Learn how a self‑service AI compliance assistant can combine Retrieval‑Augmented Generation (RAG) with fine‑grained role‑based access control to deliver secure, accurate, and audit‑ready answers to security questionnaires, reducing manual effort and boosting trust across SaaS organizations.

This article introduces a novel semantic‑graph‑based auto‑linking engine that instantly maps supporting evidence to security questionnaire answers in real time. By leveraging AI‑enhanced knowledge graphs, natural‑language understanding, and event‑driven pipelines, organizations can cut response latency, improve auditability, and maintain a living evidence repository that evolves with policy changes.