This article unveils a novel architecture that blends large language models, streaming regulatory feeds, and adaptive evidence summarization into a real‑time trust‑score engine. Readers will explore the data pipeline, the scoring algorithm, integration patterns with Procurize, and practical guidance for deploying a compliant, auditable solution that slashes questionnaire turnaround time while boosting accuracy.