Page Inspect

Unstract: LLM Powered ETL for Unstructured Data

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-
- Login
- Schedule a Demo
- Start for free

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-
- Login
- Schedule a Demo
- Start for free

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-

Login

Schedule a Demo

Start for free

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-
- Login
- Schedule a Demo
- Start for free

- LLMWhisperer
- Pricing
- Documentation
- Blog
- Webinars
- Slack
-
- Login
- Schedule a Demo
- Start for free

# The platform purpose-built for
LLM-powered unstructured data extraction

# The platform purpose-built for LLM-powered unstructured data extraction

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

Schedule a Demo

Start for free

Unstract is open-source on

Leave us a star

Watch 3-min demo

### Trusted by forward-thinking engineers

## Handle a wide variety of document formats without
manual annotations

Bank statements from 200 different banks? Same form with changes across 50 different states? We’ve got you covered with the power of LLMs.

Explore Prompt Studio

## Give your Agents superpowers

Empower agents to turn complex, real-world ‘human-only’ tasks into fully automated solutions.

Learn more about our n8n integration

## Do differentiating work—pick your battles

Call Unstract APIs and get clean, structured data. Don’t waste your time dealing with document complexities.

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

#### Unstract automation use cases for insurance

- Claims processing →
- Insurance underwriting →
- Insurance Triaging →
- KYC processing and onboarding →

Trust

## We bring trust to
LLM responses

**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

## Go big on scale—
and small on bills

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.

EFFICIENCY

## Go big on scale—
and small on bills

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

EFFICIENCY

## Go big on scale—
and small on bills

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

## Begin your AI driven document processing automation today

Start for free

Schedule a demo

Flexibility

## You’re in full control — flexibility max

Choose the best LLM, Vector DB, Embedding Model and Text Extraction service based on your needs.

AGPL 3.0 LICENSE

## Open-Source

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.

Quick Start

Join us on Slack

## Welcome to Prompt Studio

The prompt engineering environment purpose-built for
structured document data extraction.

###### Build generic prompts at speed

Prompt Studio is an environment designed for prompt engineers to create generic prompts quickly from a small sample of representative documents.

###### Versioning built-in

Stop maintaining prompts in spreadsheets. Test new versions of your prompts thoroughly. Rollback easily should you spot a problem.

###### Multi-LLM support

View and compare responses from and the cost of multiple LLMs side-by-side.

###### Know the cost, comparatively

As you build. keep an eye on how much your extraction is costing you side-by-side comparison for your chosen LLMs.

## LLMWhisperer: Get complex documents
ready for LLM consumption

LLM output is as good as the input you provide it.
The perfect companion service to LLMs, it produces highly optimized output from input documents in a way LLMs are best able to understand.

**A unique layout-preserving mode** 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.

## We help fit unstructured documents into your workflows

###### APIs

Call APIs can structure unstructured
documents from your existing apps.

###### ETL Pipelines

Have unstructured documents in cloud file
storage? Structure them and push to data
warehouses and databases.

## Prefer MCP? We got you covered

#### Unstract MCP Server

Get a standard, structured JSON back
irrespective of the variants.

Learn more

#### LLMWhisperer MCP Server

Prepare documents for easy consumption by agents

Learn more

## 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.

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

Schedule a Demo

Start for free

Open-sourced ETL Platform for Unstructured Data

#### Developers

- Github
- Slack
- Documentation

#### Industries

- Finance
- Insurance

#### Tools

- LLMWhisperer playground
- LLM token calculator
- Bank Statement Extraction API

#### Resources

- Blog
- Youtube

#### Stay in touch

- Twitter
- Linkedin
- Contact us

Privacy policy | Terms of service | DPA | 2025 Zipstack.Inc. All rights reserved.

We use cookies to enhance your browsing experience. By clicking "Accept", you consent to our use of cookies. Read More.

Accept Decline

I consent to the use of following cookies:

Necessary

Marketing

Analytics

Preferences

Unclassified

Cookie Declaration About Cookies

Necessary (0) Marketing (0) Analytics (0) Preferences (0) Unclassified (0)

Necessary cookies help make a website usable by enabling basic functions like page navigation and access to secure areas of the website. The website cannot function properly without these cookies.

We do not use cookies of this type.

Marketing cookies are used to track visitors across websites. The intention is to display ads that are relevant and engaging for the individual user and thereby more valuable for publishers and third party advertisers.

We do not use cookies of this type.

Analytics cookies help website owners to understand how visitors interact with websites by collecting and reporting information anonymously.

We do not use cookies of this type.

Preference cookies enable a website to remember information that changes the way the website behaves or looks, like your preferred language or the region that you are in.

We do not use cookies of this type.

Unclassified cookies are cookies that we are in the process of classifying, together with the providers of individual cookies.

We do not use cookies of this type.