This article explores the emerging practice of AI‑driven compliance heatmaps that translate security questionnaire responses into intuitive visual risk maps. It covers the data pipeline, integration with platforms like Procurize, practical implementation steps, and the business impact of turning dense compliance information into actionable, color‑coded insights for security, legal, and product teams.

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.