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Amazon Textract vs UiPath IXP comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 18, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Amazon Textract
Ranking in Intelligent Document Processing (IDP)
9th
Average Rating
7.2
Reviews Sentiment
6.1
Number of Reviews
4
Ranking in other categories
No ranking in other categories
UiPath IXP
Ranking in Intelligent Document Processing (IDP)
1st
Average Rating
8.0
Reviews Sentiment
5.1
Number of Reviews
57
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Amazon Textract is 2.3%, down from 4.4% compared to the previous year. The mindshare of UiPath IXP is 6.6%, down from 14.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP) Market Share Distribution
ProductMarket Share (%)
UiPath IXP6.6%
Amazon Textract2.3%
Other91.1%
Intelligent Document Processing (IDP)
 

Featured Reviews

SomdipRoy - PeerSpot reviewer
Solution Architect at Skillnetinc
Have faced limitations due to integration complexity but have processed documents efficiently and reduced manual effort
Bedrock is basically a framework that can manage multiple large language models. Another useful tool is Amazon Textract which extracts text from documents. It helps with compliance because Amazon Textract itself doesn't store anything. When hundreds of documents are uploaded in an S3 bucket, the S3 bucket will store the documents, but Amazon Textract itself doesn't store anything. It pulls the contents of the documents and then passes them on to the next system, making it compliant. It helps in a great way by reducing the load on LLM and reducing the cost.
Gangadhar Wali - PeerSpot reviewer
Founder and COO at InVibes
Pre-trained models work well, but it is very expensive
We have to do manual validation for some of the things due to the OCR engine not being so accurate. For example, S is read as 5, 5 as S, 2 as Z, and Z as 2. In the case of currency, if one dot is missing, it gives a completely incorrect number. These discrepancies should be fixed because if the OCR itself doesn't work properly, then AI doesn't help with that. When AI is used for training models, the AI Center works precisely, but if the data itself is wrong, we can't do anything. If the extraction of data is proper, it definitely helps. However, 20% errors could be reduced if the OCR engine were better. In future updates, I would like to see better handling of issues such as when a dot is missing in currency, for example, with dollars, it should handle that automatically. It's very expensive. If the volume increases, we can't afford to use Document Understanding. We are thinking of moving to another solution because we are expecting 80,000 to 100,000 invoices.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Amazon Textract is superior because it has features that allow you to use analytics or intelligent automation with the OCR; it will automatically identify key and value pairs, so you can use the data easily."
"Amazon Textract was easy to use."
"With the help of Amazon Textract, we are reducing labor and manpower because with just one API call, we can get all the extracted information with its coordinates."
"In a project, I integrated Amazon Textract with Bedrock and passed the extracted document text to the LLM using Bedrock."
"The support is actually very good; I've worked with Azure and Oracle Cloud Infrastructure, but compared to the others, AWS support is excellent."
"Amazon Textract is superior because it has features that allow you to use analytics or intelligent automation with the OCR; it will automatically identify key and value pairs, so you can use the data easily."
"UiPath Document Understanding is user-friendly, with an easy-to-use self-trained model, and the OCR it provides does a good job even with scanned PDFs."
"Invoice processing is the most valuable feature. Most of my customers use Document Understanding for invoice processing. That's one of the most common use cases. Typically, each customer starts their RPA journey with the finance department because that's the area where you can see the most benefit."
"We are working with 40,000 different vendor templates. Document Understanding can understand and process various formats without much manual effort to configure the templates. That wasn't the case when we were using Microsoft."
"UiPath Document Understanding cuts down a lot of order processing time and agents' time, saving both human effort, which in turn translates to better cost efficiency."
"Document Understanding has better machine learning or ML capabilities, and that is why I prefer Document Understanding."
"The entity-level extraction is very good. The workflow is also very good."
"The solution allows us to continue with vendors whose information comes in correctly and to stop the automation for vendors with many items that are not clearly defined."
"Machine learning is the most valuable feature of UiPath Document Understanding."
 

Cons

"Some easy integration with other systems could be improved."
"They should provide an offline solution because in many areas in India and outside, there are clients facing Internet issues."
"The product has not given correct results for me. It was not accurate, especially with handwritten items and documents with pencil marks, which Amazon Textract failed to identify correctly."
"They should provide an offline solution because in many areas in India and outside, there are clients facing Internet issues."
"Some easy integration with other systems could be improved."
"Sometimes the tabular data does not process properly for complex tabular structures or complex tables."
"The results of classifying patient documents within UiPath Document Understanding need to be more accurate."
"The coding machine learning could be a little bit better."
"Sometimes we have challenges when we need to read something like a barcode, so we must use the Cisco algorithm to solve the issue, or I have to ask developers for help specifically to capture this kind of information. There are other processes, such as refunds, that we still must do manually because there is no way to use automation to solve this issue."
"Extending the trial period for UiPath Document Understanding from three to six months would allow organizations to evaluate their capabilities thoroughly."
"One area of improvement for UiPath Document Understanding is the accuracy of handwritten documents. While the solution supports handwritten documents, the accuracy percentage is not as high as desired."
"If the volume increases, we can't afford to use Document Understanding. We are thinking of moving to another solution because we are expecting 80,000 to 100,000 invoices."
"I would like more flexibility in Document Understanding's validation center."
"There could be a feature similar to ChatGPT where when you ask about a document, you get an answer about what is there in that document. If possible, this kind of feature can be incorporated so that you do not need to open a file and take the value. It should directly detect that instead of opening and validating the document. Such a feature will speed up the process."
 

Pricing and Cost Advice

Information not available
"UiPath is a pricey tool for small customers."
"UiPath Document Understanding compared to the competitors is high."
"Our clients are concerned about the volume-based pricing model, as UiPath charges more than other vendors in the market."
"UiPath Document Understanding is priced high compared to its competition."
"UiPath Document Understanding carries a premium price tag, but its current technological capabilities may not yet fully justify the cost."
"For the licensing part, in our company, we initially started off with a monthly plan, but yearly plans are also there. Cost-wise, UiPath Document Understanding is good since it provides flexibility in its pricing."
"One of the biggest challenges we face with UiPath is the pricing structure."
"I have only been using its free version."
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Top Industries

By visitors reading reviews
Financial Services Firm
35%
Manufacturing Company
10%
Computer Software Company
8%
Insurance Company
5%
Financial Services Firm
17%
Computer Software Company
12%
Manufacturing Company
8%
Real Estate/Law Firm
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business19
Midsize Enterprise11
Large Enterprise26
 

Questions from the Community

What is your experience regarding pricing and costs for Amazon Textract?
Organizations typically build the CI/CD pipeline. The main application could be hosted anywhere - it could be hosted on a machine, EC2, or it could be containerized. Some organizations do manual de...
What needs improvement with Amazon Textract?
Some easy integration with other systems could be improved.
What is your primary use case for Amazon Textract?
In an organization with an opening for a developer position, the organization receives hundreds of resumes. Instead of manually evaluating those resumes, Amazon Textract can be used to pull the con...
What do you like most about UiPath Document Understanding?
The solution allows us to continue with vendors whose information comes in correctly and to stop the automation for vendors with many items that are not clearly defined.
What is your experience regarding pricing and costs for UiPath Document Understanding?
Both UiPath and Blue Prism are expensive. Customers are trying to move to some other Agentic space because of high pricing, so the new initiatives are put on hold, and they're looking for alternati...
What needs improvement with UiPath Document Understanding?
The challenge is more on handwriting and language-specific document extraction. There is some room for improvement when it comes to understanding handwriting. Document Understanding at the current ...
 

Comparisons

 

Overview

 

Sample Customers

Cambia, Change Healthcare, ClearDATA
Information Not Available
Find out what your peers are saying about Amazon Textract vs. UiPath IXP and other solutions. Updated: December 2025.
881,707 professionals have used our research since 2012.