This article explores a fresh approach to compliance automation—using generative AI to transform security questionnaire answers into dynamic, actionable playbooks. By linking real‑time evidence, policy updates, and remediation tasks, organizations can close gaps faster, maintain audit trails, and empower teams with self‑service guidance. The guide covers architecture, workflow, best practices, and a sample Mermaid diagram illustrating the end‑to‑end process.