From Risk Principles to Auditable Practice Most organisations now realise that AI governance can’t be improvised. Risk registers, codes of conduct, and policy checklists aren’t enough, not when regulators, investors, and auditors are watching. What’s missing is coherence across frameworks. Two standards now dominate that space: the NIST AI Risk Management Framework (AI RMF) and…