Lifecycle Evidence Capture

Capture lifecycle evidence continuously rather than scrambling at audit time. Learn the design-time, build-time, deploy-time and run-time evidence streams, the automation that pulls evidence from MLOps tooling and observability platforms, evidence freshness SLAs (most evidence should be no older than the last release), and the evidence audit trail showing who collected what when.