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HyperScience vs IQ Bot [EOL] comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 23, 2025

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
Average Rating
7.6
Reviews Sentiment
7.4
Number of Reviews
7
Ranking in other categories
Intelligent Document Processing (IDP) (8th)
IQ Bot [EOL]
Average Rating
7.6
Reviews Sentiment
7.6
Number of Reviews
51
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Satender Sajwan - PeerSpot reviewer
Operations Manager at Genpact
Gave a better output every time, reduced our touch time by 80%, and had a robust reporting mechanism to improve the process
We tested HyperScience on structured formats of the forms, and it worked really well. We tested it with semi-structured formats, and it worked well. We also tested creating a new form that does not have any format. 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. Such a capability would make it a perfect system for processes like data entry, accounts tables, etc. Secondly, before putting the actual volume in the tool, I believe that we have to create a manual form every time. If the procedure of creating the forms can be shortened or automated, it would help. It would reduce the manual effort of creating a form every time you start working on it. There should be an automated form creation system that does not require any manual intervention. Whenever a new form comes, the system should be able to create a dummy form for that. That will help.
RP
Director of Global Automation at a tech services company with 10,001+ employees
Valuable connectivity and coherent solutions simplify maintenance but require cost adjustments for industry-based needs
There are areas of improvement, especially in having industry-based solutions that we could easily tap on. It would help reduce the time spent on feeding information and creating outputs. More flexibility and specific models for specific purposes would be beneficial. Additionally, pricing is a concern as IQ Bot is considered costly.

Quotes from Members

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

Pros

"Valuable features include tools like IQ Bot and the ability to extract handwritten documents with 93-95 per cent accuracy."
"What I liked more about HyperScience was the quality of the OCR it is a lot better compared to Google."
"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."
"I like that compared to other tools, HyperScience works best with handwritten documents."
"Has algorithms that can detect a document template even if the image has a lot of distortions."
"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."
"We have seen pretty good accuracy."
"The ability to differentiate between documents is valuable."
"IQ Bot is quite user-friendly. And the drag-and-drop option is there, which makes the developer more comfortable."
"The initial setup is easy."
"The most valuable features are rapid development, stability, and ease of use."
"The most valuable feature of IQ Bot is the Discovery Bots. They can detect and analyze for improvements."
"Our mainframe-based and web-based projects are working well, with no issues."
"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."
"I personally feel that the c-extraction feature is valuable. After training it for a particular document, we can see the extractions there. Other than that, it has other features like Python scripting in-built, and these are the features that I feel stand out."
 

Cons

"HyperScience could improve the unstructured data extraction feature."
"They could work on the price and make it a bit more reasonable."
"Extracting tables from certain documents could be improved."
"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 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."
"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 lacks support for a greater range of languages."
"The way this solution creates invoices can be improved. It is slow. Sometimes, it is also very complicated because you need to apply some kind of filters and effects over the images, which makes it a little bit complicated. They can reduce the complexity to manage the fields or incorporate other features. They can provide an easy way for developers to customize and program fields. The accuracy of the OCR engine can be improved. It would be great if they can also provide an ICR engine and an option to choose between OCR or ICR."
"I think Automation Anywhere has a partnership with Google. I hope they integrate Google's OCR engine in some way with IQ Bot because the OCR engine that Google produces provides an in-built accuracy of close to 99%. That is the integration we are looking for, but we need to pay for IQ Bot. If they can integrate both and come up with better pricing, then it will be a huge boost because, in that case, the quality of an image or PDF quality is taken completely out of difficulty as Google tends to extract the data. That is something I am looking for if this happens."
"Migrating from the previous version to the current version is a little tricky."
"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."
"The quality of the service needs to be improved."
"When you update to a new version, you have to migrate your applications. That should be automated because it should not affect your ability to complete the task. If the version of the application changes, then you need to automate some part of that again."
"It would be good if the solution could extract or capture details from unstructured data."
"There are certain things that OCR engines are not capable of handling currently. For example, OCR engines pick up a slash as a question mark. They also don't have the capability to handle subcolumns in a column. It would be really helpful if they can add more OCR engines with advanced capabilities to handle such scenarios. We need more cognitive abilities in the OCR engines to deal with the most complex scenarios. We also need more advanced capabilities so that IQ Bot can give better results in terms of PDF quality. This is because we cannot expect the same quality from all the vendors and customers, and there might be scenarios where we get some sort of scanned copies."
 

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."
"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."
"Pricing for IQ Bot isn't good because if you're paying a lot and you're still getting some problems from it, then you can't give it a good rating. You have to compare how much you're taking out of your pocket with what you're getting from the solution. For example, I have a client paying $30 or $40 for the solution, but sometimes, he's still getting exceptions or errors from it. The cost of IQ Bot is too high, so people are hesitant to purchase the license for it. On a scale of one to five, with one being expensive, and five being affordable, I'm giving IQ Bot pricing a one."
"The price could be lower."
"IQ Bot's pricing is reasonable compared to other solutions but should be decreased further."
"The pricing is reasonable."
"With the Cloud, the price goes up and down. You only pay for what you use."
"It's expensive."
"It has an average cost."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Computer Software Company
12%
Manufacturing Company
11%
Insurance Company
10%
Educational Organization
9%
Financial Services Firm
8%
Manufacturing Company
6%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Large Enterprise7
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise29
 

Questions from the Community

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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...
 

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Overview

 

Sample Customers

Hyperscience's customers are some of the top enterprises in the Insurance, Government, Financial Services, and Healthcare industries.
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