Unstract Reviews & Product Details

Unstract is an Agentic Document Intelligence platform that helps automate complex workflows which currently requires humans to process. Unstract consistently and accurately maps complex documents (with unlimited variants) into a single JSON schema - helping supercharge downstream workflows and agentic automations. Unstract features a purpose-built environment, Prompt Studio, for JSON schema mapping. The platform also supports various connectors to systems like n8n or MCP servers to enable real-world agentic workflows. Mapping and structuring can also be done through API calls or ETL pipelines, enabling wide-ranging and easy integration. Key Features & Benefits - Prompt Studio: Purpose-built, no-code environment to map unlimited variants to a single JSON schema through prompt engineering. - LLMChallenge: A powerful LLM-as-a-judge implementation that avoids hallucinations and increases accuracy for high-impact agents. It employs two LLMs that need to arrive at a consensus for any mapping value to be accepted. - SinglePass and Summarized Extraction: Cost optimization technologies built to reduce token usage by 5-10x. - Human-in-the-Loop: Designate and loop in reviewers and approvers into the feedback cycle to minimize errors and reduce operational oversight. - API Hub: Plug-and-play, prebuilt APIs for instant document data extraction - without the lengthy development cycles. - Source Document Highlighting: Technology using which the system scrolls to the right location of the source documents and highlights the portions from where the LLM has extracted the data. With Unstract, companies have realized: -> 99.9% accurate document extraction -> 80% Lesser Human Touchpoints -> 90%+ Straight-Through Processing -> 20x Boost in Operational Efficiency -> 100% Document Context Maintained -> 90% Reduction in Prompt Maintenance All with a platform Enterprise-Grade, out-of-the-box: with SOC 2 Type II, ISO 27001, GDPR and HIPAA compliances.

Seller

Unstract

Discussions

Unstract Community

Languages Supported

English

Overview by

Adithya Siva

Pricing

Pricing provided by Unstract.

Starter

$499.00

Per Month

Growth

$2,249.00

Per Month

View More Pricing Information

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Unstract Integrations

(9)

Integration information sourced from real user reviews.

Unstract Media

Test your prompts for any use-case: small, big, simple, or complex.

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Unstract Demo - From Unstructured to Structured Data

Call Unstract APIs and get clean, structured data. Say goodbye to grunt work involved in handling complex documents.

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Balu P.

Data analyst

Small-Business (50 or fewer emp.)

1/21/2026

"Best-in-Class Accuracy for Extracting Data from Invoices, Documents & Images"

4.5/5

What do you like best about Unstract?

Actually we need a process that can identify the information by extracting the data from the invoices, income statements and other misc. bills, now we had created a n8n workflow and we have integrated the Unstract in it and its really a good tool.

From documents and images where the information is hard to find it easily extracted accurate information. we can map what fields can be extracted and where they can be stored and so on.... Its accuracy is one of the best in market. Actually its easy to use and implement solutions using this tool.

Generally, before we have this workflow in place, we used to manually struggle with the numbers and information extraction, this tool makes all that hassle go away.

Set it up once and it runs as per the data schedules set and the frequency with which you would have the up to date information is no longer a bottleneck.

n8n integration is such a beautiful thing for this tool. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

Actually to be honest, there is a little bit of learning curve, But if its fruitful we cant really keep that in negatives.

I'm having a very positive experience with the tool.

If you could add quick "How to ?" tutorials as examples for couple of industry use cases would be helpful. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

We needed a process that could identify key information by extracting data from invoices, income statements, and other miscellaneous bills. Before we had this workflow in place.

We were manually struggling with the numbers and the information extraction. This tool makes that hassle go away. We can map which fields should be extracted, where they should be stored, and how everything should flow from there.

This mechanism alone saves literally multiple hours in a week.

Approx Hours Saved

Per Month: 65 hours

Per Year: 780 hours Review collected by and hosted on G2.com.

Parth .

ML Engineer

Mid-Market (51-1000 emp.)

1/29/2026

"No-Code Document Automation That Saves Time and Streamlines Extraction"

4/5

What do you like best about Unstract?

really appreciate how Unstract automates complex document processing without requiring coding, turning unstructured data into structured formats quickly and accurately. The no-code platform and intuitive workflow make it accessible for non-technical users, saving our team significant time on manual data extraction. Its AI-powered capabilities handle diverse document types and layouts efficiently, which has streamlined several internal processes. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

Performance during bulk extractions with very large files can be slower than expected at times. A few advanced features like enhanced error notifications and version control could be stronger. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

We use Unstract primarily for automating document ingestion and extraction tasks across various unstructured file types such as PDFs and images. It powers workflows where we need reliable data extraction, validation, and integration into structured systems like databases or spreadsheets. We also leverage deployed ETL pipelines and APIs to feed structured results into our internal applications. Review collected by and hosted on G2.com.

Bhushan P.

Founder & CEO

Small-Business (50 or fewer emp.)

12/16/2025

"Unmatched Accuracy and Effortless Automation"

5/5

What do you like best about Unstract?

The accuracy is the biggest selling point for us. We were spending hours manually correcting data from invoices and contracts, but Unstract has automated 90% of that workflow. It effectively handles complex tables and messy PDFs that other tools failed to process. The setup was quick, and we saw value almost immediately. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

I don’t have many complaints, but I do wish the processing speeds were faster when working with very large files, such as those over 50 pages. At the moment, it takes a bit of time to process them, although the high level of accuracy does make the wait worthwhile. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

This tool has greatly streamlined our operations by removing the need for manual copying and pasting. We can now rely on the quality of our data, and our team is able to dedicate more time to high-value tasks instead of data entry. It effectively bridges the gap between static PDFs and actionable database records. Review collected by and hosted on G2.com.

Dhiraj T.

Software Developer

Small-Business (50 or fewer emp.)

12/7/2025

"Simple Yet Powerful Data Extraction Platform"

3.5/5

What do you like best about Unstract?

Unstract is a good, simple, and easy-to-use platform. The support team is also great and always available to help. The accuracy of the OCR is excellent, and overall, the interface is simple, clean, and customer-friendly. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

I think Unstract could improve by adding collaboration features for organizations that would help developers collaborate better on the platform. Also, the reliability of the platform could be slightly increased so that end customers experience seamless, uninterrupted service. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

Unstract helps us extract valuable structured data from large, unstructured insurance documents and build automated pipelines on top of it. Instead of manually sifting through complex PDFs and lengthy policy files, we can now quickly pull out the specific information we need - whether that's policy terms, coverage details, or claim data - and feed it directly into our workflows. This has significantly improved our efficiency and data accuracy while freeing up our team to focus on higher-value tasks. Review collected by and hosted on G2.com.

Murugan R.

Solutions Architect

Small-Business (50 or fewer emp.)

11/8/2025

"Flexible Design and Custom LLM Integration Stand Out"

4/5

What do you like best about Unstract?

Product design and flexibility of bringing own LLMs, Ease of use and quickly gone Live. The problem that we were looking for solving was mainly parsing a large set of PDFs from many different carriers. The tool that we were using before was expecting to train each version whenever we need to add a new carrier commission statement format. We got rid of that problem using Unstract where it just needs few prompting adjustments (if needed). The turn around time to add a new commission statement for a carrier was more than 2 days but now its within mins/secs. Right now ther are more than 100+ carrier statement formats getting parsed daily without much human intervention. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

1) More logs; For ex; when a file fails parsing due to a reason, we (as admin) are not getting notified.

2) Notification; About errors can be improved; same as above

3) Support for direct JavaScript calls; There are some use cases in Salesforce integration that we do now has spme restrictions in sending large files due to Salesforce governor limits. So if uploading from browser is allowed, this cannot be an isssue in Salesforce integrations. Review collected by and hosted on G2.com.

JITENDRA S.

Finance and Ops Associate

Information Technology and Services

Mid-Market (51-1000 emp.)

10/14/2025

"Transforms unstructured data into usable insights with ease"

4.5/5

What do you like best about Unstract?

Unstract makes it surprisingly easy to extract information from messy, unstructured documents. I appreciate its dual-model (LLMChallenge) approach for verifying results, which makes the output feel more reliable than what I’ve experienced with most AI tools. The interface is straightforward, and features like Prompt Studio and SinglePass extraction have saved me a lot of time. I also value how seamlessly it integrates with other platforms, without requiring complex technical setup. Overall, Unstract has truly streamlined the way we manage document and data processing. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

There isn’t much to criticize overall, though with particularly unique or unusual document layouts, the extraction process sometimes overlooks a field or two. I would also appreciate having more options to customize the dashboard UI, as well as improved speed when handling bulk extractions. However, these are relatively minor concerns and do not impact the product’s everyday usefulness. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

Unstract has made it much easier for us to convert unstructured documents—such as invoices, contracts, and reports—into organized, usable data, eliminating the need to spend hours manually sorting through them. Previously, we depended on manual data entry or basic OCR tools, which often proved unreliable. Now, with Unstract, we are able to automate the majority of this process and receive structured outputs that integrate directly with our internal systems. This not only saves us a significant amount of time but also reduces errors and provides our team with quicker access to accurate information for analysis and reporting. Review collected by and hosted on G2.com.

Verified User in Insurance

Small-Business (50 or fewer emp.)

12/11/2025

"Reliable young platform with great support and improving rapidly"

4/5

What do you like best about Unstract?

Unstract makes working with unstructured documents much easier. It handles PDFs, scans, and mixed layouts well, and the combination of LLMWhisperer and Prompt Studio helps produce consistent and accurate extractions. I like that the platform is flexible without being complicated, and the support team is genuinely responsive. They’re transparent about issues, share RCAs, and are always open to feedback, which is refreshing for a young startup. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

The platform occasionally experiences downtime or minor drops in performance. While these interruptions are usually brief, they are noticeable if you use the service every day. Some of the advanced prompt-engineering features also require a bit of experimentation to get them working just right. Overall, the product is making rapid progress, but there is still room for improvement when it comes to stability and refinement. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

Unstract eliminates the need for manual reading and processing of various document types. Rather than depending on unreliable OCR or custom scripts, it uses LLMs to automate the whole workflow. This approach not only saves time and minimizes errors but also makes it much easier to scale document processing without having to increase headcount.

Out customers are able to submit insurance Applications to us faster than before, by only sharing structured and unstructured documents for Unstract to process. Review collected by and hosted on G2.com.

Christopher V.

Senior Director, Solutions Consulting

Mid-Market (51-1000 emp.)

8/30/2025

"Great Tools for Productivity"

4/5

What do you like best about Unstract?

The Unstract team has been fantastic at analyzing our manual use cases and providing solutions to convert into AI teammates. This output has allowed us to cut down the time required to complete tasks that we complete multiple times again, while ensuring consistency across our decisions. Throughout the process, we have provided feedback to the team to improve the strength of responses, and it has been quickly incorporated. This gives me confidence as our approach is consistently changing over time, and we need the ability for our tools to adapt as well. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

At the moment, our approach is frequently adjusting, and Unstract is keeping up with the pace! Review collected by and hosted on G2.com.

Verified User in Computer Software

Mid-Market (51-1000 emp.)

12/17/2025

"Flexible Workflows and Outstanding Support Make Unstract Stand Out"

4.5/5

What do you like best about Unstract?

Setting up the workflow and defining schema with very flexible prompts rather than rigid schemas.

Customer support and fast implementation of necessary features requested.

OCR capabilities to identify superscripts and subscripts. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

Unstract does not offer version control or version control integrations to versions prompts, workflows, etc.

Support for new models is slightly slow.

Complex table structures are not captured accurately and schemas like markdown instead of raw view might be more helpful for extraction. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

OCR capabilities, easily defining schemas to extract data from unstructured documents to structured, known data structures to integrate into application for automated configuration, automation testing data extraction and integration, and data transformation for downstream processes from sem-structured documents. Review collected by and hosted on G2.com.

Henry B.

Director

Small-Business (50 or fewer emp.)

9/29/2025

"Fast, reliable document data extraction with minimal setup"

4.5/5

What do you like best about Unstract?

Unstract makes it very easy to extract structured data from complex insurance and property documents. The integrated parsing + LLM step is quick and saves time compared to stitching together multiple tools. The Prompt studio is a great way to refine prompts and test different LLMs before deployment. We are deploying via n8n, which was relatively straightforward to integrate. All in all, it is easy to use and does not require technical skills. The support team have been very responsive. Review collected by and hosted on G2.com.

What do you dislike about Unstract?

Documentation could be improved, however the support team are very responsive on slack. Review collected by and hosted on G2.com.

What problems is Unstract solving and how is that benefiting you?

Unstract solves the challenge of turning unstructured insurance and property documents into structured, reliable data without building a complex workflow. It removes the need for separate parsing and LLM steps, cutting processing time and reducing errors. This has helped me prototype my platform much faster and focus on product features rather than prompt engineering. Review collected by and hosted on G2.com.