This article introduces a novel AI‑enabled workflow that leverages a dynamic compliance knowledge graph to simulate real‑world audit scenarios. By generating realistic “what‑if” questionnaires, security and legal teams can anticipate regulator demands, prioritize evidence collection, and continuously improve response accuracy, dramatically cutting turnaround time and audit risk.