This article introduces a novel approach to secure AI‑driven security questionnaire automation in multi‑tenant environments. By combining privacy‑preserving prompt tuning, differential privacy, and role‑based access controls, teams can generate accurate, compliant answers while safeguarding each tenant’s proprietary data. Learn the technical architecture, implementation steps, and best‑practice guidelines for deploying this solution at scale.