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Amazon Textract vs AntWorks CMR+ comparison

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Comparison Buyer's Guide

Executive Summary

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
668
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)
Amazon Textract
Ranking in Intelligent Document Processing (IDP)
8th
Average Rating
7.2
Reviews Sentiment
6.1
Number of Reviews
4
Ranking in other categories
No ranking in other categories
AntWorks CMR+
Ranking in Intelligent Document Processing (IDP)
16th
Average Rating
8.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Automation Anywhere is 3.4%, up from 3.3% compared to the previous year. The mindshare of Amazon Textract is 3.1%, down from 3.9% compared to the previous year. The mindshare of AntWorks CMR+ is 2.1%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP) Mindshare Distribution
ProductMindshare (%)
Automation Anywhere3.4%
Amazon Textract3.1%
AntWorks CMR+2.1%
Other91.4%
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.
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.
Rick Koo - PeerSpot reviewer
Digital Technology Leader at Mercer
Leading-edge NLP capabilities, efficient training of machine learning models, and the automation saves us significant time
The machine learning capability is good. The algorithm helps us to get the right data with less training effort. The technology seems to be a little bit ahead of the standard NLP software. They use more pattern recognition, rather than basing everything on reading static text. The problem with relying on an unchanging text is that it can depend on things such as the formatting, and where things appear within a document. This solution can process complex formats, which is helpful for us because we get a lot of PDFs and they come in many different formats. As an example, a carrier might include a list of their rates in a table, whereas a different carrier will write their rates into a paragraph, and yet another will put them into some sort of graphic. If you only capture text then you will only capture part of that data. Pattern recognition ultimately helps us to circumvent the problems in dealing with format variability in documents and allows us to capture the right data. When it comes to predicting what it is that a document needs manual intervention, CMR Plus does it pretty well. They have a QA cycle that is usually able to highlight such data. The content recognition ability, in terms of giving us only the data that we need and nothing else, is pretty good. It has a positive effect on our efficiency and by extension, it impacts our infrastructure costs.

Quotes from Members

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

Pros

"The best feature of AA is the scheduling and the triggering..."
"In our efforts to efficiently manage the master data at our factories, the biggest benefit is the fact that we have been able to rein in what was an increasing number of engineers who were needed, on the order of some 100 people, so that’s a major result."
"I like the diversity. Every year, maybe even every six months, new modules are introduced to the program, and module enhancements are added to the toolbox to make automating various applications or situations easier."
"The benefits we get from automation include faster and more accurate matching, running 24x7."
"What Automation Anywhere does exceptionally well is allowing users—especially those without a technical background—to navigate easily, and if you know how to work with Excel or Word, you can simply type commands in plain English like 'save Excel' or 'open Excel' to find the corresponding actions."
"Our development time has been reduced because the solution is very user-friendly."
"Automation Anywhere has helped save many man-hours in my organization by letting us automate monotonous and repetitive tasks."
"Automation Anywhere is a very good tool because it helps you along the process."
"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."
"The support is actually very good; I've worked with Azure and Oracle Cloud Infrastructure, but compared to the others, AWS support is excellent."
"In a project, I integrated Amazon Textract with Bedrock and passed the extracted document text to the LLM using Bedrock."
"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."
"Pattern recognition ultimately helps us to circumvent the problems in dealing with format variability in documents and allows us to capture the right data."
"This product has helped to boost our overall efficiency and performance, giving us the ability to automate many manual tasks and collect the right data for our analytics so we can serve our clients more effectively."
"The automation provided by this solution has saved us a lot of time."
 

Cons

"In the next release, once the bot is triggered, the system should always recognize the active state and not prompt the user to log in again before the bot finishes all of its tasks."
"Configuring A2019 and using it is getting a little difficult because of frequent errors of compatibility. It is not so user friendly like the enterprise desktop version."
"The only thing I would advocate for is making Automation Anywhere's developer environment Mac-enabled because many of our graduate students are coming out of school with Macs. Everything else in the Automation Anywhere world is built for Windows."
"IQ Bot is useful but the price is not friendly."
"The integration is not always seamless. Sometimes, it takes a while to get everything to communicate and be ready to go into production."
"An option should be provided to disable the flow and dual-mode since those are not used often by the developers, and hence take up extra space on the screen."
"The Excel command has some limitations that they are working on."
"The Automation Anywhere calibrating needs to be more user-friendly to avoid human error."
"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."
"Sometimes the tabular data does not process properly for complex tabular structures or complex tables."
"Some easy integration with other systems could be improved."
"It would be very helpful to have a simple and extensive training guide, or training model, to help learn how to work with the product."
"We would like to see the overall accuracy increase from approximately 70% to perhaps 85%."
 

Pricing and Cost Advice

"They sell it by license, but if they could charge by case or by interaction, that might be better. Right now, it's expensive when you want to scale or use them for simple processes."
"On average, a bot runner in Automation Anywhere can cost $5,000, while in Microsoft Power Automate, you can get most of the same functionality for $100."
"The solution's pricing is pretty decent."
"I find the license pricing to be competitive and reflective of the pricing models throughout the RPA space, and I believe there is a lot of value in continuing to maintain the free community edition platform."
"The current pricing for Automation Anywhere seems a little higher compared to competitors Power Automate or UiPath. Automation Anywhere is perceived as pricey due to the support model charges ranging from 20% to 30% based on the plans."
"Automation Anywhere is reasonably priced because it can sustain us for a long period."
"The product’s pricing is reasonable."
"Their overall pricing falls in the middle of the market. Cost-wise, Automation Anywhere is quite expensive because of their analytics, IQ Bots, and MetaBots. For a standalone machine, the pricing is okay. When adding in the licensing for IQ Bots (or MetaBots), it can become quite costly."
Information not available
"The pricing is really good, and it's based on usage."
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Top Industries

By visitors reading reviews
Outsourcing Company
14%
Comms Service Provider
12%
Financial Services Firm
11%
Manufacturing Company
11%
Financial Services Firm
16%
Outsourcing Company
14%
Manufacturing Company
11%
Comms Service Provider
6%
Comms Service Provider
21%
Insurance Company
19%
Construction Company
13%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business162
Midsize Enterprise86
Large Enterprise565
No data available
No data available
 

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.
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 ...
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 o...
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Also Known As

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

Interactive Demo

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Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
Cambia, Change Healthcare, ClearDATA
Information Not Available
Find out what your peers are saying about Amazon Textract vs. AntWorks CMR+ and other solutions. Updated: September 2026.
920,929 professionals have used our research since 2012.