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Grooper vs UiPath IXP comparison

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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

Automation Anywhere
Sponsored
Ranking in Intelligent Document Processing (IDP)
1st
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
665
Ranking in other categories
Business Process Management (BPM) (2nd), Robotic Process Automation (RPA) (2nd), Process Mining (1st), Agentic Automation (1st), Business Orchestration and Automation Technologies (2nd), AI Legal & Compliance (1st), AI Finance & Accounting (2nd), AI Procurement & Supply Chain (1st)
Grooper
Ranking in Intelligent Document Processing (IDP)
24th
Average Rating
8.6
Number of Reviews
4
Ranking in other categories
No ranking in other categories
UiPath IXP
Ranking in Intelligent Document Processing (IDP)
2nd
Average Rating
8.0
Reviews Sentiment
5.2
Number of Reviews
57
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Automation Anywhere is 3.4%, down from 3.6% compared to the previous year. The mindshare of Grooper is 1.2%, up from 0.6% compared to the previous year. The mindshare of UiPath IXP is 4.5%, down from 11.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP) Mindshare Distribution
ProductMindshare (%)
Automation Anywhere3.4%
UiPath IXP4.5%
Grooper1.2%
Other90.9%
Intelligent Document Processing (IDP)
 

Featured Reviews

Venkat Sivaprakash - PeerSpot reviewer
Management Consultant at Accenture
Has significantly improved document-driven workflows and reduced processing time across finance and HR functions
Automation Anywhere has evolved significantly and upgraded itself to provide agentic AI and AI-based automation solutions for document automation. The product has matured considerably over time. We can create workflows that can call an API. We can include prompts in particular workflows for ChatGPT-related functions, connecting to an LLM and RAG to perform tasks. For document automation, modern features are available to train documents, ensuring high accuracy and repeatability over time. The system is very easy to use. I recently completed a course in document automation, typically designed for people involved in coding and technical aspects. Though I understand coding comprehensively, I don't do actual coding. The course was very accessible. Currently, extensive coding isn't necessary due to the hybrid model incorporating GenAI aspects, low-code, no-code capabilities, APIs, and numerous pre-built objects in Automation Anywhere. The features include GenAI-driven prompting methods and workflow creation capabilities. In these workflows, we can create decision boxes and call APIs without coding. We simply pull objects, drop them, connect them, and add minimal coding when needed. The most crucial aspect isn't coding but rather sizing the automation and fleshing out the details. Automation Co-pilot takes notes and performs automated analysis. It can extract details from videos, summarize conversations, and provide detailed information. During calls, it identifies instructions and performs tasks such as preparing reports and reconciliation. Automation Anywhere can also connect with Microsoft Co-pilot. Through Co-pilot, real-time operations can be executed, allowing direct interaction between vendors and automation through this component.
it_user1552698 - PeerSpot reviewer
President and COO at a computer software company with 51-200 employees
Good data ingestion and classification capabilities, supports various media types and formats, and the interface is easy to use
Currently, we're still using version 2-7-2, and now they're about to do the beta release on their version 2021. In this coming version, we expect that some of our issues will be fixed. We've had challenges in classification tasks where similar documents were flagged as multiple matches. The system would identify them and say, "Hey, I think I've got multiple matches. It could either be this one or that one." Because of that, it required us to instruct the system to either leave it unclassified, or we had to halt the process for somebody to look at it. With the new version for 2021, they have changed the paradigm. As it is now, we're using something called a form type, where pages within the document are referenced using a specific page number. For example, in a ten-page document, you might refer to information specifically on the first or fifth page. In the new paradigm, there is a first, middle, and last page concept, as opposed to having the different form types with all of the different pages. What they're telling me is that it's going to make the classification more accurate. Just because the first page of two different documents looks the same, they will not be considered duplicates. Having multiple points of reference will now allow it to better distinguish them. The other area we have had challenges with is table extractions, where if the data headers were not defined, or the tables did not have descriptions for the columns. My understanding is that in the 2021 version, they've now shown that they're handling that. Again, we don't have it and haven't been able to test it, but it's coming. Technical support is definitely an area that they need improvement in, in terms of the front-line individuals.
reviewer2886744 - PeerSpot reviewer
Consultant at a outsourcing company with 201-500 employees
Automation has transformed invoice extraction and has reduced manual processing time dramatically
When it comes to improvements in UiPath IXP, there is a challenge with different languages, particularly Arabic invoices or handwritten ones, where there is some mismatch or difference in extraction. This could be improved. For instance, if there is a "Z" available on the screen, it may be identified as "2." Improvements in these two areas from the extraction point of view are necessary, along with considerations regarding pricing levels. In terms of support, UiPath is performing very well. Whenever we require assistance from UiPath, it has been positive. However, I would suggest that there is room for improvement in identifying complex different layout invoices, particularly for handwritten text, since there is potential for improvement in that area.

Quotes from Members

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

Pros

"We have automated a few processes, which take four to five hours to do manually, and when we automated these processes that time became less than one hour with RPA."
"The tool is a huge time saver. If I want to do something manually, it will take half an hour, but the bot can do the task within minute or seconds. In a day, month, or year, this will be a huge amount of time for me. A reduction to a fraction of seconds will be a big impact."
"Automation Anywhere includes IQ Bots. So, IQ Bots is the key part of Automation Anywhere. You can work on any type of PDF, images, invoices, or billing things in any company. You can just upload it and extract the data, then use it as you require. It is a key part of Automation Anywhere: the best part."
"The most valuable feature of Automation Anywhere is the automation that frees up time for our employees to engage with customers."
"The Automation Anywhere automation tool is user-friendly, especially compared to UiPath and Blue Prism."
"The ease of use for the end user and the very low complexity in trying to build a bot are the big factors for us. We are able to work on a project, identify a use case, come up with a design spec, and execute and build a bot within a span of six to eight weeks. In nine to ten weeks, we are able to go live, which reduced complexity. Once we go live, the user interface and the user experience are extremely good."
"The valuable features that I see for automation with enterprise RPA are IQ Bot and Bot Insights."
"Earlier users were converting the unstructured data from the PDF into the structured format to process the task but now, this activity is replaced by IQ Bot."
"Grooper processes difficult sorts of data and unstructured or semi-structured content very well. It's probably one of the better solutions I've seen compared to other solutions I've seen out there. It does a lot more things like segmentation extraction. It does it a lot better. Grooper has more focus on these types of freeform documents where other solutions are very generic and this is a little more elaborate in what they've done. I think they take it to the next level of extracting freeform data."
"The user interface is easy to use, and the flexibility is noteworthy."
"With Grooper, the old archive of information can be obtained with the models we built."
"Lexicons where the key vocabulary can be inputted it is very helpful."
"Using Grooper has sped up our data entry process between two and eight times, depending on the exact process."
"In certain types of jobs, I would estimate that using Grooper saves us 70% of the time it normally takes to complete it."
"So now we're doing stuff that takes literally minutes, or even sometimes seconds, and we've reduced the labor by a hundredfold."
"There are many options and customizations that you can make to each individual extractor that allows you to tweak it for exactly what you need."
"Pre-trained models are valuable, and they work well."
"UiPath Document Understanding produces a high accuracy rate of 98 percent."
"The quality of the input documents is crucial because sometimes healthcare providers prefer automated processing rather than human review."
"The entity-level extraction is very good. The workflow is also very good."
"The best feature, in my opinion, is, we can train the document using a machine-learning classifier."
"UiPath Document Understanding offers multiple types of extractors, which we can use to extract information from documents in a variety of ways."
"One of the most valuable features is the intelligent recognition of the fields. The algorithm is able to recognize them based on the pattern. Also, the machine learning model enables you to use predefined solutions. The machine-learning capabilities of the solution are very cool."
"The solution removes manual processes and reduces human dependency. It takes a lot of effort to go through each physical mail or email, extract the data and transfer it to Excel. However, the solution automates the process and works 24/7. The tool gives a complete package to process and understand documents. The valuable features include taxonomy modification, classification, workstation, etc. There are out-of-the-box features like ML models which you can custom build. We have saved time with UiPath Document Understanding. We have seen a 50 percent improvement in scanning processes. Compared to humans, the tool runs 24/7. The human error rate has also been reduced. Our human error rate is five percent now compared to the previous 15 percent. UiPath Document Understanding has also freed up our staff who now spend more time on critical tasks."
 

Cons

"They have done a fairly good job on the RPA space, but more and more, the whole cognitive AI space and machine learning are where I see the industry actually going. I'm sure Automation Anywhere is also focused on that topic, but we would like to see more coming down the pipe, as early as possible."
"With respect to the user interface, everything works well, but the community expects more clear documentation with respect to use cases and end-to-end use cases, so one can understand how to handle these scenarios effectively."
"The cost of this solution can be improved."
"Had we had access to the RPA bots in advance, we would have practiced before fully implementing."
"It should be easier to use."
"One of the things that the product should have is to add more advanced level developer capabilities into the platform. I know it is easy for business, non-technical people. However, for the developers, there should be some more features within the product so they can build advanced level use cases much faster."
"Their Community Edition is awful. Every second day, it will fail. It will become corrupt."
"If it had the ability to make decisions in complex situations, the bot would perform more smoothly. More advanced decision-making skills are needed for improvement."
"Grooper is new. It's new beta stuff, so we've had some issues, but that's understandable. Getting the beta product to more of a true release is where it needs improvement. I'm going through training now, so it's hard to judge what they have and don't have until I get through that training. Training is the main thing for me because I'm trying to learn and take things I've learned from other products and try to transfer that knowledge to this one."
"There are few bugs that my superior has posted in the Grooper exchange that concerned errors with the OCR."
"Grooper is new. It's new beta stuff, so we've had some issues, but that's understandable."
"If Grooper could "sense" important fields on the document and auto-build extractors for them, that'd be really cool."
"They should have more sub-extractors or exclusion extractors so that the user does not have to make a parent data type."
"Technical support is definitely an area that they need improvement in, in terms of the front-line individuals."
"The solution must localize the built-in features for supporting Arabic scripts so we do not rely on third-party tools."
"There is also room for improvement in long-running table extraction. If a table continues for more than 10 pages, in some cases, we have observed that it only extracts six or seven pages and skips the last pages."
"One area where UiPath could improve is by including pre-trained models for general-use documents specific to the Middle East."
"Making the design of Forms AI more flexible and accommodating to companies' branding preferences would be beneficial."
"The rising annual licensing cost of UiPath's Document Understanding product is a major turnoff for users."
"This is an expensive solution."
"The extraction can be better. ABBYY FlexiCapture has more capabilities than Document Understanding. It can also extract automatically without training, whereas with Document Understanding, we need to train everything."
"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

"The control room access gives the ability to create different roles, which helps when purchasing additional licensing."
"The pricing of AA is similar to UiPath."
"The solution itself is free unless we want to add the support option but we have to pay for the bots we use."
"The pricing is a bit higher."
"With the rebate processing automation that we did, it has provided us a savings of around an hour or two a person on a daily basis, which is quite a lot of savings."
"Currently, it stands as one of the more expensive RPA tools available."
"While calculating the setup cost you should account for the server, virtual machines, product licenses, maintenance costs, and running costs."
"Pricing is too high for small-scale groups. The Control Room yearly fee is high, making it difficult to break even."
"Overall, their pricing is higher than the competitors, but they offer functionality that is otherwise not available."
"Know how many pages you will be needing to process, as the pricing is based on that."
"The last time we implemented UiPath Document Understanding the price was high."
"I have only been using its free version."
"UiPath is a pricey tool for small customers."
"We received a 60-day free trial before having to purchase a license to continue using UiPath Document Understanding."
"I find the pricing to be somewhat on the higher side."
"UiPath has a higher upfront cost, but its Document Understanding feature is not a significant additional expense compared to the overall platform."
"UiPath Document Understanding compared to the competitors is high."
"On a scale of one to ten with ten being the most expensive, I rate UiPath Document Understanding an eight on cost."
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Top Industries

By visitors reading reviews
Outsourcing Company
15%
Financial Services Firm
12%
Comms Service Provider
12%
Manufacturing Company
11%
No data available
Financial Services Firm
19%
Manufacturing Company
10%
Outsourcing Company
10%
Construction Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business161
Midsize Enterprise86
Large Enterprise562
No data available
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise12
Large Enterprise26
 

Questions from the Community

How good is Automation Anywhere for RPA processes?
It depends on your use case. Is it simply to automate a couple of processes? Is it to augment a human team? AA is ver...
How good is Automation Anywhere for RPA processes?
From my experience using AA tool, it depends on the applications that you want to automate, because there some applic...
How good is Automation Anywhere for RPA processes?
It is a highly preferred RPA tool. You can check my Automation Anywhere Review to know more.
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What is your experience regarding pricing and costs for UiPath Document Understanding?
My experience with pricing, setup cost, and licensing has been somewhat complex. I feel that the pricing structure is...
What needs improvement with UiPath Document Understanding?
When it comes to improvements in UiPath IXP, there is a challenge with different languages, particularly Arabic invoi...
What is your primary use case for UiPath Document Understanding?
We have been using UiPath IXP previously after utilizing UiPath's Document Understanding for one of our clients. We f...
 

Also Known As

Automation Anywhere, Testing Anywhere, Automation Anywhere Enterprise, Agentic Process Automation System (Now Certified for WorkSpaces)
No data available
No data available
 

Interactive Demo

Demo not available
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Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
S&P Global, Sally Beauty, Rent-A-Center, Bimbo Bakeries, Devon Energy, Empire Southwest, California Resources Corporation, Continental Resources, California Dept of Tax and Fee Administration, Chevron, Funeral Director's Life, Fair Food Network, Wings Credit Union, Del Norte Credit Union, Oklahoma Dept of Transportation, Mercy Hospital System, OLERS, Oklahoma State University, Change Healthcare, U.S. Nuclear Regulatory Commission, American Airlines Credit Union, and many others.
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Find out what your peers are saying about Grooper vs. UiPath IXP and other solutions. Updated: September 2026.
917,433 professionals have used our research since 2012.