Retab is an end-to-end platform that turns PDFs, emails, images, and spreadsheets into reliable, structured data workflows. It combines schemas, citations, confidence scores, and optional human review to automate challenging document processes in industries like insurance, finance, and healthcare. The platform offers documentation, a CLI, SDKs, an MCP server for agents, and open-source components including k-LLMs and UI elements for document workflows.
End-to-end is a Business & Operations product. Manually processing and extracting reliable structured data from complex, unstructured business documents at scale. It is built as a B2B product for insurance, finance, and healthcare operations teams. End-to-end follows a freemium model. The product ships for the web, the command line, and API, and it can be self-hosted.
Behind End-to-end is Retab, and the product first shipped in 2025. Development happens publicly on GitHub with 45 stars and 655 commits in the last 90 days. Key capabilities include Document Automation, Schema Extraction, and Confidence Scoring. It exposes integrations via a public API and an MCP server.
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