Bias, privacy, and traceability checks for enterprise AI operations.
Identify legal, operational, and model-level risks in current AI workflows.
Map implementation controls to internal policy and regulatory obligations.
Validate logs, decision records, and escalation pathways for auditability.
Prioritized action plan with governance checkpoints and owner accountability.
