The first step in letting agents take part in the business is not more data — it is clear boundaries.

Scenario: marketing spend analysis

The marketing team wants an agent to automatically answer "what was the acquisition cost per channel last quarter".

Permission configuration

In MirrorData, bind the agent to a read-only role and restrict the visible data domains.

Audit and rollback

Every query automatically records the definition version and execution log, so conclusions can be traced back.