The easiest way to parse, structure, and automate document extraction. Production-grade document processing powered by LLMs, built for accuracy, scale, and compliance.
Trusted by forward-thinking engineers
EXTRACTION
Bank statements from 200 different banks? Same form with changes across 50 different states? We’ve got you covered with the power of LLMs.
DEPLOYMENT
Call Unstract APIs and get clean, structured data. Don’t waste your time dealing with document complexities.
Trust
NULL is better than wrong: Unstract’s LLMChallenge uses two separate LLMs to extract and challenge, always giving you the right value or no value at all.
Say goodbye to hallucinations: Since LLMChallenge uses two LLMs to arrive at a consensus before an extracted field value is returned, hallucinations are caught and discarded early in the process.
Efficiency
Reduce token usage by up to 7x—powered by LLMs!
SinglePass Extraction: Read all your field extraction prompts to construct a large, single prompt.
Summarized Extraction: Automatically constructs an extremely compact version of the input document.
Flexibility
Choose the best LLM, Vector DB, Embedding Model and Text Extraction service based on your needs.
Have unstructured documents in cloud file storage? Structure them and push to data warehouses and databases.
Start turning unstructured documents into reliable, actionable data.
Agentic Prompt Studio
Agentic Prompt Studio uses multi-agent pipelines to define schemas, generate extraction prompts, and validate accuracy across your documents.
AGPL 3.0 LICENSE
Unstract is an open-source, no-code platform that lets you automate document processing workflows at any scale. Unstract leverages cutting-edge AI to surpass the current capabilities of IDP Intelligent Document Processing and RPA Robotic Process Automation.
LLMWhisperer
Agentic Prompt Studio uses multi-agent pipelines to define schemas, generate extraction prompts, and validate accuracy across your documents.
A unique layout-preserving model lets LLMs understand multi-column layouts, forms and tables.
State-of-the-art handwritten text detection means you can process challenging documents with ease.
Checkbox and radio button detection means you can process forms easily.
Can deal with scanned PDFs and smartphone camera -captured documents with high fidelity.
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.
LLMWhisperer
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
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
