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.