This article explores a new AI‑powered approach called Contextual Evidence Synthesis (CES). CES automatically gathers, enriches, and assembles evidence from multiple sources—policy docs, audit reports, and external intel—into a coherent, auditable answer for security questionnaires. By combining knowledge‑graph reasoning, retrieval‑augmented generation, and fine‑tuned validation, CES delivers real‑time, precise responses while maintaining a full change‑log for compliance teams.

This article explores a novel approach that combines federated learning with multi‑modal AI to automatically extract evidence from documents, screenshots, and logs, delivering accurate, real‑time answers to security questionnaires. Discover the architecture, workflow, and benefits for compliance teams using the Procurize platform.