Model Context Protocol

Any AI, grounded in your own data lake

datons Ground connects any AI model to your company's own data through the open Model Context Protocol, with a governed catalog of skills, SQL functions, and reports. Deployed in your tenant, identity-preserved, and maintained by datons.

Reference tenant live at test.ground.datons.com, OAuth-connected to claude.ai.

Why it's different

Most AI-over-data tools ask you to move your data, trust a black box, or lock into one vendor. Ground does none of that.

Governed as enablement, not a lock

A curated catalog of skills, SQL functions, and reports is the 'how' of your business — so the AI is reliable and useful, and each team gets exactly the tools its use case needs.

Identity preserved end to end

Entra OAuth On-Behalf-Of plus row-level security: every user sees only what they're allowed to. The agent inherits the person's permissions, never bypasses them.

Your cloud, no data migration

Postgres, ClickHouse, Fabric, and more connect as data sources — the engine governs queries on top. The only thing it deploys is its own governance catalog. Your data never leaves your tenant.

Interoperable, maintained by datons

Built on the open MCP standard — the same one Claude, ChatGPT, and Copilot speak — so you're not tied to any model or to us. Your catalog is yours; datons keeps the engine current.

In your AI client

Your team just asks — in the AI tool they already use

No new app to learn. A question in Claude (or any MCP client) runs a governed function under the person's own identity, and answers from real data — and can render the whole thing as an auditable report.

1 Ask
claude.ai
Ask

A real question runs a governed function — under the user's identity (OBO), RLS enforced, read-only.

2 Generate the report
claude.ai
Generate the report

Right in the conversation, the agent renders the answer as a deterministic report — KPIs, charts, and the exact SQL — ready to save.

3 The same report, in your app
ai.yourcompany.com
The same report, in your app

That exact report is saved to your platform — same KPIs, charts, and SQL, now governed and shareable across the team.

Interoperable by design

One governed server. Every AI your company already uses.

Ground speaks the open Model Context Protocol, so any MCP-compatible client connects to the same governed catalog. Switch models or tools whenever you like — your skills, functions, and access rules stay yours. No lock-in to a vendor, or to us.

datons Ground one governed MCP server
Claude assistant
ChatGPT assistant
Microsoft Copilot M365
Copilot in Teams M365
GitHub Copilot · VS Code IDE
Cursor IDE

…and any other MCP client — Windsurf, JetBrains, Zed, and more.

The governance portal

A web app your team owns — not a config file IT has to babysit

The same governed surface the AI sees, managed by your own people: catalog, groups, roles, and your data-source connections.

ai.yourcompany.com
Catalog

Every skill, function, and report in one place — typed and scoped.

Governance you can read

Who can see, run, and edit what — on one page

The whole access model exports as readable YAML and re-imports declaratively — edit in bulk, preview the diff, apply idempotently. No hidden rules, no console spelunking.

Who can see, run, and edit what — on one page

See Ground on your own data

Book a working session: we connect a governed agent to a sample of your data lake and you watch your team's real questions get answered — securely, in your cloud.

Subscribe to our newsletter

Get weekly insights on data, automation, and AI.

© 2026 Datons. All rights reserved.