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Amazon Managed Workflows for Apache Airflow vs IBM Workload Automation comparison

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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
6.9
Number of Reviews
38
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 March 2026, in the Workload Automation category, the mindshare of JAMS is 2.8%, up from 1.8% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.8%, up from 0.6% compared to the previous year. The mindshare of IBM Workload Automation is 4.5%, down from 7.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS2.8%
IBM Workload Automation4.5%
Amazon Managed Workflows for Apache Airflow1.8%
Other90.9%
Workload Automation
 

Featured Reviews

reviewer2770605 - PeerSpot reviewer
Cloud Engineer at a financial services firm with 501-1,000 employees
Has streamlined complex job scheduling across scripting languages while reducing manual effort
JAMS could be improved with a web client that is accessible and as fast as a normal website, eliminating the need to RDP to the servers to access the JAMS client. A functionality running on the JAMS server to continuously check the JAMS agents would ensure they are working properly. If an agent is not responding, a feature to restart the service from the job server machine would be beneficial. The upgrade process, particularly when switching from V6 to V7, could be clearer in terms of documentation, ideally with screenshots showing exactly what needs to be done on each screen.
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

"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."
"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 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."
"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 feature or capability to import a job is most valuable. We can import an existing job from different platforms, and all the configurations get migrated as well without modifying the code, job schedule, etc."
"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."
"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."
"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."
"I have supported this product in literally 100s of different environments and its unmatched in its ability to scale to any size."
"It is a great way to centralize your enterprise workload to provide better visibility to support groups and better cohesion between applications."
"Tivoli consistently runs jobs as scheduled and precisely as defined."
"This solution has a request feature where users can request the added features they need to have developed. Based on client voting for those features, these are developed and released."
"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."
"Customer Service: IBM customer service is great."
"The solution helps automate processes so that the workload can be handled on a daily basis."
"I recommend IBM Workload Automation as it's a well-established and stable product."
 

Cons

"Sometimes the UI is not the most responsive I've ever used. But because it does its job, I don't complain."
"The JAMS automation code isn't so clean."
"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."
"If there were a softcover book on how to really take advantage of all of JAMS' tools, I would buy it. I do better with training books than online searching, so a book would be helpful."
"The documentation is not super... It's not as quick and slick as I'd like it to be."
"The ACL or access permission area needs to be improved. When it comes to defining and providing security permissions, it's a bit confusing if you are new to JAMS. JAMS needs to improve the features for security access or permissions."
"We have had a lot of people working from home who can't always connect to the JAMS server. We use VPN, as most companies do, and we have it set up so that everybody can access the JAMS server. But many times, our people cannot access it... JAMS could do a better job of telling you what the problem is when you try to log in to the server."
"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."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"ROI seems very low and rate of realization is too slow for simple networks."
"A few things are missing but I can manage without them, such as a cross-reference report."
"The solution should offer more free technical sessions to customers so that they can gain more experience or learn more about how to use it."
"The GUI is not easy for non-technical users."
"The configuration of IBM Workload Automation has some challenges. We have a difficult time customizing it, but it is similar to other solutions."
"8.5.1 is not stable, we've since moved to 8.6 but the front-end GUI was very slow."
"Scalability-wise, it can be a little bit challenging."
"Slow down on the releases a bit. I fully understand that IWA functionality is increasing at an amazing rate, but trying to keep up with the upgrades is rough."
 

Pricing and Cost Advice

"It's expensive, to be honest, but it does the job."
"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."
"There are no additional costs other than the license for Fortra's JAMS which is affordable."
"The pricing is reasonable."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"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."
"I haven't been involved in the financial side for several years, but we buy one host and unlimited agents, and we get a reasonable price for that. We're happy with the amount we pay and the scalability it provides."
"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."
"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."
"We transitioned from a server license to per job license, and that saved us a lot money."
"The solution's pricing is affordable."
"Pricing depends on the number of agents that you install."
"The contract is with the customer with whom we are working, so IBM is not directly involved in this."
"The solution is a little bit expensive."
"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%
Manufacturing Company
10%
Computer Software Company
9%
Healthcare Company
5%
Financial Services Firm
24%
Outsourcing Company
8%
Computer Software Company
6%
Comms Service Provider
5%
Financial Services Firm
25%
Retailer
8%
Manufacturing Company
6%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise8
Large Enterprise19
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise29
 

Questions from the Community

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?
My thoughts on the pricing of JAMS are that I won't say it is cheap, but it is cost-efficient, and that should be acc...
What needs improvement with JAMS?
An area that has room for improvement is related to the AWS RDS and database part, where they said that is in progres...
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

Demo not available
Demo not available
 

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: March 2026.
884,873 professionals have used our research since 2012.