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Amazon Managed Workflows for Apache Airflow vs AutoSys 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
6.7
Number of Reviews
37
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
AutoSys Workload Automation
Ranking in Workload Automation
4th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
84
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of December 2025, in the Workload Automation category, the mindshare of JAMS is 2.3%, up from 1.5% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.6%, up from 0.5% compared to the previous year. The mindshare of AutoSys Workload Automation is 8.9%, down from 15.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Market Share Distribution
ProductMarket Share (%)
JAMS2.3%
AutoSys Workload Automation8.9%
Amazon Managed Workflows for Apache Airflow1.6%
Other87.2%
Workload Automation
 

Featured Reviews

Patrick Norton - PeerSpot reviewer
Manager of Reliability Engineering and Security Operations at a computer software company with 501-1,000 employees
Support has been among the most helpful and knowledgeable we've ever worked with but performance monitoring needs improvement
The monitoring of the JAMS product and its performance is an area of concern for me. I also need better tools to adopt version seven. Another area for improvement would be the addition of source control for jobs internally, as this feature would solve several problems for me. JAMS has some quirks. It has a bit of a learning curve. Some exceptions are not intuitive, such as when a job is terminated due to exceeding its defined runaway time limit. This generates a misleading exception message that is difficult for new users to understand and requires experience to interpret correctly. Stalled jobs present a unique challenge, particularly when pushing a system like JAMS version six to its limits. While rare, these instances occur when jobs become unresponsive despite appearing in API queries but not in the monitoring console. Although workarounds exist, they highlight the need for improved native monitoring capabilities within JAMS. Currently, the system assumes flawless operation, necessitating supplemental monitoring tools to detect issues like excessive pending or stalled jobs, ensuring timely intervention by our teams.
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.
PK
Assistant VP at a financial services firm with 10,001+ employees
Experience significant automation with robust integration and user-friendly interfaces
There are areas of AutoSys Workload Automation that have room for improvement. They are implementing good enhancements in the R24 release. The web UI needs some improvement. Cloud integrations are limited to 25 or 30 configurable plugins and integrations to the cloud. They can improve in that area. They have separate tools, not AutoSys Workload Automation, such as Atomic and other SaaS-based solutions that can run inside the cloud. AutoSys Workload Automation can be configured in the cloud, but it requires a substantial number of VMs depending on the load. For on-premises deployment, it is a very good solution. They need to increase their footprint in the cloud and improve the web UI. They are making excellent progress in the R24 release.

Quotes from Members

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

Pros

"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 scheduling and execution of jobs are the most valuable features. The scheduling is important because if there is a task we want to execute at 4:00 AM, there's no way we will have someone who can manually run the job. In addition, we execute 100 to 200 jobs per day, and manual intervention is not an option."
"JAMS has helped save IT staff time by automating tasks previously performed with scripts, and its scheduling feature has been particularly useful."
"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."
"The alerting in it is really targeted... you can set specific alerting so that if jobs in a given folder fail, certain people are alerted. You can also set security at the folder level, so that only people in those areas can go set them. That means that the alerting and security can be set at a very granular level."
"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."
"The product is easy to use."
"JAMS has improved our productivity immensely because everything flows. I don't think we could operate at our current staffing levels without it."
"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."
"We use technical support all the time. We would be lost without them. They're fantastic. Really good job. We're able to reach the right person to help us out right away."
"The capabilities of the product to schedule on multiple platforms, multiple operating systems."
"It streamlines processing really well, so we're able to cut down on our processing times."
"The best features in AutoSys Workload Automation are its scalability and robustness; it can process a significant amount of jobs within a short period without delays when supported by powerful infrastructure and can communicate with endless agents and scan all 10,000 agent machines within minutes, updating agent statuses in the database quickly."
"AutoSys significantly reduces manual effort."
"The CA workload agent has gotten much better. For our organization it's important for us to communicate in a secure fashion between the host and the other platforms, and we are able to do that with our CA product"
"The most valuable features of AutoSys Workload Automation are the file transfer protocol and file watcher. The solution has a user-friendly user interface. It is very simple to use. You have a scope of all your jobs, jobs are what you call tasks that you will automate in the solution. It lets you monitor everything in these jobs."
"We don't have to manually run things anymore. We can have the work that a team of 50 people would do, all inside of one platform."
 

Cons

"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."
"The client is horrible. Every time JAMS puts out a survey on what they can improve, I always say, "The client: When you are setting up jobs, it is quite horrible." The response has been, "Well, we are just using the Windows foundation," and I am like, "Why isn't it only your product?" We can get around it now that we know its quirks, but it is not the most user-friendly of tools out there. The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back. It is not user-friendly at all."
"With no programming experience, I find JAMS code-driven automation challenging due to the required PowerShell scripting."
"I want JAMS to implement a global search function."
"JAMS doesn't allow us to implement SOC controls. We are a company that trades stocks on the New York Stock Exchange, so all our transactions are audited. It has a feature that saves the file for only a month but doesn't segregate the data between finance and SOC-related compliance."
"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."
"The error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."
"The UI could be better. There were some things that were not quite intuitive, such as the search tool. When we tried to search for jobs, we had to clear the entire search and then go in and enter the new search query. That's something that wasn't intuitive for a new user."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"The scalability is poor because I cannot use it for all automation solutions."
"In terms of what should be in the next release, I want integration and AI and so on. I'd like easy reporting where you can compare information, for example, "that job normally takes three minutes and last time it took six minutes or 10 minutes." Then you can get the information to the engineer of which job is taking more time than normal - understanding strange behavior compared to the baseline."
"We have to escalate through channels to get to somebody who knows what's going on. It takes time that we do not necessarily have.​"
"The reporting system, currently, could be better."
"AutoSys Workload Automation does not perform performance tuning, monitoring, or management."
"To make it a lot more user-friendly, in order to make it so other people can use it without having to do much training with it; the more user-friendly it is, the easier it is to work with."
"AutoSys Workload Automation could improve in the Linux environment. The previous versions of the AutoSys Workload Automation let you take the profile of the user that you were using to run the tasks that you're going to automate, but in the latest versions, you can't do that, you need to make more definitions and it's a little bit difficult. It was easier in the previous versions."
"Performance improvements in the UI would be appreciated."
 

Pricing and Cost Advice

"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"It's expensive, to be honest, but it does the job."
"In the end, you'll find that it's really worth the price. There is some sticker shock, but it's worth every dime."
"The product is reasonably priced, and we don't have any add-ons."
"There are no additional costs other than the license for Fortra's JAMS which is affordable."
"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."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"This is a good product at a fair price."
"It is not an inexpensive solution but it is less expensive than other options."
"It is overpriced."
"The price of this solution is reasonable and there is an annual license required."
"I certainly think the pricing is worth the value."
"We paid to use the solution monthly."
"The pricing needs to be improved. Some of my client's complained that it was too expensive."
"I don't have information on the exact licensing cost of AutoSys Workload Automation because that's managed by the tools and financing teams. For agents, it's close to $4,00, but for the server setup, it's usually a one-time license initially, and it's AMC which is paid every year and comes close to $8,000 to $10,000."
"People need to pay attention to how they use their ESP agents on the distributed platform. That's where some of the cost comes in, based on how many you need or how many you use."
"There is an annual license to use AutoSys Workload Automation."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
14%
Manufacturing Company
9%
Healthcare Company
5%
Financial Services Firm
26%
Outsourcing Company
7%
Healthcare Company
6%
Energy/Utilities Company
6%
Financial Services Firm
43%
Manufacturing Company
9%
Retailer
5%
Computer Software Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise8
Large Enterprise18
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise5
Large Enterprise77
 

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?
They recently switched to subscription-based pricing, which increased. The price is fair considering the functionalit...
What needs improvement with JAMS?
As far as we are using JAMS version 6, it looks good and there is nothing major to add about it. Everything is functi...
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...
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 b...
What do you like most about AutoSys Workload Automation?
The most valuable aspects of AutoSys Workload Automation are its performance, scalability, and ease of getting starte...
 

Also Known As

No data available
No data available
CA Workload Automation, CA Workload Automation AE
 

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
Gaumont, Mercantil do Brasil, CCEE, Hanwha Life
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. AutoSys Workload Automation and other solutions. Updated: November 2025.
879,310 professionals have used our research since 2012.