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Ab Initio Co>Operating System vs Control-M comparison

 

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

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)
Control-M
Ranking in Workload Automation
1st
Average Rating
8.8
Reviews Sentiment
7.0
Number of Reviews
123
Ranking in other categories
Process Automation (2nd), Managed File Transfer (MFT) (3rd)
 

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 Control-M is 20.7%, down from 26.6% 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.
Ujjwal Sachdeva - PeerSpot reviewer
Efficient automation and boosted workflow but needs better integration methods
Control-M is a bit faster compared to other solutions. The job and coding are easier. Also, my DevOps and Ops teams work collaboratively with it, enhancing its efficiency. The workflow is much easier compared to the ACS services we were using. Automation is more advanced, deployment is fast, and version control has been simplified.

Quotes from Members

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

Pros

"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"Ab Initio Co>Operating System support is the best I have encountered."
"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."
"It has a very good GUI. We can search for a job very easily. The web interface, user account creation, and access control are very good. From an access control point of view, we can provide access to as many users as we want. A second group of users can be given a certain number of features, according to the requirements. The web interface is very easy for end users to login and use. A lot of features have been added, e.g., adding jobs. They can add jobs to their stuff, whatever they want, then get it validated by the scheduling team and work it into production."
"The product has improved dramatically over the years; it offers a lot in terms of features and capabilities and integration with third-party tools. A wide range of models available with the product is critical in reducing manual and mundane work such as custom script writing. This saves significant amounts of time and, by association, money for the organization."
"Because it's a tool which allows us to do scheduled work, it allows for notifications when jobs aren't running within that scheduled time frame. This improves the opportunity to meet SLAs."
"Monitoring is a valuable aspect of it. The monitoring tool is very good, and it is easy for expert and entry level users to use on a short notice."
"The most effective feature of Control-M is the API integration."
"In Helix Control-M, we have the automation API that allows us to customize and do integrations easily in any script, such as Java or Python. It is all integrated within the integration API."
"It has multiple features. You can plan your execution in Control-M. It provides one single window where you can define workflows regardless of geographic boundaries and platforms. A batch process can be executed from this single window. It provides insights into your processes. Your business people will know what process they are running and what is the state of the process. Instead of knowing that they're not going to meet the SLA the next morning, the business people immediately know the changes in their process. Control-M is very easy. I can tell a non-technical person that this is how it works, and he would be able to easily understand it. Business people can understand the methodology of Control-M and the intuitive features that it has. It has a fantastic graphical user interface and is easy to understand. You just have to drag and drop but in a very intuitive way. Monitoring features are also good. It has different color coding schemes, which can help you to understand the status of your workflow. An operator who is not that technical and is just monitoring the status of the application can see by color-coding the status of a process. If anything goes wrong or a process is stuck, it gives you a hint. You can just right-click and see the logs and the output. Even if the system is not right there in the data center and is located somewhere else, you can monitor it right from there and see the workflows."
"The most valuable features are the managing of file transfers and the product keeping up with technology."
 

Cons

"Co>Operating System would be improved with more integrations for less well-known technologies."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Ab Initio Co>Operating System is a very expensive product."
"A smartphone interface would be welcome."
"The community and the networking that goes on within that community need improvement. We want to be able to reach out to an SME, and say, "Hey, we are doing it this way. Does that make sense?" Ideally, they come back. and say, "Yes, it does make sense to do it that way. However, if you want to do it this way, then it is a little more efficient." We understand that one solution framework doesn't fit everybody. Depending on the breadth of the data and how broad it is, you may have different models for one over the other."
"The infrastructure could be improved."
"Right now, Control-M is the leader in EMA analysis, which is similar to Gartner. However, clients want to invest in a strong technology, and therefore this product needs to keep up with the high expectations set for it."
"While they have a very good reporting facility, the reports that I'm asked to produce, a lot of times aren't necessarily what we need."
"The reporting functionality needs a lot of work. We have faced problems with different versions where we run the right report, but it gives us blank entries. Then, when we run the same report again, it gives the correct data."
"There is definitely room for improvement. Version 9.0.20 actually comes with a web-based interface, but there are still a lot of things unavailable with it. There will eventually be more inclusions added into the web interface, but there is still a long way to go."
"We've also had a few database bugs within our organization. I think we are migrating to OpenJDK rather than just regular Java and that has since shown some issues with our Control-M instance, timing out and causing our jobs to stop running. We are still working with BMC to fine-tune that and get that resolved."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"One of the restrictions that we had was with some of the licensing, and not having any insight on the financials part of the product. I don't know what the licensing on the product is, but we don't have an unlimited enterprise license. So, there might be a limitation on either the cost of the licensing or the number of seats."
"This is an area where it is a little difficult to work with BMC. They want to do licenses by job, which is what we have. For example, the simplest is to license by job, but they can also license by nodes. While the licensing is simple to use, it might not be the correct licensing model for the customer. It is okay because we want to license by job, which is something measurable. At the end of the day, licensing by job is the most important."
"You're going to spend a lot of money upfront, but the benefits you're going to get out of it are going to quickly pay for it."
"We are paying way more for Control-M than we've paid for any of our other scheduling tools."
"It depends. It's packaged in such a way that you can buy the base model without all of the fancy stuff. You can try and keep your price similar to competitors. I guess it's natural throughout the world. It doesn't matter whether you're buying cell phones or something else. The best cell phone will always be more expensive."
"Control-M isn't cheap, but this is an enterprise model."
"This product saves hours in a day based on my experience working here versus other companies with manually operations."
"There are human costs in addition to the standard pricing and licensing of this solution."
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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%
Financial Services Firm
27%
Computer Software Company
12%
Manufacturing Company
7%
Insurance Company
6%
 

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...
How does Control-M compare with AutoSys Workload Automation?
Control-M acts as a single, centralized interface for monitoring and managing all batch processes, which is helpful because nothing gets left unattended since it is all visible in one place, and th...
What do you like most about Control-M?
First of all, the shift from manual to automation has been valuable. We have a tool that can automate.
What is your experience regarding pricing and costs for Control-M?
Its cost can be more competitive. One of the main things customers look at is the cost. It's not affordable. The cost is very high, according to my customers. The licensing cost is very high, and t...
 

Also Known As

Co>Operating System
Control M
 

Overview

 

Sample Customers

A multinational transportation company
CARFAX, Tampa General Hospital, Navistar, Amadeus, Raymond James, Railinc
Find out what your peers are saying about Ab Initio Co>Operating System vs. Control-M and other solutions. Updated: June 2025.
860,168 professionals have used our research since 2012.