Part One: A Strategic Permission Framework for AI Use Case Assessment Executive Summary Organizations often begin … AI Use Case Assessment: 3 Essential Tests Before ApprovalRead more
AI Governance
AI Governance Risk Framework: Why One Size Fits None
Executive Summary An effective AI governance risk framework cannot treat every organization, use case, model, and … AI Governance Risk Framework: Why One Size Fits NoneRead more
AI Supply Chain Risk: Governance Beyond the Firewall
AI Supply Chain Risk: Governance Beyond the Firewall
The Shift After 48 Hours: From Speed to Accountability
The first phase of AI incident response should be fast and disciplined: contain the incident, triage … The Shift After 48 Hours: From Speed to AccountabilityRead more
When AI Fails, Who Must Know in the First 48 Hours?
Why AI Incident Response Is the Next Test of Responsible Governance AI governance is shifting from … When AI Fails, Who Must Know in the First 48 Hours?Read more
When a Values Statement Cannot Stop an API Call
An AI system can cause real harm without any malicious intent. It does not need malice. … When a Values Statement Cannot Stop an API CallRead more
What Is AI Governance Actually Governing?
Moving from policy to control at the moment of action Enterprise AI faces a control problem. … What Is AI Governance Actually Governing?Read more
AI Governance Becomes Real in the Inner Rings
In the first post, I argued that AI governance starts with mandate, risk appetite, and first-line … AI Governance Becomes Real in the Inner RingsRead more
AI Governance Starts With Mandate, Not Monitoring
Most organizations approach AI governance from the inside out. They start with what feels tangible: That … AI Governance Starts With Mandate, Not MonitoringRead more
The Autonomy–Accountability Operating Model – Governing AI at Enterprise Scale
Artificial intelligence governance is entering a structural transition—a tipping point. For years, enterprises governed AI primarily … The Autonomy–Accountability Operating Model – Governing AI at Enterprise ScaleRead more