Risk management is changing. Generative AI can simulate scenarios model complex threat landscapes and surface hidden patterns but these powerful models must be paired with explainable AI so decisions are transparent and auditable. When generative AI meets explainable AI (XAI) organizations get predictive modeling and real time risk analytics that regulators and stakeholders can understand.