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Ab Initio Co>Operating System vs JAMS comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 8, 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

Ab Initio Co>Operating System
Ranking in Workload Automation
17th
Average Rating
9.0
Reviews Sentiment
7.7
Number of Reviews
4
Ranking in other categories
Data Integration (27th)
JAMS
Ranking in Workload Automation
5th
Average Rating
8.8
Reviews Sentiment
7.6
Number of Reviews
35
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2025, in the Workload Automation category, the mindshare of Ab Initio Co>Operating System is 0.7%, up from 0.2% compared to the previous year. The mindshare of JAMS is 2.0%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation
 

Featured Reviews

AM
Enables creation of sophisticated applications with powerful parallelism and quick, effective support
The most valuable features of Ab Initio Co>Operating System are its performance and the ability to implement parallelism. There are three kinds of parallelism in Ab Initio Co>Operating System, which allow us to create very sophisticated solutions for almost any kind of application. This parallelism is one of the strongest features. Additionally, its scalability offers a unique way to escalate applications that differs from other technologies. In terms of data processing, the emphasis is on understanding the data. Data profiling is fundamental, and Ab Initio Co>Operating System integrates tools to perform this within the GDE, as well as specialized products for this purpose. Data profiling graphs can be implemented when necessary to understand the data sources.
Patrick Norton - PeerSpot reviewer
Support has been among the most helpful and knowledgeable we've ever worked with but performance monitoring needs improvement
The monitoring of the JAMS product and its performance is an area of concern for me. I also need better tools to adopt version seven. Another area for improvement would be the addition of source control for jobs internally, as this feature would solve several problems for me. JAMS has some quirks. It has a bit of a learning curve. Some exceptions are not intuitive, such as when a job is terminated due to exceeding its defined runaway time limit. This generates a misleading exception message that is difficult for new users to understand and requires experience to interpret correctly. Stalled jobs present a unique challenge, particularly when pushing a system like JAMS version six to its limits. While rare, these instances occur when jobs become unresponsive despite appearing in API queries but not in the monitoring console. Although workarounds exist, they highlight the need for improved native monitoring capabilities within JAMS. Currently, the system assumes flawless operation, necessitating supplemental monitoring tools to detect issues like excessive pending or stalled jobs, ensuring timely intervention by our teams.

Quotes from Members

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

Pros

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"Ab Initio Co>Operating System support is the best I have encountered."
"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"The product is easy to use."
"One of the things I like the most, as a SQL DBA, is the fact that we can manipulate tables in the background. Also, the fact that you can have your own views and work with the product the way it fits best is a very helpful feature."
"I find the historical tracking feature of JAMS invaluable for reviewing past events."
"While I appreciate the other features, the agent stands out for its ease of installation and configuration for JAMS monitoring."
"The dashboard is intuitive."
"The most valuable feature for us is that it's DR-ready. With respect to disaster recovery, it has the built-in capability for failover to our DR site. If all of the required ports are open, it can be done seamlessly."
"JAMS has improved our productivity immensely because everything flows. I don't think we could operate at our current staffing levels without it."
"The interface is good, and it's very easy to define and create jobs. If a job is not running or there is an error, the solution will send an email. That's all very good and very useful."
 

Cons

"Ab Initio Co>Operating System is a very expensive product."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Co>Operating System would be improved with more integrations for less well-known technologies."
"The documentation is not super... It's not as quick and slick as I'd like it to be."
"The search capability needs to be improved because when we try to search for a job, it's hard to do."
"The biggest area with room for improvement is the area that my organization benefits the most from using JAMS, and that is in custom execution methods. I happen to have a very good C# developer. Ever since we got JAMS, he has spent a lot of time talking to JAMS developers, researching the JAMS libraries, and creating custom execution methods. He's gotten very good at it. He is now able to create them and maintain them very easily, but that knowledge was hard-won knowledge. It was difficult to come by, and if I should ever lose this developer, then I would be hard-pressed to find anyone who could create JAMS custom execution methods quite as well as he can since there really isn't all that much help, such as documentation or information, available on how to create custom execution methods."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"The UI could be better. There were some things that were not quite intuitive, such as the search tool. When we tried to search for jobs, we had to clear the entire search and then go in and enter the new search query. That's something that wasn't intuitive for a new user."
"When looking at a folder in JAMS with many jobs, it would be good to have better information in the list display of what's inside those jobs. We get some information, but other important details are missing."
"It does validations when you try to delete an object and if there are any dependencies in place, the deletion process will not proceed... there is no information provided as to what it was that caused the validation to fail... it's quite a tedious process to find which object is getting in the way."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"Take advantage of its scalability. You can start small. The initial cost is very reasonable. Once you have started picking up the tool and adopting it, then you can scale up from there and buy more agents."
"The licensing model for JAMS is straightforward and based on the number of agents, not the number of jobs you run. It's cheap and fairly simple."
"The pricing is very fair. We have seen very minimal to no price increases over the years. We are not banging down the door of support all the time either. I would imagine if we were a company that submitted a dozen support tickets a week for the last nine years, then it might be a little different because we would be eating up everybody's time. However, for what we get out of it, the pricing is extremely fair. Back when we were originally looking and brought in JAMS, we were looking at a couple of the other competitive products that were in this space, but the pricing from JAMS was far and away better than what the other competitors could offer for the same functionality."
"In the end, you'll find that it's really worth the price. There is some sticker shock, but it's worth every dime."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
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Top Industries

By visitors reading reviews
Financial Services Firm
35%
Computer Software Company
9%
Insurance Company
7%
Comms Service Provider
5%
Computer Software Company
18%
Financial Services Firm
14%
Healthcare Company
7%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?
If Ab Initio Co>Operating System could provide an environment that allows users to practice or use it on their own computers, it would be beneficial. Additionally, having more accessible online ...
What is your primary use case for Ab Initio Co>Operating System?
I am primarily in charge of building applications using Ab Initio Co>Operating System.
What advice do you have for others considering Ab Initio Co>Operating System?
If Ab Initio Co>Operating System provided an environment for users to practice on their own computers, it would be preferable. I sometimes recommend it based on company needs. I rate it eight or...
What do you like most about JAMS?
I find the historical tracking feature of JAMS invaluable for reviewing past events.
What is your experience regarding pricing and costs for JAMS?
They recently switched to subscription-based pricing, which increased. The price is fair considering the functionality and importance of the tool, although the increase did unsettle our management.
What needs improvement with JAMS?
A major improvement would be the integration of AI to help us accomplish various tasks. AI could assist in simplifying operations and could potentially enhance the tool's capabilities.
 

Also Known As

Co>Operating System
No data available
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

A multinational transportation company
Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Find out what your peers are saying about Ab Initio Co>Operating System vs. JAMS and other solutions. Updated: June 2025.
860,168 professionals have used our research since 2012.