Episode 189 digs into the operational shift from periodic financial audits to continuous, AI-driven monitoring. We examine how major banks are replacing annual compliance checks with real-time anomaly detection systems that flag discrepancies before they become material losses. Lucas and Luna discuss the specific mechanics of these digital auditors, the reduction in false positives through machine learning, and the cultural friction within legacy finance teams. This episode covers the practical implementation of automated controls, the role of explainable AI in regulatory reporting, and why the traditional separation of duties is becoming obsolete in high-frequency trading environments.