Explainable AI for Regulatory Audits: A Data-Centric Approach to Model Transparency in Financial Institutions

Introduction In an era where financial institutions rely extensively on artificial intelligence (AI) to make credit, investment, and compliance decisions, the issue of explainability has become central. Regulatory bodies such as the U.S. Federal Rese...