AI Governance & Oversight Frameworks

These terms describe how organisations prove their AI systems are trustworthy and controlled: audit-readiness relies on model risk management and system cards, vendor oversight extends those same practices to outside AI suppliers, and explainable AI gives security teams the visibility needed to support both audits and oversight.