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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
661
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)
9th
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 September 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Automation Anywhere is 3.4%, down from 3.4% compared to the previous year. The mindshare of Amazon Textract is 2.3%, down from 4.7% compared to the previous year. The mindshare of IBM Datacap is 2.4%, down from 4.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP) Mindshare Distribution
ProductMindshare (%)
Automation Anywhere3.4%
IBM Datacap2.4%
Amazon Textract2.3%
Other91.9%
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.
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

"It is highly accurate and gets up and running in a very short period of time."
"The whole suite of RPA modules that they have is very good. They have three environments in which you can do your automation. You have development, staging, and production environments. These are run by licenses as well, which is very good. There are a lot of ways of automating processes with this application."
"One of the features that we have used the most is an action in the Workbench called Object Cloning. We find that very reliable and very useful for implementing different business processes."
"The ease of use of the application is very smooth for us, and coming from a finance and business background, I did not have any challenges using the application."
"I like the OCR feature, where we can capture information from PDFs."
"The time savings from using Document Automation are substantial, as previously a team of about five to ten people managed specific processes end-to-end, such as processing fourteen thousand entries in a month, but after automation, that entire process is streamlined, saving us a lot of FTEs."
"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."
"We are using it for scripting, and it is end user based with screen captures. It is a bit easier to use than any of the other tools out there."
"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."
"In a project, I integrated Amazon Textract with Bedrock and passed the extracted document text to the LLM using Bedrock."
"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."
"It is highly scalable; we have customers who are pumping through thousands of documents a day, and if you're looking for enterprise, this is the solution because it is a platform."
"There's something that's very unique about IBM DataCap. It provides me with a good solution for extracting, reading the QR codes, and scanning them. In this stage, we are working in a UIT phase before implementing this protocol in all our branches. From my initial observation, IBM DataCap is good, it is not working too fast, but in a good manner for us."
"Datacap provides remote users with the ability to scan documents using some plugins, and internal customers can scan their documents and define their workflows, like where the document needs to be sent and how it needs to be indexed."
"The feedback from our clients that this solution has increased their efficiency and their turnaround time on opening any account for end users, thus attracting more customers."
"Datacap is good at processing unstructured data. You can build up some nice data flows, and it is simple to configure. The tool adopts a low-code approach, but you can do a lot of coding if you want to customize and automate your flows. Datacap also has the flexibility to integrate."
"The most valuable feature is its ability to capture data, which changes all the time into different formats."
"This tool can be easily integrated with the Amazon Web Services, Microsoft Azure, or IBM cloud."
"An example: In the state of Connecticut, we implemented a solution which was forms based, but inspired by IBM technology, and we were able to eliminate a process which normally took 60 days and cut it down to six hours."
 

Cons

"The setup is complex because there is a lot of customization."
"Our tool is a bit slow, as it's a legacy tool. Automation Anywhere is having some issues when running back."
"The support and user community need improvement. For example, it would be nice to have a place for those who create bots to have a place to share information and success stories."
"Initially, the implementation was tough."
"I think Automation Anywhere could be improved by addressing the learning curve, as it is a little complex to start using it, especially for people new to automation tools."
"I would like for AA to add an inbuilt debug log that has functionalities to view the values of variables during run time in order to have a point-to-point debugging in case of an error."
"In the version that we have, there are some challenges with the browser-based applications, the cloning of the objects, and the solution's stability."
"I believe Automation Anywhere needs to improve on product quality. Sometimes it has intermittent issues."
"Sometimes the tabular data does not process properly for complex tabular structures or complex tables."
"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."
"Some easy integration with other systems could be improved."
"I give the scalability of the solution a six out of ten."
"Going forward, IBM needs to ensure that the output is perfect (as it can make the product) while staying true to platform's core."
"The user interfaces for exception processing can be tweaked. I commonly find that we try to tweak and customize some of those components to more of what the industry standard is. The product is still trying to play catch-up a little bit in those areas."
"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."
"IBM needs to improve on scanning and reading accuracy for unstructured documents. Additionally, an important missing feature is the ability to merge documents and present data across different UI screens."
"The interface can be more intuitive."
"Speed of OCR is one issue. It's a challenge because we have customers that have millions and millions of pages that they want this solution to crank through. In order to do that you have to have a large infrastructure in place, and that directly impacts licensing based on the core count."
"I would like to see the product have the ability to process more documents in parallel."
 

Pricing and Cost Advice

"The pricing is reasonable and one can achieve ROI faster when compared to other tools."
"Automation Anywhere's pricing is significantly higher than other RPA solutions."
"We would like to use Citrix going forward. We use Bot Runners to scale up, and it gets to be expensive. Using Citrix, it can mitigate costs."
"It is not cheap, but we are able to get an ROI."
"Licensing for Automation Anywhere (AA) is paid on a yearly basis. Out of all the RPA tools, it has the most value for money, e.g. what you pay is what you get."
"Overall, the pricing of Automation Anywhere is good."
"The price of Automation Anywhere is a little higher than some of the competition, such as UiPath. However, depending on the use case and other factors we are able to receive some discounts."
"We have purchased licenses, but are trying to obtain more bot programmer licenses."
Information not available
"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."
"In Egypt, we have exchange rates that change year to year, and currently, we're facing an increase in the exchange rate between our Egyptian pound and the dollar. Since we have been using IBM DataCap two years ago we had a good price, it was not expensive. However, I cannot say now if it is expensive or not because of the exchange rate. Additionally, I don't have the data of other competitors and I don't know the prices."
"This solution is the most expensive in the market."
"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."
"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."
"It is an expensive solution."
"It varies, and it depends on the client's requirements and negotiations. Nowadays, Datacap is also included in the IBM Cloud Pak for Business Automation."
"Pricing needs to stay competitive."
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Top Industries

By visitors reading reviews
Outsourcing Company
15%
Financial Services Firm
12%
Comms Service Provider
10%
Manufacturing Company
10%
Financial Services Firm
20%
Outsourcing Company
15%
Manufacturing Company
9%
Computer Software Company
5%
Financial Services Firm
14%
Manufacturing Company
10%
Outsourcing Company
9%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business161
Midsize Enterprise82
Large Enterprise558
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: September 2026.
913,806 professionals have used our research since 2012.