Sparrow is a document AI platform that extracts structured data from various document types using ML and Vision LLMs. It provides REST APIs for submitting documents and receiving validated JSON output. The platform includes multi-agent workflow orchestration and decision agents, running entirely on self-hosted infrastructure without external API dependencies.