Unlocking Insights: AI/ML Applications in Regulatory Reporting for US Banks

Abstract

This paper explores the applications of Artificial Intelligence (AI) and Machine Learning (ML) in regulatory reporting for banks in the United States. As banks grapple with increasing regulatory requirements, AI and ML technologies offer opportunities to streamline reporting processes, improve accuracy, and unlock valuable insights from vast amounts of financial data. By leveraging AI/ML techniques, banks can enhance regulatory compliance while optimizing resource allocation and decision-making. This paper examines key AI/ML applications in regulatory reporting, discusses their benefits and challenges, and highlights the implications for banks and regulators alike.