Sensitive data has data quality measurement switched on, and metrics are shared as soon as they exist so owners and consumers can judge fitness for purpose. Automation opportunities: deliver quality metrics automatically to owners and consumers; make them available in the catalog; alert owners to quality issues. Certification test steps: confirm the catalog exists and scanning recurs; report quality metrics; where metrics are system-generated confirm profiling is enabled, cause a change and see it in the report; where rules are user-defined confirm a rule is created and deployed, cause a change and see it reflected; confirm a workflow goes to the owner automatically when an issue is detected and on a recurring schedule.
The graph holds this control, the 0 it maps to, and the evidence behind each claim, over MCP and REST.