This article explains a novel intent‑based AI routing engine that automatically directs each security questionnaire item to the most suitable subject‑matter expert (SME) in real time. By combining natural‑language intent detection, a dynamic knowledge graph, and a micro‑service orchestration layer, organizations can eliminate bottlenecks, improve answer accuracy, and achieve measurable reductions in questionnaire turnaround time.