This article introduces a novel AI‑driven architecture that fuses real‑time compliance monitoring with business process mining, delivering an interactive risk heatmap that highlights policy drift, process anomalies, and emerging regulatory threats, enabling security teams to act instantly and maintain continuous compliance across complex SaaS environments.

This article introduces a novel AI‑driven risk heatmap that continuously evaluates vendor questionnaire data, highlights high‑impact items, and routes them to the right owners in real time. By combining contextual risk scoring, knowledge‑graph enrichment, and generative AI summarisation, organisations can reduce turnaround time, improve answer accuracy, and make smarter risk decisions across the compliance lifecycle.