Automate the Unautomatable

No-code platform to eliminate manual processes involving unstructured data using the power of LLMs.

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).


AI-powered document processing automation for Insurance

Reduce turnaround times and improve document processing accuracy for a faster and more efficient claims processing and underwriting

Unstract automation use cases for insurance

Enterprises — Welcome to the era of Large Language Models.

LLMs are powerful, but their output is as good as the input you provide. LLMWhisperer is a technology that presents data from complex documents (different designs and formats) to LLMs in a way that they can best understand.

LLM’s human-like understanding is impressive, but its flaws can be critical. LLMeval lets you trust the data by using two independent LLMs, one to extract and the other to evaluate and provide confidence scores.

LLMs are probabilistic and non-deterministic, demanding new metrics and observability systems. Unstract enables monitoring data-LLM interactions throughout your project lifecycle, from development to production.

Integrate in minutes

Automate the furthest nooks of your business

Seamlessly integrate unstructured data workflows with Unstract’s ETL Pipelines or into your existing applications via API Deployments.

ETL Pipelines, but with added magic

Activate, analyze and utilize unstructured data.

Have unstructured data in your data lake or on object storage? Unstract’s ETL Pipeline integrations can help structure unstructured data documents and move data into your data warehouse.

From there, you can transform, analyze and activate data. There’s no need to differentiate between unstructured and structured data anymore.

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Unstructured data in, JSON out

Empower your applications to handle unstructured data.

Enable any app to handle unstructured data without the heavy-lifting of having to deal with LLMs or associated ecosystem tools.

Our API Hub already supports various, common document types. You can add support for custom document formats with the Prompt Studio. No code required


Unstructured Documents to JSON

Structure various common unstructured documents to 3X your efficiency

From Paperwork to Spreadsheets in Seconds

Stop wasting time processing documents manually. Unstract Automation Hub allows you to upload common documents like insurance policies, quotes, reports, or contracts, and our AI will instantly structure the data for you. With a single click, you can download the extracted data as an Excel or CSV file, saving you hours of manual work

Extract data from your documents instantly with our ready-made document APIs

Unstract's pre-built document APIs make it easy to integrate data extraction into your workflows. No need to manage complex technologies like LLMs or vector databases. Choose the document type, POST the document to the Unstract API and get beautifully structured JSON back!

Prompt Studio

A No-code way to extract structured data from any document

Ingest a document once to automate the rest.
  1. Load multiple documents of the same class to ensure you get consistent results for a wide range of documents
  2. Compare results from various triads—the combination of an LLM, embedding model, and a vector database
  3. Trace and debug RAG problems visually
  4. Eval and Observability is built right in
Ingest a document once to automate the rest.
  1. Deploy Workflows as ETL Pipelines if you have data in object storage or a data lake
  2. Deploy as API Endpoints should you need to enable existing applications with the ability to process unstructured data
  3. Have ad-hoc tasks like document classification in mind? We have Task Pipelines for that


A conversation is better than a search.

Finding answers is better than finding documents that might contain answers.

Forget keyword searches! DocDialog lets you ask questions directly of your documents, like you’re having a natural conversation.

Unstract’s DocDialog technology lets users in your organization converse with documents from a wide variety of supported sources. With SSO support, you control who gets access to what. With an intuitive chat interface, there’s nothing new to learn.


Secure and Compliant, Always

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

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Manual processes belong to a pre LLM era. Welcome to the future