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Amazon Managed Workflows for Apache Airflow vs IBM Workload 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
Amazon Managed Workflows fo...
Ranking in Workload Automation
20th
Average Rating
6.6
Reviews Sentiment
5.7
Number of Reviews
2
Ranking in other categories
No ranking in other categories
IBM Workload Automation
Ranking in Workload Automation
8th
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
33
Ranking in other categories
No ranking in other categories
 

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 Amazon Managed Workflows for Apache Airflow is 1.9%, up from 1.0% compared to the previous year. The mindshare of IBM Workload Automation is 4.3%, down from 6.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS3.0%
IBM Workload Automation4.3%
Amazon Managed Workflows for Apache Airflow1.9%
Other90.8%
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.
IP
Business and Technology Strategy Lead at Cognix Inc
Operational workflows improve as we address needs but technical support costs affect resources
Amazon Managed Workflows for Apache Airflow is easy to use and offers great scalability. The more we include and extend our capabilities, we can easily scale up according to our needs. When we compare it to other tools in the market, such as Control-M and other technologies, Airflow offers a lot of flexibility. Using this tool minimizes costs and maximizes efficiency.
reviewer2701716 - PeerSpot reviewer
Technical Lead at a financial services firm with 1,001-5,000 employees
Dynamic workload balancing facilitates efficient job scheduling and ensures continuity with a master-slave setup
One valuable feature of IBM Workload Automation is the ability to combine different applications and platforms to organize jobs together, creating dependencies. It's akin to an orchestra. Another feature is dynamic workload balancing, which I find enhances efficiency by automating job setup to run daily. Moreover, having a backup setup allows for immediate recovery if the master setup fails.

Quotes from Members

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

Pros

"We also use the solution’s Interactive Agents. If we need to push something to our dealer portal, we can just drop a file in a folder and it goes. Running interactive tasks helps me users focus on business processes since I don’t have to take care of running the jobs manually."
"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."
"It has definitely drastically improved our capabilities to scale our automation. Before JAMS, there were a lot of manual processes. We had a couple of operators who spent all day doing that. A lot of the time with human intervention and human processes, it is as good as the person who may be following a procedure and human error is a big problem."
"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."
"It's worth its weight in gold and we cannot get rid of it now."
"The most valuable feature is the easily accessible data in the database because we run a lot of SQL scripting against the database."
"It's a full-featured job scheduling tool. The part that I liked the best was the support team. This tool was new, and we were all learning it and setting up the different jobs that were complex in nature. Their support team was very responsive in helping us out through the setup and resolving the issues. They have been incredibly awesome."
"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."
"Amazon Managed Workflows for Apache Airflow is easy to use and offers great scalability; the more we include and extend our capabilities, we can easily scale up according to our needs."
"One of the product's main strengths is that it is well-suited for a DevOps pattern, allowing us to automate our CI/CD pipeline."
"Technical support from IBM is very good."
"Provides a robust, full spectrum enterprise-wide WLA platform."
"Depending on that it may be interesting to use Tivoli because it is a good tool."
"These are a few flaws in TWS, but operation-wise and handling-wise, it is a superb tool as compared to other batch job scheduling tools."
"The solution helps automate processes so that the workload can be handled on a daily basis."
"It offers features like MDM and a Windows workstation, although there are some technical dependencies. It is more user-friendly and also includes failover and failback capabilities. While both systems offer high availability, Control-M's high availability is superior to AWS's."
"Automation capabilities with dependencies, long-term plan and modifying current plan, and ease of use are the product's most valuable features to me."
"We transitioned from a server license to per job license, and that saved us a lot money."
 

Cons

"With no programming experience, I find JAMS code-driven automation challenging due to the required PowerShell scripting."
"The cost has definitely gone up tremendously. That is where I do know, as much as the feature sets are there, and if the newly acquired company is going to be doing a pushback, they might just say, 'Do we still need to pay this much? Or at that point, should we look into an alternative?'"
"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."
"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."
"To improve JAMS, it should resolve the issues with the JD Edwards application and the need for the SSH agent in the current version, which has been a problem for a while."
"Sometimes the UI is not the most responsive I've ever used. But because it does its job, I don't complain."
"I would like a simple web interface that I could give to my team to go in and kill jobs or see why jobs died so that we don't have to drill down deeper into the application and know everything about it. It would be good to have a really clean web engine that would say here are the jobs running. We can then click to see the time running and whether any of them fails and other similar things. I know they have one, but it's not very simplistic."
"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."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"Scalability-wise, it can be a little bit challenging."
"Other solutions like Control-M are better than this solution. IBM should have better integration with the cloud. It should support other schedulers that aren't IBM products."
"One area of improvement is the user interface. While it is extremely functional, it’s not very user friendly and it’s difficult to visualize the flow of a complicated job schedule."
"The performance of the previous versions could be better."
"The schedule refreshes daily and that's a challenge for us."
"I would like to be able to access the return value or result from one job, in the following job."
"The GUI is not easy for non-technical users."
"A few things are missing but I can manage without them, such as a cross-reference report."
 

Pricing and Cost Advice

"All licensing models are a little overpriced, but JAMS offers a good value, especially given their support response times and ability to handle unforeseen issues like the SFTP transfers. I hope to find more use cases to get a better bang for our buck."
"The pricing is reasonable."
"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."
"For what it does, the product is priced very well."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
"It's expensive, to be honest, but it does the job."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"It was $10,000 for the first year. Then, there is a maintenance cost for licensing every year that we get billed $5,000 for every year."
"It is not an inexpensive solution but it is less expensive than other options."
"To my knowledge, IWA is the only WLA product that will provide "parallel tracking" capability to assist in upgrading from one platform to IWA."
"Pricing depends on the number of agents that you install."
"We transitioned from a server license to per job license, and that saved us a lot money."
"The solution's pricing is affordable."
"The solution is a little bit expensive."
"The contract is with the customer with whom we are working, so IBM is not directly involved in this."
"It is about one-third of the cost of a controller."
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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
24%
Outsourcing Company
7%
Comms Service Provider
5%
Computer Software Company
5%
Financial Services Firm
26%
Retailer
7%
Manufacturing Company
6%
Construction Company
5%
 

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 Business4
Midsize Enterprise1
Large Enterprise30
 

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 is your experience regarding pricing and costs for Amazon Managed Workflows for Apache Airflow?
I rate the product pricing a five. It is not an inexpensive solution but it is less expensive than other options like...
What needs improvement with Amazon Managed Workflows for Apache Airflow?
Customization in general depends on the use cases that we are trying to address, but I don't have a specific thing ri...
What advice do you have for others considering Amazon Managed Workflows for Apache Airflow?
Custom Generalizations do not directly correlate with specific sections conventional to reviews. Less clarity on dire...
What needs improvement with IBM Workload Automation?
IBM Workload Automation could be improved by reducing its cost. The maintenance charges have increased significantly,...
What is your primary use case for IBM Workload Automation?
We use IBM Workload Automation ( /products/ibm-workload-automation-reviews ) as a scheduler. We install agents on the...
What advice do you have for others considering IBM Workload Automation?
I recommend IBM Workload Automation as it's a well-established and stable product. However, the cost is a concern. Th...
 

Also Known As

No data available
No data available
IBM Tivoli Workload Scheduler, IBM TWS
 

Interactive Demo

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Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Information Not Available
Standard Life Group, Banca Popolare di Milano, A*STAR, ArcelorMittal Gent
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. IBM Workload Automation and other solutions. Updated: June 2026.
900,747 professionals have used our research since 2012.