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IBM Datacap vs Python RPA comparison

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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
6.9
Number of Reviews
661
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 (1st), 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) (15th)
 

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.
Natalia  Raffo - PeerSpot reviewer
Co - Founder & Chief Data Officer -CDO at Data360
Robust and good for data processing while being helpful for building data science use cases
The processing of data is good. We can use many different types of data, including images and videos. We can use different libraries to do better preprocessing of different types of data. We can do different models in recommendation systems for things like videos and sales strategy. We can do language processing or sentiment analysis to predict things for our clients. We can design and develop machine learning applications that can predict events. We can use these on libraries to solve complex problems when we have a lot of data. It's possible to use the solution with other tools. It's very agile. In the financial advisory and portfolio management space, several budget management applications are now available in the market. These have machine learning based functionality. In Python, I use different machine learning algorithms to enable customers to keep track of their expenses and provide recommendations on better savings. These are machine learning algorithms that customize financial portfolios by looking at income rate tolerance and preferences, et cetera.

Quotes from Members

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

Pros

"It's a perfect product; it's made my life very easy and a lot of people's lives very easy, removing hectic, repetitive, boring work and giving people free time to do the work they really want to do."
"Automation Anywhere offers a complete suite of development tools to empower developers for various enterprise automation needs."
"We have seen AA bringing immense value to the clients once operational. Bot deployment is easy and controlling Access is easy with RBAC With Recent additions. User groups and user management is on par with tools like Blue Prism & UiPath."
"The most valuable feature is IQ Bot, as it allowed us to train it to extract important logistical information from customer PDF documents, irrespective of the format."
"What I like most about Automation Anywhere is that it saves a lot of time because it rarely makes mistakes, which could have been made if we were to do that work repeatedly."
"I have seen a return on investment with Automation Anywhere, as we have achieved a value of 10 million for a single process in one year, helping that team to accelerate more and bring value to the organization."
"Automation Anywhere has helped us with efficiency and accuracy."
"They can build an end-to-end solution with Automation Anywhere."
"Our clients have significantly improved efficiencies when opening accounts for end users."
"It is highly extensible, which we found to be most valuable. It is a very extensible solution because it is based on configurable rule sets. We were able to amend and adjust the solution and very easily add custom code and custom components. It does require some programming experience, but we found that not to be an issue. We liked its extensibility."
"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 installation of the solution is very simple."
"It's a platform, not a configured application, so you can do what you want with it."
"I work for an insurance company, and we use Datacap for document processing."
"It helps companies figure out how to use advanced imaging techniques, processes, best practices, and other tools."
"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 possible to use the solution with other tools. It's very agile."
"Instead of writing multiple lines of code, we can do it in a single statement."
"Keyword-driven automation has been beneficial in streamlining operations."
 

Cons

"Accuracy to process handwritten documents should be improved and more analytics and intelligence-related capabilities should be added."
"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."
"It would be great if they could do more third-party Salesforce integrations into the RPA side, which would be helpful."
"We have done some automation of incoming documents, but it has been somewhat hard."
"The schedule queue needs improvement. When one task fails, everything else gets stuck, requiring manual intervention to clear the problematic schedule and trigger the other tasks."
"I would like more with OCR and data capture. We are partnering with IBM to help bridge this gap, but Automation Anywhere should continue to expand on their product line and provide these capabilities, as well."
"For people who don't have technical skills, Automation Anywhere may take time when it comes to browsing or loading time, and sometimes becomes very buggy with unwanted failures."
"We only faced some problems when integrating it with SAP, and Oracle integration was a bit challenging, especially with Oracle Fusion. We had some issues when we were trying to connect some of the applications on the API level. But, in general, integration using Automation Anywhere is fine."
"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."
"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."
"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."
"IBM's Problem Management Report team isn't that effective. They're not helpful at all in some cases, and it can take two to three weeks to escalate to a higher PMR level."
"We used an integrator for the deployment, and our experience was very bad. They gave us an unreliable, broken solution which did not work, then they would not work with us."
"There are times when external features impact services. For example, Windows patching or antivirus updates can affect production-level services."
"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."
"If it is registered as a critical issue, we receive a response from IBM after one day which can cause our clients to lose business."
"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

"Talk to your manager and try to procure an automation license for training. This will allow you to train people, so you can move to automation."
"The cost is high for small-scale businesses but it is fine for medium and large enterprises. Its high licensing cost may affect small-scale businesses. Reducing licensing costs would benefit many users."
"The licensing fees are approximately $10,000 USD for between five and ten users."
"It's justified because we have saved quite a bit of money at the company and many manual hours. Overall, it justifies the cost."
"We're paying a monthly subscription fee for the bot and for services. There are no additional costs beyond the standard licensing fee."
"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."
"Pricing is a bit high when compared to other available tools; however, the tool is worth the cost."
"We save 34,000 hours of time per year and have recouped up to $6000 in lost revenue."
"Pricing needs to stay competitive."
"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."
"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."
"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."
"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."
"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."
"The tool is not expensive."
"I am using an open-source solution."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Construction Company
12%
Manufacturing Company
11%
Computer Software Company
7%
Financial Services Firm
16%
Manufacturing Company
9%
Government
9%
Insurance Company
7%
Financial Services Firm
14%
Manufacturing Company
11%
Construction Company
9%
Marketing Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business157
Midsize Enterprise83
Large Enterprise553
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...
What needs improvement with Python RPA?
I've worked with file detection for secure transactions. I use a machine learning model to predict events related to ...
What is your primary use case for Python RPA?
In our team, we construct different statistical models to resolve things for clients. We do modelling and segmentatio...
What advice do you have for others considering Python RPA?
We're just a customer. It's a good tool. It's easy. I can use it in many different ways and for many different use ca...
 

Also Known As

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

Interactive Demo

Demo not available
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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: June 2026.
902,988 professionals have used our research since 2012.