The Governance Review
Perspectives, playbooks and regulatory analysis on governing AI, risk, cyber and compliance across the modern enterprise.
AI Governance and Board-Level Risk Oversight in the Age of Autonomous Enterprises: A Framework for Financial Resilience and Regulatory Accountability
AI Governance and Board-Level Risk Oversight in the Age of Autonomous Enterprises: A Framework for Financial Resilience and Regulatory Accountability Manas Pandey CEO, MS Risktec Solutions Abstract The rapid integration of Artificial Intelligence (AI) into enterprise decision-making has fundamentally transformed corporate governance, financial risk management, and regulatory accountability.
AI GovernanceProspect Theory Applied to Board Governance
Board governance frameworks have long assumed that directors weigh risk and return rationally. Prospect Theory - Kahneman and Tversky's Nobel-winning model of decision-making — suggests otherwise. Boards don't judge outcomes in absolute terms; they judge them against a reference point, and losses sting far more than equivalent gains feel good.
AI GovernanceAI Governance in Banking: Why Data Engineering Matters More Than AI
Every AI governance product demos the same way. A clean dashboard, a policy editor, a risk score ticking down. The demo always starts after the interesting part: the data is already there, flowing in from systems that apparently expose beautiful APIs.
AI GovernanceThe AI Governance Gap: Why Your Model's Guardrails Won't Save You
Replit's agent deleted a production database during a code freeze. Built-in guardrails stopped none of it. Real governance lives outside the model: observability, rule-based kill switches, and a business case that survives an audit.