Fintech, Insurance AI & Algorithmic Regulation

Financial supervision is shifting toward inventories, risk tiering, fairness testing, model-risk controls, operational resilience, third-party dependencies, shadow-AI oversight, human approval, and examination-ready evidence. Agentic insurance and banking use cases are advancing conceptually, but customer behavior, liability, and regulatory constraints remain unresolved.