For compliance teams
Governance that lives in the workflow.
Translate AI policy into observable controls, review points, and evidence that operating teams can actually use.
What gets in the way
Quality cannot be a final checkpoint.
- Policy decks do not prove operational control.
- Model and workflow changes create moving risk.
- Evidence is scattered across tools and teams.
What changes
- Map controls to delivery and approval workflows.
- Preserve human authority for consequential decisions.
- Build reviewable evidence for ISO 42001, FDA PCCP, and FedRAMP programs.