Human-in-the-loop bridges the gap between automated extraction and flawless data.
Trusted by forward-thinking engineers










Manual checks are time-consuming and error-prone. This leads to incorrect data and causes downstream chaos.
Further errors due to juggling between different tools for review and approval. This causes productivity bottlenecks and delays.
Control who reviews what and ensure sensitive data only reaches authorized eyes. Create custom approval hierarchies or assign domain experts to review specific documents. Your compliance team will thank you.
Send a fixed percentage of documents for review every time your workflow runs. Build conditions based on field values or confidence scores. Ensure your team only reviews edge cases while perfect extractions flow through.
See extracted data side-by-side with source documents. Click to highlight, edit mistakes, and approve with confidence. What used to take hours of context-switching now happens in seconds.
Push data into production databases or queue for on-demand API retrieval. Need more flexibility? Export final results to JSON or CSV. However your system needs it—you get clean, structured data that’s ready to use.








Unstract lets us turn a wide range of document formats into clean, structured data with low integration effort and without compromising on enterprise-grade controls. Its high extraction accuracy paired with clear highlight-based validation speeds up our process a lot!
Lenny Hartman, CTO, Tokenstreet
Improved Operational Efficiency
Lesser Human Touchpoints
Accurate Document Extraction
Unstract adheres to the strict rules and regulations of various compliance authorities. Rest assured, we have policies, systems, and processes to ensure that your data is always safe, secure, and private.
See Unstract in action with walkthroughs of core features and real extraction workflows.
Managed cloud, on-premise, or open-source. Unstract adapts to your infrastructure needs, so choose what works best for you.
Prompt engineering Interface for Document Extraction
Prompt engineering Interface for Document Extraction
Make LLM-extracted data accurate and reliable
Use MCP to integrate Unstract with your existing stack
Control and trust, backed by human verification
Make LLM-extracted data accurate and reliable
Spreadsheet data extraction: Handling multi-tab, multi-format files & more