Fail closed means uncertainty does not become authority.
Missing, stale, held, or expired evidence blocks the affected operation. Unknown outcomes remain unresolved until reconciled; authorization never fills an evidence gap.
AI GOVERNANCE
AI can interpret intent and propose a structured plan. Identity, permissions, eligibility, approval, execution, and completion remain deterministic platform controls; the model holds no provider credentials.
Governed sequence
Natural language becomes a versioned, inspectable plan.
Material changes invalidate the approved plan.
The model cannot invent capabilities, credentials, or authority.
A separate worker runs the authorized operation.
Where supported, destination state is read back and reconciled.
Stale or changed capability evidence blocks eligibility.
Missing, stale, held, or expired evidence blocks the affected operation. Unknown outcomes remain unresolved until reconciled; authorization never fills an evidence gap.
Common questions
No. A request becomes an explicit plan evaluated against registered capabilities, permissions, policy, and deployment status.
No. The model proposes a plan; provider authority, dispatch, account binding, and completion remain outside it.
Not necessarily. An operation may require human approval or satisfy a bounded policy authorization, depending on its deployment.
Material changes to the operation, target, payload, conditions, exclusions, or plan version invalidate the prior approval.
Provider acceptance alone is insufficient. Where supported, Enterprise Hub reads back the destination and records a reconciled outcome.
Certification is specific to the operation, provider, version, environment, tenant, and deployment—not every catalog item.
See how intent becomes a plan and authority remains outside the model.
Capabilities are enabled and certified by operation, provider, tenant, and deployment.