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AI and decisions
Updated: 2026-09-30

AI governance and controlled actions

Permissions, quotas, schemas, audit, approvals, and rollback for AI operations.

Controls

  • Workspace entitlement and quota.
  • Allowed provider, model, and response schema.
  • Source filtering by access scope.
  • Cost, latency, error, and feedback audit.

Actions

A draft, recommendation, and external write carry different risk. A write needs a dedicated adapter, idempotency, validation, permission, audit, and rollback path.


Human control

Related documentation

Controlled actions and rollback

Idempotent operations, preview, approval, audit, and compensation.

On this page

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