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Ab Initio Co>Operating System vs Automic Automation 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

JAMS Scheduler
Sponsored
Ranking in Workload Automation
2nd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
56
Ranking in other categories
No ranking in other categories
Ab Initio Co>Operating System
Ranking in Workload Automation
20th
Average Rating
8.8
Reviews Sentiment
6.8
Number of Reviews
5
Ranking in other categories
Data Integration (32nd)
Automic Automation
Ranking in Workload Automation
3rd
Average Rating
8.4
Reviews Sentiment
6.4
Number of Reviews
104
Ranking in other categories
Business Orchestration and Automation Technologies (16th)
 

Mindshare comparison

As of November 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.6%, up from 2.2% compared to the previous year. The mindshare of Ab Initio Co>Operating System is 1.6%, up from 0.9% compared to the previous year. The mindshare of Automic Automation is 4.5%, down from 7.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS Scheduler3.6%
Automic Automation4.5%
Ab Initio Co>Operating System1.6%
Other90.3%
Workload Automation
 

Featured Reviews

SP
Developer at a consultancy with 1,001-5,000 employees
Centralized scheduling has improved automation and reduces manual monitoring for complex workflows
The best features JAMS Scheduler offers are centralized job scheduling, dependency management, and monitoring. I also appreciate the alerts and retry options because they help us handle failures without constantly checking jobs manually. Centralized scheduling makes it easier to manage all our jobs from one place instead of maintaining multiple schedulers or scripts. Dependency management is especially useful for chaining workflows because JAMS Scheduler can automatically trigger the next job only when the required previous step completes successfully. Another useful feature is the monitoring and alerting. If a scheduled job fails or runs longer than expected, we can quickly identify it and take action, which is particularly helpful for production support and reducing manual monitoring. JAMS Scheduler has helped quite a bit with identifying common job failures, missed schedules, dependency issues, and execution errors. The alerts and job history make it easier to identify the failure point and take corrective action without manually checking every workflow. JAMS Scheduler's code-driven automation has been useful for handling more complex scheduling logic and workflows that go beyond simple time-based triggers. It is important for us because we can combine scripts, dependencies, conditions, and parameters to support different production scenarios without creating too much manual intervention.
reviewer2777331 - PeerSpot reviewer
Data Analyst at a tech services company with 11-50 employees
Metadata-driven lineage has transformed our data governance and delivers flexible integration
While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict with each other. If I'm using two separate import feeds for running my codes and they contain the same code inside, they experience conflicts, which creates difficulties. I believe this should not occur because it requires me to clear the work queue to run my import feed. I don't believe there are any missing features in Ab Initio Co>Operating System so far, but I would appreciate a better search feature. The global search is excellent, but a more in-depth search feature that allows me to search within the feeds or assets would be beneficial.
Peter Grundler - PeerSpot reviewer
Senior Consultant at Tricise
Helps to move away from manual tasks and offers wide platform support and web-based interface
Customers want to move away from manual monitoring and checking processes. Automating these processes helps in time-saving and reduces human error. When you automate business processes, it reduces mistakes. It eliminates the risk of manual errors such as typos. There is a 20% to 30% reduction in human error. It fulfills all the needs when it comes to visibility and control across various operating platforms. It is the perfect product for managing processes that span multiple operating platforms. Automic Automation has the widest platform support compared to other products, such as Control-M, Tivoli from IBM, or Stonebranch. It definitely helps with compliance processes. We have had a lot of customers for two years with a focus on compliance, and it works. They were successful. Due to the fact that our customers can automate a lot of things, it reduces operating costs. It is hard to give a number because the savings are different for each customer. If a customer never had any automation, there could be about 80% savings after implementing Automic Automation, whereas for a customer who already has automated tasks, the difference will be less by adding Automic Automation. They might see 5% to 10% more savings. Automic Automation helps improve our ability to meet SLAs. In the recent versions, SLA management has been integrated, which previously was an external component. Because a lot of customers used it and asked Broadcom to implement SLA management into the workload engine, Broadcom included it. We see more and more customers running their SLA management via the Automic Automation product.

Quotes from Members

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

Pros

"I find the historical tracking feature of JAMS invaluable for reviewing past events."
"By using JAMS, my company has seen benefits such as getting to know about Google products and the latest features that are newly launched by Google, and they help me in building my projects portfolio and engaging with knowledge."
"JAMS has improved my organization by taking a myriad of manual processes and allowing us to automate them. It enables our folks to focus more on tasks that require their human intelligence and their creativity and less on just mundane tasks. It increases efficiency, accuracy, and consistency."
"I like how you can add new execution methods on the fly. It isn't overly complex to add Python script support to an execution method in the JAMS system. The scheduling is excellent. You can schedule a maintenance window and take that resource unit out of everything. It halts all of the jobs."
"JAMS Scheduler has positively impacted my organization because we know it works, we know it is reliable, and we know we can set up jobs and schedules to run without needing to think about them again."
"One of the best features JAMS Scheduler offers is that it is cheaper than any other scheduler, making it a significant advantage alongside its user-friendliness that allows easy checking of logs and failures."
"JAMS offers diverse scheduling capabilities for any kind of job, including Linux, PowerShell scripts, and SQL, enabling automation of jobs, which has proven beautiful after three years of usage."
"The most valuable aspect of JAMS is its robustness."
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"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."
"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."
"Ab Initio Co>Operating System support is the best I have encountered."
"It is very stable; I have set up a personal environment on some virtual machines, and it was very smooth and fast, with zero downtime and very good performance, which is impressive for anyone who wants to use this solution."
"The most valuable feature is the flexibility of the tool."
"We are able to control and change our processes when necessary."
"It is easy to manage and customize the system. It performs well."
"We are very satisfied with the solution as a whole."
"ONE Automation has centralized tools, it is really strong and really easy to use ONE Automation."
"It has saved my customers time, money, resources, and efficiency."
"We have received a lot of time and cost efficiencies from using the product."
 

Cons

"JAMS has built-in reporting. I've never really used it. I tried using it a few years ago and I couldn't figure it out. It was wonky. It could be improved upon."
"They recently switched to subscription-based pricing, which increased."
"The tabs in the JAMS file transfer could be clearer. It would help us demonstrate to our client that JAMS not only automates jobs but also does fast transfers, and it's an alternative that supports and filters different kinds of platforms. Filtering file transfers will be highly beneficial to them."
"All my machines at work are Macs. JAMS client is a Windows-based thing. It is all built on .NET, which makes perfect sense. However, that means in order for me to access it, I need to connect to a VPN, then log onto one of our Azure VMs in order to access the JAMS client. This is fine, but if for some reason I am unable to do so, it would be nice to be able to have a web-based JAMS client that has all the exact same functionality in it. There are probably a whole bunch of disadvantages that you would get with that as well, but that is definitely something that would make life easier in a few cases."
"For the most part, JAMS is very stable. Occasionally, if you leave multiple windows open over a period of time, it is necessary to end that task and restart."
"One area for improvement would be making the user interface more intuitive, especially for new users working with complex job dependencies."
"It is important to receive notifications if a charged job fails and SQL is halted. JAMS does not provide halted notifications by default, which is a critical feature that needs to be added."
"The error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."
"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."
"Ab Initio Co>Operating System is a very expensive product."
"Co>Operating System would be improved with more integrations for less well-known technologies."
"Ab Initio Co>Operating System is a costly technology."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Integration with the cloud is an area for improvement. They have to make it somehow fit or usable for cloud use cases. Right now, it works great for our on-prem data center, but they have to come up with a very good reason why people should be using it in the cloud."
"We would like to have some features with the AWI with the founding technique, which cannot currently be delivered."
"It is very difficult to migrate. The release automation should be in one package."
"There is one missing part in the product concerning recurring tasks. You can schedule a recurring task by a context action, and run it as recurrent, but it creates a time container which can be quit and disappears."
"There are opportunities where things could be documented a little bit better."
"The support has declined somewhat over the years due to various takeovers. It's not as personal as it used to be."
"The scalability is limited by the SQL in the background, and that is a problem."
"They need to refine the system basics instead of adding more features."
 

Pricing and Cost Advice

"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."
"This is a good product at a fair price."
"The pricing is reasonable."
"For what it does, the product is priced very well."
"Definitely check how many single processes you want to run and count them as jobs. That is how you would work out your pricing on JAMS. For example, if you're running a number of commands and you can put them all into one script and run that script, you can count that as one job."
"It's certainly a lot cheaper than Tivoli and Control-M. In comparison to them, you get a lot more bang for your buck. You get pretty much the whole functionality and more, in some cases, when compared to Control-M, but at a fraction of the price."
"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."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"We came to a very good deal, but it took us three years to finalize."
"Broadcom has recently changed its licensing model. I do not deal with pricing, but from what I heard from customers is that due to the increased pricing, some of them are thinking of reducing tasks in Automic to have fewer executions. Others are thinking of replacing Automic Automation."
"The cost of arrays is high. If you want to buy an array for an application, and see value from it, you need about half a million dollars. That is too expensive."
"We have received a lot of time and cost efficiencies from using the product."
"The solution seems expensive to me, but it does the job well."
"Pricing is competitive compared to other major vendors."
"They have changed the pricing on their licensing, and it's cheaper than before."
"You do not need any humans to start jobs, so you can save a lot of money."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Comms Service Provider
10%
Construction Company
10%
Manufacturing Company
9%
Financial Services Firm
25%
Comms Service Provider
10%
Construction Company
10%
Healthcare Company
6%
Financial Services Firm
16%
Outsourcing Company
10%
Manufacturing Company
9%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise18
Large Enterprise30
No data available
By reviewers
Company SizeCount
Small Business19
Midsize Enterprise14
Large Enterprise67
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
My experience with pricing for JAMS Scheduler was good. The pricing was reasonable, and the vendor only charged us fo...
What needs improvement with JAMS?
JAMS Scheduler can be improved by sectioning off credentials and also the web functionality and setting that up.
What is your primary use case for JAMS?
My main use case for JAMS Scheduler is to trigger integrations as well as send out alerts and reports. For sending al...
What needs improvement with Ab Initio Co>Operating System?
While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficu...
What is your primary use case for Ab Initio Co>Operating System?
The flexibility of data type and source integration for my IT ecosystem is excellent because Ab Initio Co>Operatin...
What advice do you have for others considering Ab Initio Co>Operating System?
I have not been involved in the security access of the platform's data security features, but I know that Ab Initio C...
What is your experience regarding pricing and costs for Automic Workload Automation?
The pricing was client-wise, but they are changing it to execution-wise pricing. So, we are in negotiation.
What needs improvement with Automic Workload Automation?
Automic Automation has some disadvantages; it is more simplified, and sometimes it can be complicated. The technical ...
What is your primary use case for Automic Workload Automation?
I have been dealing with Automic Automation for probably around ten years. I have been both a partner with Automic, w...
 

Also Known As

No data available
Co>Operating System
Automic Dollar Universe
 

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
A multinational transportation company
ING, Adidas, 84.51, ESB
Find out what your peers are saying about Ab Initio Co>Operating System vs. Automic Automation and other solutions. Updated: November 2026.
920,769 professionals have used our research since 2012.