Natural-language discovery.
The Librarian answers plain-language questions over the data a user is permitted to see, without writing a query: ask for the picture you need and get the records behind it.
Useful AI starts with governed data
The Librarian answers plain-language questions today; a full agent-security layer is the design being pursued.
Identity, guardrails, one governed model door, checkpoints and audit. Shown as designed; the Librarian and MCP exist today.
IN PRACTICE
The Librarian answers plain-language questions over the data a user is permitted to see, without writing a query: ask for the picture you need and get the records behind it.
Agents run under the same identity and permissions as the person asking, behind a governed model gateway with guardrails, checkpoints and an audit record of what was read. The full agent-security layer is the design Bluestaq is pursuing; the Librarian and MCP access exist today.
A useful conversation starts with the user's role, the data boundary, the model environment, and the actions requiring human review. These are design questions, not optional details at the end of a demo.