Banking’s Autonomous Risk
By Stanley Epstein - The emerging operational, financial, and governance risks of autonomous AI agents in modern banking systems Introduction Artificial intelligence has long been part of banking operations. Fraud detection, credit scoring, and anti-money laundering systems have relied on machine learning models for years. But a new phase is emerging. Banks are beginning to deploy AI agents —autonomous or semi-autonomous systems capable of planning tasks, executing transactions, interacting with external tools, and making operational decisions with limited human oversight. This shift from passive analytics to agentic AI introduces profound efficiency gains. At the same time, it expands the risk landscape in ways that traditional governance frameworks were never designed to handle. Regulators and central banks are increasingly paying attention. The transformation is not simply technological. It raises questions about liability, systemic stability, operational resilience, and trus...