Platform capabilities
- Run lifecycle visibility from queue to completion with timeline context.
- Standardized artifact delivery (VCF, QC, summary) with provenance alignment.
- Retry-aware execution with explicit failure state handling.
- Operator controls for predictable, low-friction workflow operations.
Operating controls
- Sandbox-first rollout with formal stage gates.
- No PHI in experiment lane under current RUO scope.
- Short-lived credential model with a defined kill-switch path.
- Evidence-based promotion criteria for production readiness.