Bring AI into your company.
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Clemali connects an AI to what your company already has: Gmail, Drive, Notion, your databases, your tools. Every employee gets an assistant that answers from them, shows its sources and acts with their go, in the Clemali app or right inside Slack and Teams. Hosted in France, under your control.
Connect your company
Gmail, Drive, Notion, Slack, your databases and your tools, connected once by an admin. Clemali reads with each person’s own permissions, so nobody sees more than they already could.
Create an assistant per team
Pick its sources, allow its actions, write its instructions in plain language and invite the people it works for. Ten minutes, no code.
Everyone asks, in plain words
From a Monday-morning question to the Friday report, in the Clemali app or by mentioning the assistant in Slack or Teams. It searches every connected system, answers with its sources and acts only after a click.
Ask once. It looks everywhere.
This is what AI inside the company looks like. A Monday-morning question from an ops lead; the assistant searches every system you connected, keeps the three that matter and says where each fact comes from.
Where your company keeps what it knows, and where it gets things done.
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SlackCoConfluenceShSharePointGmGmailPgProduction DBMy
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GitHubRead access mirrors your permissions: an employee only gets answers from documents they could already open.
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Google CalendarGmGmailHuHubSpotZeZendeskSfSalesforceEvery action is proposed first and runs only after a click. Admins decide which actions each assistant may take, and the log records who confirmed what.
Databases and services that never leave your network connect through a private link, or through the self-hosted gateway. Credentials sit in the vault; the assistant only sees results.
Anything with an API becomes a source or an action through an MCP server. Developer docs →
AI inside the company, on the company’s terms.
Permissions follow the person
Answers only draw on documents the employee can already open. Leave the company and the assistant forgets you the same minute.
Credentials in a vault
Connections are stored once, encrypted, and used at call time. Nobody, and no model, ever reads a key back.
Hosted in France
Index, conversations and logs in the Paris region, under French law. Self-hosted in your own datacentre when that is the rule.
Every answer is traceable
Sources on every answer, an audit log of every action and who confirmed it, exportable for your DPO.
Per person, per month. No credits, no per-question meter. Every plan includes unlimited questions.
Full comparison →- 1 assistant, 2 sources
- Sources on every answer
- 7-day history
- Hosted in France
- Actions in your tools, with confirmation
- Databases and internal systems
- SSO, roles, 90-day audit log
- Developer access, one environment per assistant
- Self-hosted or dedicated, in your datacentre
- SAML, SCIM, private network link
- DPA, custom retention, EU or on-prem models
- 99.9% SLA, shared support channel
The same environment, in your coding agents.
Every assistant is also an MCP environment with one URL. Paste it into Claude Code, Codex or Cursor and your agents get the same sources and actions, with credentials kept in the vault.
Developer product →claude mcp add --transport http acme-ops \ https://mcp.clemali.com/e/acme-ops/k_7f3a9c2e # 4 tools: notion.search, drive.read, pg.query, slack.post
No. An admin connects the sources with their normal login, creates an assistant and invites the team. Developers are optional; when you have them, they get the same environment as one URL.