Discover how an Explainable AI Coach can transform the way security teams tackle vendor questionnaires. By combining conversational LLMs, real‑time evidence retrieval, confidence scoring, and transparent reasoning, the coach reduces turnaround time, boosts answer accuracy, and keeps audits auditable.

This article explores a novel AI‑driven engine that combines graph neural networks (GNNs) with explainable AI to compute and attribute real‑time trust scores for vendors. By ingesting dynamic knowledge graphs, the system delivers instant, context‑aware risk insights while providing clear, human‑readable explanations that satisfy auditors, security teams, and compliance officers.