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HyperScience vs IQ Bot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 10, 2024

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

HyperScience
Ranking in Intelligent Document Processing (IDP)
10th
Average Rating
7.6
Reviews Sentiment
7.4
Number of Reviews
7
Ranking in other categories
No ranking in other categories
IQ Bot
Ranking in Intelligent Document Processing (IDP)
4th
Average Rating
7.6
Reviews Sentiment
7.6
Number of Reviews
51
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2025, in the Intelligent Document Processing (IDP) category, the mindshare of HyperScience is 6.4%, down from 8.1% compared to the previous year. The mindshare of IQ Bot is 2.4%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Intelligent Document Processing (IDP)
 

Featured Reviews

Abdul Quadir - PeerSpot reviewer
It has a lot of functionality, whatever we use, but a few things could be improved
Extracting tables from certain documents could be improved. The next product release should include a utility that provides HyperScience JSON output. It would be related to any application, like other platforms and include Power Apps. We need to impact their REST API, but we would need a connection bridge application. And the second feature would be HyperScience providing different outputs. At present, HyperScience only provides JSON output. If a business needs a different output, we must create the utility ourselves and provide that data to XML or something similar. But if HyperScience could do that, we would no longer need third-party apps.
Hilal Paray. - PeerSpot reviewer
Has valuable OCR capabilities and a straightforward setup process
The initial setup is straightforward. Automation Anywhere's cloud-based tools make the deployment process relatively easy compared to other solutions. The on-premises version can be deployed in about a week, as testing is involved. However, deploying the cloud version takes approximately 30 minutes since everything is pre-configured and ready to deploy.

Quotes from Members

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

Pros

"One of the most valuable features of HyperScience is the user-training module. Whenever the extraction takes place, based on the way we have trained HyperScience, it would give us some success status or a certain confidence level. If the solution has processed something that it determined was not extracted correctly it will queue those items for manual review."
"What I liked more about HyperScience was the quality of the OCR it is a lot better compared to Google."
"Valuable features include tools like IQ Bot and the ability to extract handwritten documents with 93-95 per cent accuracy."
"It provides the best accuracy for handwritten forms, which is a struggle in the industry. You can take processes with a lot of manual work and streamline them through this tool."
"Has algorithms that can detect a document template even if the image has a lot of distortions."
"I like that compared to other tools, HyperScience works best with handwritten documents."
"We have seen pretty good accuracy."
"Training the model is very simple with IQ Bot's technology. It requires providing several examples of the type of document you want to evaluate. IQ Bot already has a built-in taxonomy, which is like a dictionary of elements commonly found in certain types of documents. For example, when evaluating an invoice, you will find elements, such as "total," "item descriptions," and "shipped to." This pre-existing taxonomy greatly speeds up the training process as it provides a starting point and structure, rather than starting from scratch."
"The most valuable feature is the cognitive ability, as it will learn an interface that it is not familiar with and perform in the way that a human does."
"Whenever we want to create something from the previous documents or images, the OCR feature enables us to do that job easily."
"IQ Bot has the capability to identify changes and remap its settings accordingly. It also has the ability to learn."
"The most valuable feature is the intelligence it has with the ability to read the customer sales order and convert it into our own, despite minor changes in format."
"It is very easy to set up and use this tool to get information from documents. It can get the information about the purchase order number, average, description of purchase orders in several formats without any problem."
"In my experience, the product is very stable, and it works well with systems like JDE and Mainframes."
"The most valuable features are rapid development, stability, and ease of use."
 

Cons

"HyperScience could improve the unstructured data extraction feature."
"HyperScience has less capability while working on unstructured forms. Unstructured forms are those where there is no standard structure and the information can be anywhere on the form. They need to develop this capability."
"The solution lacks support for a greater range of languages."
"Extracting tables from certain documents could be improved."
"The product's usability could be better. The first pain point is that we're getting the output in a different format, and we were expecting a different timetable. The second point is that if you want better results, HyperScience says you have to configure a minimal PDF or a maximum of 400 PDFs. If you want results with 400 PDFs for what's written by these doctors, then you also configure the maximum of 400 templates for that. So, it's essentially a lack of support from HyperScience. In the next release, it would be better if failure scenarios were reduced. It would also help if they offered different formats, inputs or injections, and added different scenarios."
"They could work on the price and make it a bit more reasonable."
"No solution is perfect and there are several different scenarios that could be improved in HyperScience. One area is where there are multiple tables in the same form I have seen HyperScience struggle. There is some issue with supporting the extraction from multiple tables involved on the same form. If this could improve, it would be a big benefit."
"The solution did not allow the use of other OCR and their own was not accurate and could improve."
"There's still room for improvement in IQ Bot because sometimes, my team has certain types of PDFs that need to be grouped, for example, five types of videos need to be sorted to get data, but it was impossible to do in the solution. There's even an instance when I'm extracting data, for example, the invoice numbers, and I trained IQ Bot to do the extraction just for the invoice numbers, but it failed to do it. There could be some exceptions that the product developer is working on, but it could take time because sometimes IQ Bot works, and sometimes it doesn't, so the error isn't because of the developer. The error lies with the system. Another area for improvement in the solution is that during installation, it makes your machine drastically slow. It requires you to have RAM of 16 GB and a 500 GB hard disk, but that's still not enough. Slow downloading is also an area for improvement in IQ Bot because whenever you try to execute bots around 20MB to 100MB, for example, that will be downloaded from the cloud to local machines, and this process could take between seven to eight minutes, and this could be frustrating especially when you're trying to showcase it to a customer. Bot downloading into a local machine shouldn't be taking more than five minutes because it's embarrassing in front of clients. It's good that Automation Anywhere provides a cloud version for IQ Bot, but if you're unable to execute it fast, then that's not very good. I was working for one client in Brazil and there was a time I was showing the bot to them and it was taking around seven minutes to get downloaded on the local machine, and I even tried to connect with the support team, but that still didn't get me anywhere. If you're working on some code and you're executing a bot, you need to change one line and the bot will download completely, so it should be pipeline or SVN or Git. If you've downloaded a 50MB bot, you just change one variable name, but then you have to download the 50MB code again, and it makes you wonder why you need to download the complete code. You have to double-check if you already have the code in your folder, and why would you need to download it again. Only one line should be changed for the download time to decrease drastically, but right now, you need to be downloading the code completely, so if you're executing a 100MB bot fifty times, then that means it will be downloaded fifty times as well. IQ Bot is not a straightforward solution, so my team is struggling with it. Currently, my company has been doing some R&D about the solution, and it has several main problems that need to be addressed. What I'd like to see in the next version of the solution is support for unstructured PDFs because currently, it's a very good solution for structured PDFs."
"It would be helpful if the solution was better at reading handwriting. It needs better handwriting recognition."
"It would be good if the solution could extract or capture details from unstructured data."
"Lacks sufficient flexibility in identifying a wider variety of documents."
"The price of IQ Bot, packaged with Automation Anywhere, is too expensive for some companies and they will not use it."
"The solution could improve by having more domain-specific templates, such as for documents other than invoices or contracts. For example, having templates for IDs or Passports."
"I know that Automation Anywhere just said that IQ Bot 11 and higher versions are ready to extract the documents with less than 300 DPI, however, this is not true. I never could work with documents with less than 300 DPI."
 

Pricing and Cost Advice

"I think HyperScience is cheaper when compared to other tools. They also have a lifetime licensing option."
"I don't have any idea about the licensing costs, but I know that there was a per-page charge. They had different models of pricing. One of them was based on the minimum number of pages, and we had a fixed price. So, the price model depends on the volume that is coming through HyperScience."
"The licensing is on a yearly basis, and I am happy with the pricing."
"It has an average cost."
"The pricing is reasonable."
"There are others like Automation Anywhere offering similar kinds of bots for less. Most of the platforms are the same, and most of the features are the same, but not the licensing cost."
"The pricing is complicated but I wouldn't say that they are expensive."
"Solutions from Automation Anywhere are expensive."
"If you make use of only a few bots, this solution is very cheap."
"IQ Bot is expensive compared to other solutions."
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Top Industries

By visitors reading reviews
Computer Software Company
16%
Financial Services Firm
13%
Manufacturing Company
10%
Insurance Company
10%
Computer Software Company
12%
Manufacturing Company
10%
Financial Services Firm
8%
Educational Organization
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

Ask a question
Earn 20 points
When evaluating Robotic Process Automation, what aspect do you think is the most important to look for?
My answer is going to a bit different as I am a business user with limited programming skills 1. Software costs including recurring fees are very important. Automation Anywhere wants to charge a ...
What do you like most about IQ Bot?
IQ Bot is relatively easy to use and develop.
What is your experience regarding pricing and costs for IQ Bot?
In my experience, compared to Power Automate ( /products/microsoft-power-automate-reviews ), IQ Bot ( /products/iq-bot-reviews ) is high-priced, but when compared to UiPath, it is lower priced. For...
 

Overview

 

Sample Customers

Hyperscience's customers are some of the top enterprises in the Insurance, Government, Financial Services, and Healthcare industries.
Synergy
Find out what your peers are saying about HyperScience vs. IQ Bot and other solutions. Updated: June 2025.
861,524 professionals have used our research since 2012.