully managed, with your data never used to train third-party models.

Our guarantees
  • Dedicated instance, never shared
  • Answers with verifiable sources
  • Hosted in France
  • Full data portability: export your data
01 — Who It’s For

For organizations
that cannot expose their data

French SMEs and mid-sized companies with compliance and confidentiality requirements: regulated sectors, teams that want AI without exposing their data

Consumer tools used under the radar

Employees paste internal documents into consumer AI assistants using personal accounts. Not out of malice, but because there is no governed alternative that is readily available and just as easy to use.

Shared platforms that set their own terms

Commercial AI assistants run on their own cloud infrastructure under their own terms of service and roadmap. Your data shares the environment with other customers, and you have no control over where it is hosted or which model is used

Answers that cannot be audited

An answer without a source cannot be verified. For a legal department, healthcare provider, or insurer, an answer that cannot be traced back to a source document is not fit for purpose

02 — What you get

Your assistant,
and the service that runs it

An assistant that knows your documents, with a team handling the rest: deployment, hosting, updates, and support

Search and interact with your documents

Your teams can query internal documents and tools in natural language, including procedures, contracts, knowledge bases, and archives

Every answer is backed by sources

Each answer links directly to the source document excerpts. Verify in one click, rather than taking answers at face value

Customized to reflect your identity

A customized interface with your company’s colors, name, and logo. For your teams, it’s your tool

50+ native connectors

Wikis, cloud storage, messaging platforms, ticketing tools, CRMs and code repositories: Enclave connects to the tools your teams already use and maintains continuous sync across all of them

Controlled access rights

Access is defined by group and by source, so each team can only query documents they are authorized to access

A fully managed service, from start to finish

  • Deployment of your instance
  • Dedicated hosting
  • Platform and model updates
  • Monitoring and alerts
  • Backups
  • Support with service level agreement (SLA)

Your tools, already connected

Over 50 native connectors. Missing a tool? We’ll build the connector.

Knowledge bases and wikis
Confluence, SharePoint, OneDrive, Notion, Google Sites, Guru, Coda, GitBook, Outline, BookStack, Document360, Slab, LumApps, MediaWiki, Discourse, Loopio, Axero, Canvas
Cloud storage
Google Drive, Dropbox, Box, Egnyte, AWS S3, Google Cloud Storage, Oracle Storage, Cloudflare R2
Messaging and Email
Slack, Microsoft Teams, Gmail, Outlook, email (IMAP), Discord, Zulip, XenForo
Ticket and project management
Jira, Zendesk, Freshdesk, Linear, Asana, ClickUp, Airtable, ProductBoard, TestRail
Sales
Salesforce, HubSpot, Gong, Fireflies, Highspot
Code
GitHub, GitLab, Bitbucket
And more
Website indexing, file repository
03 — The sovereignty scale

Three levels of sovereignty,
laid out clearly

Each level makes a different trade-off between model performance and data control. We state this clearly, level by level

  1. S1

    Performance

    Commercial models accessed via European endpoints with no data retention. Your data is processed only for inference, never stored or used to train models

    Ideal for common internal use when response quality is the top priority

  2. S2Recommended

    EU Sovereign

    Mistral models hosted within the European Union: your data stays in Europe end to end

    Recommended for most SMEs and mid-sized companies

  3. S3

    Strict Sovereignty

    An open-source model self-hosted on dedicated infrastructure in France or on your own servers: your data never leaves your environment.

    Designed for public sector, healthcare, legal and defense

Choose your sovereignty level. You can upgrade at any time.

04 — Plans

Enclave, in three plans,
all on quote

Plans differ by features, not hidden options. The quote depends on your sources, volumes, and chosen sovereignty level

FeaturesEssentialA first assistant for your key documentsOn quoteProThe assistant for your entire organization, integrated with your toolsOn quoteSovereignFor sensitive data and regulated sectorsOn quote
Dedicated instanceYesYesYes
Available sovereignty levelsS1, S2S1, S2S1, S2, S3
ConnectorsStandard document sourcesDocument sources and business toolsCustom, including internal systems
SSO–YesYes
Logging and auditingAccess logFull loggingFull logging, exportable
HostingInfrastructure in FranceInfrastructure in FranceSecNumCloud-qualified or HDS-certified infrastructure as needed, or your own servers
SLAStandardEnhancedCustom
Compliance support–GDPR documentationDedicated support: DPIA, architecture file
05 — Our Difference

Your own instance,
operated by a named team.

What sets this offering apart is less about the AI model and more about how it is deployed, hosted, and maintained.

A dedicated instance per client

No shared platform: your instance, your data, your settings. Nothing is shared with other organizations.

A mature open-source foundation

No black box: the platform is built on proven, documented, and auditable open-source components. The same foundation serves from level S1 to S3.

A French team

The same team deploys, operates, and evolves your instance. You have identified contacts, not an anonymous ticket.

Integration beyond the platform

When you need to go further—custom business connector, process automation, tailored assistant—we build it.

06 — How It Works

Three steps
to get started.

A short, structured start: we begin with your sources and use cases, not a generic demo.

  1. Framing

    Sources to connect, priority use cases, and the sovereignty level that fits your constraints.

  2. Deployment of your instance

    Your assistant, in your brand colors, connected to your sources, and configured with your access rights.

  3. Training and adoption follow-up

    Team training with our partner Catalyst.ai Academy, a Qualiopi-certified training organization, followed by real-world usage monitoring.

Starter offer

First month of access: you only pay if the result meets your expectations

07 - FAQ

Sovereign AI:
your questions, our answers

Hosting, model training, sovereignty levels, reversibility: the questions to ask before deploying an instance

In France, on infrastructure dedicated to your instance. At S3 level, hosting can also be done on your own servers. For regulated needs, we deploy on SecNumCloud-qualified or HDS-certified infrastructure: the qualification or certification is that of the selected host, and its scope is detailed in the architecture file

No, never, at any level. At S1, your data transits to the model for inference only, without being stored or used for training. At S2 and S3, it remains in Europe or within your perimeter

S1 uses market models via European endpoints with no retention. S2 uses Mistral models hosted in the European Union. S3 relies on an open-source model self-hosted on dedicated infrastructure, in France or on your premises: data never leaves. The higher the level, the stronger the control

Yes. All three levels share the same foundation: you can start with S1 or S2 and upgrade at any time, without changing tools or re-entering your content

You retrieve your data: full export of your content and settings in standard formats. Reversibility is covered by a contractual clause

Yes, like any AI system. That’s why every answer cites its sources: your teams verify the referenced passage before using it. We do not guarantee infallibility; for sensitive topics, a person validates

The sovereignty level, hosting, and logging are chosen based on your obligations. We outline sector-specific challenges on our healthcare, legal, insurance, and public sector pages, and we review them with you from the outset

Approved for the French Innovation Tax Credit (CII)

For an SME, 20% of our fees on an innovative project can be recovered as a tax credit.

Is my project eligible?
Let’s talk

Your sources, your use cases, your sovereignty level: let’s discuss your Enclave

Contact details
20 Rue des Taillandiers
75011 Paris
Response within 24 business hours