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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
662
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 (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 August 2026, in the Intelligent Document Processing (IDP) category, the mindshare of Automation Anywhere is 3.4%, down from 3.5% compared to the previous year. The mindshare of Amazon Textract is 2.1%, down from 4.9% compared to the previous year. The mindshare of IBM Datacap is 2.3%, 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 Datacap2.3%
Amazon Textract2.1%
Other92.2%
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

"We have already seen ROI, and we are already clocking in around 7000 hours of savings per month in terms of productivity."
"What really helps RPA to grow is the cognitive part of it. That's where the product is really good. Initially, it started out as RPA, but now there is a cognitive aspect to it. That's a key value to it."
"Many of our tasks are automated using AA and due to ease in handling, it becomes the first choice in terms of RPA tool."
"Automation Anywhere offers valuable features, including command packages for PDF, Windows, XML, and Excel, as well as universal recording capabilities."
"The ease of access and deployment are the most valuable features."
"Bot Insights is neatly integrated into the platform, which enables us to develop rapidly and train the learning instances using pre-defined domains over the purchase orders, forms, and invoices that need to be processed."
"This solution is valuable because it can automate tasks which would otherwise be left for us to process manually."
"Within one minute we can view more than one thousand students and their results."
"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."
"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 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."
"Datacap has all of the features that we need."
"The administration of the application following an error is most valuable, as we are able to know easily when something is stuck in the system."
"It's resiliency, with multiple ways of identifying what you are looking for and multiple export formats, and it's a platform, not a configured application, so you can do what you want with it."
"The OCR extractions are very good, almost 100% accurate now."
"I like Datacap's integration with FileNet because financial companies use that export. The second part is web services integration, which is effortless to implement."
"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."
"The installation of the solution is very simple."
"This tool can be easily integrated with the Amazon Web Services, Microsoft Azure, or IBM cloud."
 

Cons

"The initial setup was quite complex. We have faced an issue. During the initial implementation stages, it took longer than we expected. It affected our timelines to a certain extent."
"The AI Sense functionality is what I believe can be improved since when I tried to use it for automating a use case involving a Citrix Virtual Machine, it was unable to capture objects consistently."
"I would like to have the ability to schedule bots by whichever one is available."
"Automation Anywhere could improve by incorporating better integration with DevOps."
"The conversion time of invoices to JSON File should take less time using AA2019 IQBot, the report file creation feature should be added into IQ Bot A2019."
"We would like to have more ease of use for the operations team."
"Automation Anywhere can be improved with better documentation."
"Automation Anywhere can be improved with respect to the user-friendliness of the interface because most of the competitors are now using a flowchart-like structure, thus making it easy for anyone to learn and study it."
"Sometimes the tabular data does not process properly for complex tabular structures or complex tables."
"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."
"They should provide an offline solution because in many areas in India and outside, there are clients facing Internet issues."
"Third-party integration is slow especially through API calls because if you want to integrate between Datacap and BPM, it can only be done in that direction (and not BPM to Datacap)."
"I've faced some bugs or issues. They should do deeper testing of the product before releasing it because some of the bugs that I found were a bit simple. I understand that it is a massive product, and some of the functionalities can get overlooked."
"I would like to see the product have the ability to process more documents in parallel."
"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."
"There should be an increase in the capacity of the workflows. Datacap is a little limited in this aspect. So, you cannot really implement all the possibilities."
"Our main language in Egypt is Arabic, and IBM DataCap does not support it perfectly. All our documentation is in Arabic. It's not English or any other language. However, we have overcome this problem by using QR codes in the document to extract the data from it. They should have better support for Arabic."
"The IBM Datacap site actually is on the newer inside. They will give it as a plugin only."
"I would like to see the product have the ability to process more documents in parallel. Right now, it is a single queue. Therefore, if you want to really test the load and stress test it, having multiple instances and the ability to scale it up would be great."
 

Pricing and Cost Advice

"Automation Anywhere is thought to be quite expensive, especially for smaller organizations."
"They all are very competitive today. At the end of the day, it boils down to the negotiations that happen and what type of partner you are."
"There is an annual license to use the solution."
"We save approximately 10,000 hours per year."
"It is cost-efficient in terms of licensing. I found their support good when I was working for the airline client. However, I hear from my managers here that the support price for Tier 3 or premium is a little higher. That is why we are not going for Automation Anywhere. Its price was okay for our client, but for us, it seems expensive."
"The cloud-based version comes at an increased cost, although our clients are happy with the new features and have not complained about the pricing."
"It is somewhere in the middle. The price and value of Automation Anywhere are better than UiPath. The pricing is good globally. It could be a little bit cheaper, but it is good."
"We purchase on a bot basis. Our costs are approximately $5,000."
Information not available
"It is an expensive solution."
"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."
"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."
"This solution is the most expensive in the market."
"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."
"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."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Construction Company
11%
Manufacturing Company
11%
Outsourcing Company
10%
Financial Services Firm
26%
Manufacturing Company
11%
Outsourcing Company
8%
Computer Software Company
5%
Financial Services Firm
15%
Manufacturing Company
9%
Government
9%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business157
Midsize Enterprise81
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
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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.
908,834 professionals have used our research since 2012.