VLM Run is the Unified Gateway for Visual AI, an end-to-end platform that enables enterprises to process and extract structured JSON from images, videos, and documents using Vision Language Models (VLMs). It provides a unified API for structured outputs, fine-tuning, scalable inference, and private deployments, designed for developers and agentic AI with pre-built schemas for industries like healthcare, finance, construction, and legal.