Learn how Procurize’s new Dynamic Evidence Timeline Engine uses a real‑time knowledge graph to stitch together policy fragments, audit trails, and regulatory references, delivering instant, auditable answers to security questionnaires while eliminating manual stitching and version‑control errors.

This article explores a fresh approach to security‑questionnaire automation: an interactive, Mermaid‑styled evidence provenance dashboard. By marrying AI‑generated answers with a live knowledge‑graph visualisation, teams gain instant insight into where each piece of evidence originates, how it evolves, and who approved it—reducing audit friction, improving compliance confidence, and accelerating vendor risk decisions.