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Amazon Textract vs IBM Datacap 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
6.9
Number of Reviews
640
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 (1st), AI Legal & Compliance (1st), AI Finance & Accounting (1st), AI Procurement & Supply Chain (1st)
Amazon Textract
Ranking in Intelligent Document Processing (IDP)
10th
Average Rating
7.2
Reviews Sentiment
6.1
Number of Reviews
4
Ranking in other categories
No ranking in other categories
IBM Datacap
Ranking in Intelligent Document Processing (IDP)
7th
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
28
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Automation Anywhere is 3.1%, down from 3.4% compared to the previous year. The mindshare of Amazon Textract is 2.0%, down from 5.0% compared to the previous year. The mindshare of IBM Datacap is 2.4%, down from 5.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP) Mindshare Distribution
ProductMindshare (%)
Automation Anywhere3.1%
IBM Datacap2.4%
Amazon Textract2.0%
Other92.5%
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.
DeekshithShetty - PeerSpot reviewer
Software Development Senior Specialist at a tech vendor with 10,001+ employees
High-accuracy document processing with easy integration and good image enhancement
The OCR extractions are very good, almost 100% accurate now. The integration with other tools is very easy, with inbuilt actions to configure and directly export to multiple depositories. It is also good at image enhancement, including the removal of lines, which is helpful in processing and automation and ensures very little user intervention, thus saving time.

Quotes from Members

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

Pros

"Automation Anywhere has helped our customers' organizations speed up their processes and reduce the workload for their staff."
"The most valuable feature of Automation Anywhere is the unattended mode bots, because we don't need to go and look at what they're doing. They just go by themselves."
"It is a great product."
"Being able to connect with third-party tools is the best feature."
"Improved Efficiency : Post RPA services, the efficiency and accuracy of the processes have increased tremendously and now the employees can focus more on important research and analysis work."
"Object Cloning is the most valuable feature I have found for automating a website or a process that includes multiple mouse clicks."
"My experience with the deployment has been very good."
"It is one of the popular RPA vendors offering powerful & user-friendly RPA capabilities to automate any complex tasks. It is one of the "Revolutionary Technology" that changes the way the enterprise operates. This tool combines conventional RPA with intellectual elements like natural language understanding and reading any unstructured data."
"The support is actually very good; I've worked with Azure and Oracle Cloud Infrastructure, but compared to the others, AWS support is excellent."
"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."
"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."
"In a project, I integrated Amazon Textract with Bedrock and passed the extracted document text to the LLM using Bedrock."
"Amazon Textract was easy to use."
"One valuable feature of IBM Datacap is the OCR capability, along with its ability to read fields from documents."
"The standout feature of this intelligent product is its remarkable capability."
"The second thing that I like about Datacap is the fingerprint capture which is easy to configure on Datacap. From the form of the document, if a document is redundant in the same department, we can configure the capture based on the form of the documents"
"I work for an insurance company, and we use Datacap for document processing."
"Datacap will help you to streamline and automate your document driven capture processes, saving time and effort on manual, error-prone tasks."
"It's a stable product; we've seen other capture products on the market and our view of Datacap is that it's best-of-breed."
"Both Datacap Studio and Datacap Navigator are great features."
"While we are doing indexing, we tag the document type. It's programmed inside of Datacap to automatically detect the document based on a given template. It auto-indexes that document, which means that it automatically tags the correct document type to the scanned document."
 

Cons

"I would like to see a built-in read-only role for the control room so that the bot creators can log in and monitor the production environment without any auditing concerns."
"I would like to have the ability to work on a remote desktop connection, run the recording on it and use all commands."
"The tools are fundamentally solid. However, when I think of self-healing, such as automation with a new prompt or a new Windows patch occurring, being able to handle those kinds of things on top of what Automation Anywhere already does and that automatically click through and do the reboots that are necessary to just have a clean run would be ideal."
"It has been challenging integrating Automation Anywhere with other solutions, due to all of the controls, as we are a bank."
"One thing about it that we have not found to be exceptionally useful are the built-in bot analytics, the Bot Insights. From our own extensive experimentation, as well as from what we've understood from other people using this solution, we've been able to come up with better solutions using our own in-house analytics and our own systems than through theirs."
"If I build a bot today and don't use it, however, in several months, someone tries to use it, there's a 30-40% change the bot will fail in one or two areas."
"It's somewhat pricier than some of the other tools that we've used, and the breakout between the different applications is also somewhat costly."
"When I used this tool in the bot, it did not work. I got this issue when using the document automation learning instance."
"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."
"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."
"Sometimes the tabular data does not process properly for complex tabular structures or complex tables."
"Third-party integration could be improved; it's very slow."
"When I scan a document in Datacap that has a watermark or the document is a little distorted, the image output is poor. It either becomes completely black, or there is so much distortion that we cannot read the numbers or the addresses mentioned in the POD. When we scan a document, we expect the output to be at least 95 percent accurate."
"Reporting and analytics seem to often be something of an afterthought. With Datacap, they've started building out some dashboards, but one thing we hear from our clients a lot is, "Well, gee, we really love reports. What Datacap has is not really helpful. We'd like something better. We'd like more dashboards." That's one area where we've seen some feedback that the product could do better."
"I would like better ease of use and more support options."
"I would like to see the product have the ability to process more documents in parallel."
"Recognition between certain numbers and letters could be improved. Sometimes this solution misreads five with an "S" for Singapore."
"Its weaknesses are primarily tied to the lack of available resources and expertise in the market to effectively support and provide solutions and services to each customer for seamless implementation."
"Going forward, IBM needs to ensure that the output is perfect (as it can make the product) while staying true to platform's core."
 

Pricing and Cost Advice

"The cost can be reduced a little for users."
"We have established a CoE and we take our bot opportunities based on their ROIs. The best ROI opportunity goes to development first. Our ROI opportunities are compliance, profitable growth, productivity enhancements, productivity gains, number of hours the productivity saved, and resources not available that the work can be done by the bot. However, the single most important criteria that we use to measure ROI is how much time does the bot cut down from an analyst's work, as this has the best ROI. E.g., if an analyst is spending a 100 hours of work that a bot can do in one hour, we calculate the 99 hours saved as ROI."
"There is an annual license to use the solution."
"The pricing and licensing of Automation Anywhere plays an important rule in the Indian market because in the Indian market $10,000 USD is too much. Hence, the pricing tends to go down depending on the customer relationship with the partner: A starter pack is $10,000 and an enterprise pack is $100,000. If you go through an implementation partner, you can get good deals. They can save some money."
"The cost is anywhere between $10,000 and $100,000."
"The Automation Anywhere license is affordable and not complex."
"I have heard that Automation Anywhere is expensive."
"Our annual licensing costs are about $500,000."
Information not available
"It is an expensive solution."
"IBM could offer more competitive pricing. This would allow them to attain more users. Some of our clients are considering moving to a different solution called Encapture which is similar but offers more competitive pricing."
"Pricing depends on how much we use it. We pay per bulk quantity. We pay as you go. Therefore, it sort of depends on our usage of it."
"This solution offers seamless integration with other enterprise products, which is my area of responsibility, focusing on government sector projects. Larger enterprise projects don't pose problems. It might be suitable for small businesses as well."
"You save a lot of time and money, but the benefit is you have people who are able to run the systems, check to see if there are any errors at all, and there are a lot less errors than a human system."
"If you want IBM Datacap on cloud, which is a service run by IBM, the price can be quite expensive, but if you want to just purchase the licenses and own those yourself, then the price is very competitive."
"This solution offers seamless integration with other enterprise products, which is my area of responsibility, focusing on government sector projects. Larger enterprise projects don't pose problems. It might be suitable for small businesses as well."
"We were using the User Value Unit licensing, which means we get charged per active user of the system, and if I'm not mistaken, we also had it for the rule runner service. They had a PVU license model, which is a processor value unit. For each process that we have in our system, we pay a certain amount of money. We found the pricing to be quite steep. It was really an expensive solution in comparison to Kofax, which had a different licensing model and was actually cheaper overall because they charge per page and not per user and per process."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Manufacturing Company
12%
Construction Company
11%
Computer Software Company
7%
Financial Services Firm
27%
Manufacturing Company
10%
Computer Software Company
7%
Government
5%
Financial Services Firm
16%
Manufacturing Company
9%
Government
9%
Insurance Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business154
Midsize Enterprise82
Large Enterprise536
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise12
 

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...
What is your experience regarding pricing and costs for IBM Datacap?
Pricing is in the mid-range but could be more affordable, rated at four point five.
What needs improvement with IBM Datacap?
IBM needs to improve on scanning and reading accuracy for unstructured documents. Additionally, an important missing ...
What is your primary use case for IBM Datacap?
I primarily use IBM Datacap ( /products/ibm-datacap-reviews ) for data capture and scanning documents with OCR. Speci...
 

Also Known As

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

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
Cambia, Change Healthcare, ClearDATA
Turkcell, PowerSouth Energy Cooperative, Central Nacional Unimed, Conqord Oil
Find out what your peers are saying about Amazon Textract vs. IBM Datacap and other solutions. Updated: June 2026.
900,747 professionals have used our research since 2012.