Governed run model
A serious AI run leaves a visible trail from intent to proof. SENTINEL is designed around work that can be routed, observed, checked, recovered, and reviewed.
What the operator sees
- What the run is trying to accomplish.
- Which provider, model, tool, or worker is being used.
- What evidence is produced during execution.
- Where a run failed, paused, or needs operator attention.
- What information is promoted into durable memory or release records.
Why it matters
AI work becomes more useful when it is observable and recoverable. Governed runs help move AI from a black-box chat experience toward a controlled technical workflow.