SOLUTION
AI & ML Governance
Governing ML/AI model deployments through auditable, replayable approval workflows. Two-stage safety gates ensure model promotions in regulated environments are certified and defensible.
Gate Active
Model Promotion Pipeline
SUBMIT
GATE
PROMOTE
MONITOR
THE CHALLENGE
ML model deployments in healthcare, finance, and autonomous systems require auditable approval chains. Ad-hoc promotion processes leave no defensible record of why a model was approved, what was checked, or what would trigger rollback.
THE APPROACH
Safety Gateway for Model Promotion enforces two-stage fast/precise gates with rollback, hold, and defer controls. Every promotion decision is replayable from audit seeds, creating regulator-visible records of model governance.
KEY CAPABILITIES
- ▸Two-stage fast/precise promotion gate
- ▸Rollback, hold, and defer controls
- ▸Replayable deployment approval records
- ▸Multi-tenant model registry isolation
- ▸Regulator-visible audit trail