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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
Sponsored
Ranking in Workload Automation
3rd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
44
Ranking in other categories
No ranking in other categories
Ab Initio Co>Operating System
Ranking in Workload Automation
17th
Average Rating
8.8
Reviews Sentiment
6.8
Number of Reviews
5
Ranking in other categories
Data Integration (29th)
Automic Automation
Ranking in Workload Automation
2nd
Average Rating
8.4
Reviews Sentiment
6.4
Number of Reviews
104
Ranking in other categories
Business Orchestration and Automation Technologies (13th)
 

Mindshare comparison

As of June 2026, in the Workload Automation category, the mindshare of JAMS is 3.0%, up from 2.0% compared to the previous year. The mindshare of Ab Initio Co>Operating System is 1.5%, up from 0.7% compared to the previous year. The mindshare of Automic Automation is 5.5%, down from 7.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
Automic Automation5.5%
JAMS3.0%
Ab Initio Co>Operating System1.5%
Other90.0%
Workload Automation
 

Featured Reviews

LV
Principal Data Base And Infrastructure Engineer at a outsourcing company with 501-1,000 employees
Automation has replaced nightly monitoring and delivers reliable, unified job scheduling
We have really enjoyed working with JAMS in terms of notifications, alerts, and streamlining. There used to be a process with Automate, which is another product from Fortra, but even before that, the other division of the company that we were merging with had a tool that was built in-house called a file handler or file distributor. It was an in-house developed tool, but it was not as streamlined or as efficient as JAMS is. We literally had to have a dedicated nighttime person monitoring. Although we are 24/7, the divisions of the company that we were using JAMS for have been small scale. While we have automated it, we have streamlined it in such a way that notifications go out and alerts go out, but if there is anything, then we get paged and alerted, and if anything needs to happen at midnight, we can wake up. On the other hand, with the tool I mentioned, the file handler and distributor, we used to have a dedicated nighttime person that had to be sitting and monitoring it to see when a file arrived, whether it met the conditions, and then execute the next particular job. By using JAMS, we have gained a lot more efficiencies in terms of all of those to streamline it, and there is no necessary need for having an overnight engineer just keeping an eye on all of this.
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

"We have over 50 jobs running daily to manage all the integration of our systems and we don’t have to monitor these jobs; they just run, JAMS centralizes the management of jobs in our environment, has streamlined our monitoring, saves us about four hours a week in troubleshooting time, and has helped free up about eight hours a week of IT staff time."
"JAMS has helped save IT staff time by automating tasks previously performed with scripts, and its scheduling feature has been particularly useful."
"The code-driven automation for more complex scheduling requirements frees up time because it's really easy to use... It's almost like a stand-alone software that we can't live without."
"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."
"The ability to sequence jobs is excellent; it means we don't have to schedule them individually, and if one fails, it doesn't unwind the entire workflow."
"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."
"The most valuable aspect of JAMS is its robustness."
"JAMS has improved our productivity immensely because everything flows. I don't think we could operate at our current staffing levels without it."
"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."
"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."
"It is hands-down the best product out there."
"We use it to automate our business."
"No competitor has this mass possibilities to design processors for automation solutions."
"Compared to other products, the stability is remarkable."
"All the components that it can use to design work flow; process automation."
"The most valuable feature is the flexibility of the tool."
"The very special feature that we use is the connection to ServiceNow."
"We have seen improvements in time efficiency and cost resources, because we are mainly focused on the SAP area, and its automation in that part."
 

Cons

"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."
"The JAMS automation code isn't so clean."
"The error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."
"Right now there's not much of an Azure integration with JAMS at the moment directly because we run separate pipelines."
"I would like to see the ability to interface with Microsoft group-managed service accounts, but they're still in the research phase. They need to ensure everything's legit and safe. The report designer and dashboards could also be improved. We're running 7.3, so I don't know if they have updated the reporting in 7.5, but I think the reports and dashboards could be better."
"JAMS lacks source control features. Our previous solution had job control language, but JAMS doesn't. When migrating between versions, JAMS doesn't migrate all the data, like job change history, etc. Also, the scheduler doesn't have a way to make jobs invisible, so you can temporarily turn a job off if you decide not to run it today."
"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."
"There could be a better simulation for banning the termination. You have to simulate every one of the processes in order to have an idea for better planning. This kind of simulation is broken and needs improvement."
"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."
"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."
"We would like to have some features with the AWI with the founding technique, which cannot currently be delivered."
"With every new version, things that would previously work, Automic breaks them. So, we have to report the new bugs. Therefore, every time when we patch the system, there is usually a new bug or a feature that was working, then it stops working."
"Content of file transfers cannot be searched by the system, but has to be done by the user interface. This is not good, as it has been erased often."
"The interface could be made more user-friendly in terms of job creation and scheduling, especially when doing bulk job creation."
"During installation, some database elective issues popped up. These took some time to fix, but after some back and forth communication, these issues were resolved."
"My biggest complaint is that there is no list price. We work with Oracle, Microsoft, IBM, etc., and all of them have list pricing. Automic, right up until today, has never had list pricing. This makes things difficult, because we need to plan budgets for the next year and can't."
"There are too many bugs to be solved after a version upgrade."
"Automic's database structure is not intuitive. When upgrading, the system breaks down frequently and we require a lot of support."
 

Pricing and Cost Advice

"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 product is reasonably priced, and we don't have any add-ons."
"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."
"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 expensive, to be honest, but it does the job."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"Automic Automation is costly."
"I'm not sure about licensing costs, but I know the base price is about $3,000, and you can get some kind of discount per node."
"Automic Automation's pricing is excellent, especially in comparison to similar solutions."
"The pricing was client-wise, but they are changing it to execution-wise pricing. So, we are in negotiation."
"We have increased efficiency with this application."
"Every time there is a task which must be repeated, the solution can reduce costs."
"Pricing is competitive compared to other major vendors."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Construction Company
12%
Manufacturing Company
8%
Comms Service Provider
6%
Financial Services Firm
26%
Construction Company
10%
Comms Service Provider
6%
Retailer
6%
Manufacturing Company
16%
Financial Services Firm
15%
Computer Software Company
8%
Insurance Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise14
Large Enterprise20
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, setup cost, and licensing is that the pricing was acceptable. I have gone with JAMS licen...
What needs improvement with JAMS?
I am fine with what JAMS offers and have nothing to suggest for improvement. JAMS' code-driven automation is not wide...
What is your primary use case for JAMS?
My main use case for JAMS is scheduling, which is the primary usage. I am mainly using JAMS for scheduling various jo...
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: June 2026.
900,747 professionals have used our research since 2012.