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IBM Datacap vs Python RPA 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
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
666
Ranking in other categories
Business Process Management (BPM) (2nd), Robotic Process Automation (RPA) (2nd), Process Mining (1st), Intelligent Document Processing (IDP) (1st), Agentic Automation (1st), Business Orchestration and Automation Technologies (2nd), AI Legal & Compliance (1st), AI Finance & Accounting (2nd), AI Procurement & Supply Chain (1st)
IBM Datacap
Average Rating
7.6
Reviews Sentiment
6.9
Number of Reviews
28
Ranking in other categories
Intelligent Document Processing (IDP) (7th)
Python RPA
Average Rating
8.4
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Robotic Process Automation (RPA) (31st)
 

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.
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.
Arno Krause - PeerSpot reviewer
Solutions Architect at mweb
Helps streamline operations, the error handling capability is fairly good, and integrations are easy
Keyword-driven automation has been beneficial in streamlining operations. The error handling capability of Python RPA is fairly good in managing exceptions. I rate it a seven out of ten. We've integrated it with Jenkins and with our release pipeline. It was fairly easy. We had no issues with integration that we couldn’t deal with. The dashboard is simple. We export it to Excel or Power BI and make it look pretty. For our initial use, the dashboard is okay.

Quotes from Members

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

Pros

"We have been able to take an accounting task and clear a very large backlog, therefore being completely up-to-date on the task since implementing a bot on it."
"Tasks or activities that were taking almost six hours a day have been reduced drastically to 30 minutes, which saves time as well as business costs."
"With RPA, specifically with Automation Anywhere, it has really helped us engage with those clients and achieve the results that they want."
"We brought onshore a lot of what we were doing offshore, saving our company close to $20 million."
"Non-developers can use the tool to create bots. Also, it is very easy for developers to use."
"At the most granular level, automating people's daily tasks has been helpful by freeing them up to do higher value-add activities, which is definitely beneficial."
"There have been a lot of challenges in terms of interfacing with the customer ERPs. So, we have been building tools and interfaces using bots to write back into these custom ERPs. Specifically, in the area where I work, this has been very helpful."
"It is a great company with a great product and support."
"I can have all scanners accessible from my end."
"Both Datacap Studio and Datacap Navigator are great features."
"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."
"I work for an insurance company, and we use Datacap for document processing."
"The most valuable feature is its ability to capture data, which changes all the time into different formats."
"It is very easy to develop this software. It is low code, and if you can't find the things you need on it, you can develop custom actions with more complex code underneath. They sync well, which is very useful for automating a lot of processes. It is a really valuable feature for the clients because we can ingest information and automate plenty of processes for them. The operators don't have to waste that much time on tasks. With Datacap, they can be automated."
"Datacap will help you to streamline and automate your document driven capture processes, saving time and effort on manual, error-prone tasks."
"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"
"It's possible to use the solution with other tools. It's very agile."
"Keyword-driven automation has been beneficial in streamlining operations."
"Instead of writing multiple lines of code, we can do it in a single statement."
 

Cons

"SMTP mail features should come with migration options. All kind of VB scripts and Java scripts which we built using exiting version should support in this version."
"They have a ridiculously expensive bot licensing structure, especially for the Asian region."
"The setup and deployment processes for this product also need to be improved, e.g. made easier."
"Automation Anywhere's frequent updates are unnecessary and disruptive."
"I would like to see better and more technical use cases for the AI features, showing how to build them instead of repeated general examples."
"They will need much more support, because it is a new thing and it’ll never fail because of productive partners. It will fail if people on the “gemba” don’t adopt it."
"The GUI can be improved by making it more user-friendly."
"However, if documents are scanned and not clear, the accuracy is not up to the mark."
"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."
"They have to stop focusing on new development and stabilize the latest release. It is not stable."
"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)."
"The interface can be more intuitive."
"Datacap has performance issues when processing large volumes of documents. We're doing 18,000 pages daily. Scanning takes almost 20-30 minutes, but it normally takes one or two minutes. We informed IBM and opened a ticket for that. They forwarded the issue to developers but didn't give a specific timeline for it to be resolved. Version 8.1 is already at the end of support."
"The reading efficiency of the solution needs to be improved."
"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. Expertise in this specific product is rare throughout the market. One key reason is the product's limited downloads. Additionally, archiving solutions are often perceived as complex and challenging, dissuading many companies from venturing into this domain. Consequently, partners who specialize in archiving solutions are always seeking straightforward, uncomplicated options that are easy to manage and meet customer expectations."
"It can take some time to implement."
"It can be expensive to deploy a lot of models in the cloud, especially if there are large amounts of data."
"When we call an API and there is an error, it doesn't tell you what the error is."
"Support could be improved."
 

Pricing and Cost Advice

"Automation Anywhere is thought to be quite expensive, especially for smaller organizations."
"I think the pricing is reasonable, but clients often perceive it as expensive."
"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."
"Our annual licensing costs for the entire company are $100,000."
"The pricing is a bit higher."
"The initial setup and licensing fees are high, and although it saves costs in the long run, reaching the break-even point can take at least six months."
"We only deal in annual licenses. There are no pay-as-you-go licenses."
"The licensing needs to be made simpler or shortened."
"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."
"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."
"Pricing needs to stay competitive."
"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."
"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."
"The tool is not expensive."
"I am using an open-source solution."
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Top Industries

By visitors reading reviews
Outsourcing Company
15%
Financial Services Firm
12%
Manufacturing Company
11%
Comms Service Provider
11%
Financial Services Firm
14%
Manufacturing Company
12%
Outsourcing Company
9%
Government
8%
Financial Services Firm
15%
Manufacturing Company
11%
Construction Company
10%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business161
Midsize Enterprise85
Large Enterprise561
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise12
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 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...
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Also Known As

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

Interactive Demo

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Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
Turkcell, PowerSouth Energy Cooperative, Central Nacional Unimed, Conqord Oil
Home Credit, Silimed, Hilton, Al Hilal Bank, Baskin and Robbins
Find out what your peers are saying about UiPath, Automation Anywhere, Microsoft and others in Robotic Process Automation (RPA). Updated: October 2026.
915,341 professionals have used our research since 2012.