Multi‑modal large language models (LLMs) can read, interpret, and synthesize visual artifacts—diagrams, screenshots, compliance dashboards—turning them into audit‑ready evidence. This article explains the technology stack, workflow integration, security considerations, and real‑world ROI of using multi‑modal AI to automate visual evidence generation for security questionnaires.