Manual security questionnaire processes are slow, error‑prone, and often siloed. This article introduces a privacy‑preserving federated knowledge graph architecture that lets multiple companies share compliance insights securely, boost answer accuracy, and cut response times—all while complying with data‑privacy regulations.

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.