Describe a process and watch Flow turn it into a production-grade agent for any demanding use-case. Deterministic where it matters, agentic where it helps. Highly accurate on the emails, attachments and documents.
Worth over $1,000!
Trusted by forward-thinking engineers
From the first page to the final action. Three powerful products turn complex documents into reliable business automation.
Your desire in. Deterministic workflows out.
Turn plain-language instructions into auditable, repeatable workflows. Intelligence where you need it. Predictability where it matters.
Specifications compile to a frozen execution graph. Version, test and audit your workflow, with bounded AI steps inside it.
A set of explorer agents learns the real process alongside an expert, across browsers, SSH and mainframes, then produces a grounded plain-English specification.
This is what differentiates Flow from other platforms. With native nodes for Document Studio and LLMWhisperer, Flow can process documents with very high accuracy. 100+ other connectors and Human-In-the-Loop are also available.
Unlimited document variants. One consistent JSON schema.
Describe what you need in natural language. Turn unstructured documents into trusted, structured data, ready for your applications.
Map different layouts and document formats to one schema with agentic extraction. Use Agentic Prompt Studio and Agentic Table Extractor for complex work.
Bring human reviewers into the loop to validate extractions and resolve exceptions. Pair automation with the oversight your documents need.
Deploy as an API, an ETL pipeline or an MCP server. Enterprise capabilities include SSO, multiple deployments, lookups and cost-saving features.
More than characters. The context an LLM needs.
Make complex documents LLM-ready. Preserve the layout and visual relationships that give every page its meaning.
Keep columns, forms and line items intact. Unicode table borders make dense, borderless tables unambiguous for an LLM.
Turn checkboxes and radio buttons into reliable text. Handle handwriting and correct sideways pages, with support for multiple OCR engines.
Choose layout, text or text-dump extraction. Connect through MCP or CLI, with SaaS and on-premises deployment options.
Watch us map it to Flow.
Too many formats, too many exceptions, too much judgment — the workflows that defeated every tool you’ve tried. Unstract runs them end to end.
Invoices arrive by email, in every layout, with line items running across pages. Flow pulls every line — not just header totals — matches the vendor against your master data, catches duplicates before payment, and posts clean records to your ERP.
A loan file arrives as a stack: bank statements from any bank in any format, pay stubs, W-2s, tax returns. Flow extracts income and cash-flow figures, reconciles deposits against stated income, flags the months that are missing, and writes a credit-memo-ready record into your LOS.
Invoices arrive by email, in every layout, with line items running across pages. Flow pulls every line — not just header totals — matches the vendor against your master data, catches duplicates before payment, and posts clean records to your ERP.
Contracts and amendments come in as PDFs nobody has time to read end to end. Flow extracts the terms that matter — renewal dates, liability caps, indemnities, governing law — checks them against your playbook, and escalates only the clauses that fall outside it.
A prior-auth request is a packet: referral, clinical notes, lab reports, handwritten intake forms. Flow assembles it, extracts exactly what the payer’s criteria require, checks for what’s missing, and routes the request — or the gap — to the right person the same day.
Bring in a person only when you want to: set a confidence threshold, an amount, a document type, or a customer name. Flow routes the case with full context, the person decides, and the agent picks up where it left off. Every handoff is recorded, so you can see exactly where people were needed.
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
