Agentic document-processing platform that extracts structured data from unstructured files like invoices and bank statements using LLMs.
What it does
Unstract is an LLM-powered platform for turning unstructured documents such as invoices, bank statements, and contracts into structured data without templates or manual annotation. It includes a Prompt Studio for building extraction schemas, an LLMChallenge feature that cross-checks two models to reduce hallucinations, and options for cloud, on-premise, or open-source deployment.
Core features
Prompt Studio for building and validating extraction schemas
LLMChallenge dual-LLM consensus check to reduce hallucinated fields
Human-in-the-loop verification workflow
Single-pass and summarized extraction to cut token usage
MCP server for integrating with existing AI stacks
Pre-built APIs for tables, invoices, bank statements, and purchase orders
ETL connectors and n8n integration for automation
Best for
→Insurance teams automating claims processing and underwriting intake
→Finance teams extracting data from bank statements and invoices
→Lending and KYC teams processing loan and identity documents
→Developers building document-extraction pipelines via API
Pricing
Starter
$499/month
Growth
$2249/month
Native Text
$199/month
Reviews
Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.
Tutorials
Step-by-step: exactly how to get things done with it.