Unstract

Unstract is an open-source, no-code platform that extracts structured data from unstructured documents using LLMs, solving the problem of manual data entry and error-prone extraction. It targets developers, data teams, and operations teams in enterprises across industries like finance, healthcare, and insurance. The platform offers flexible deployment options including managed cloud, on-premise, or open-source, and is document-agnostic, working without prior training or templates.

Key features

• Prompt engineering interface for document extraction
• Agentic Prompt Studio builds schema and prompts
• LLMChallenge validates extraction accuracy
• Unstract MCP Server integrates with existing stack
• Human in the Loop verification
• Single Pass & Summarized Extraction
• Table Extraction API
• PDF Splitter API
• Invoice extraction API
• Bank statement API
• Purchase Order Extraction API
• Bill of Lading Extraction API
• Document-agnostic extraction without templates