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AWS Step Functions 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 Scheduler
Sponsored
Ranking in Workload Automation
2nd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
56
Ranking in other categories
No ranking in other categories
AutoSys Workload Automation
Ranking in Workload Automation
5th
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
84
Ranking in other categories
No ranking in other categories
AWS Step Functions
Ranking in Workload Automation
13th
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
15
Ranking in other categories
Business Process Management (BPM) (10th)
 

Mindshare comparison

As of November 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.6%, up from 2.2% compared to the previous year. The mindshare of AutoSys Workload Automation is 6.4%, down from 9.2% compared to the previous year. The mindshare of AWS Step Functions is 2.1%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS Scheduler3.6%
AutoSys Workload Automation6.4%
AWS Step Functions2.1%
Other87.9%
Workload Automation
 

Featured Reviews

SP
Developer at a consultancy with 1,001-5,000 employees
Centralized scheduling has improved automation and reduces manual monitoring for complex workflows
The best features JAMS Scheduler offers are centralized job scheduling, dependency management, and monitoring. I also appreciate the alerts and retry options because they help us handle failures without constantly checking jobs manually. Centralized scheduling makes it easier to manage all our jobs from one place instead of maintaining multiple schedulers or scripts. Dependency management is especially useful for chaining workflows because JAMS Scheduler can automatically trigger the next job only when the required previous step completes successfully. Another useful feature is the monitoring and alerting. If a scheduled job fails or runs longer than expected, we can quickly identify it and take action, which is particularly helpful for production support and reducing manual monitoring. JAMS Scheduler has helped quite a bit with identifying common job failures, missed schedules, dependency issues, and execution errors. The alerts and job history make it easier to identify the failure point and take corrective action without manually checking every workflow. JAMS Scheduler's code-driven automation has been useful for handling more complex scheduling logic and workflows that go beyond simple time-based triggers. It is important for us because we can combine scripts, dependencies, conditions, and parameters to support different production scenarios without creating too much manual intervention.
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.
YM
Senior Software Engineer at a tech services company with 10,001+ employees
Central orchestration has streamlined complex data workflows and now drives timely aviation alerts
The best features AWS Step Functions offers include the ability to deploy it via code. It helps us orchestrate anything that we want. Even if we have Glue jobs for another use case or Lambda that we are currently looking forward to, we are using Lambda to take DynamoDB data for real-time sales monitoring, then it goes to our S3 bucket. We have multiple workflows that are orchestrated by AWS Step Functions, and at the core, the main functionality is based on different frameworks. We have an Athena complete workflow, Glue job-based workflow, and a separate Lambda-based workflow. All of these are separately handled in AWS Step Functions. This is a good point and again with the inbuilt facilities of it, including how we can construct those workflows and add up a catch state or roll back or do multiple iterations using the Map state, that is very helpful for us.The Map state feature has specifically helped my team create a rollback state of the data since we were dropping some of our data assets. In case we want them back, we just wanted to do this. We took a particular layer and provided the data list, including the tables list, and using the Map state, we iterated over this list and one by one we did the backups of this data at the concurrency of five tables in a single execution. The Catch state, on the other hand, allows us to identify any error immediately. If we encounter an error, the Catch state immediately picks it up and we integrated webhooks or email notifications. That is how we are able to identify immediately if we face any error. At the core of our data engineering platform, AWS Step Functions sit at the topmost core of whatever pipelines we have. It is a main orchestration tool for us and helps us save costs. It is a key component of our engineering platform.

Quotes from Members

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

Pros

"By using JAMS, my company has seen benefits such as getting to know about Google products and the latest features that are newly launched by Google, and they help me in building my projects portfolio and engaging with knowledge."
"It makes everything that we want to do so much easier. We have had a number of instances in the past where we have had developers who have been working on a project, and even though we have had JAMS for all these years, they will create some SQL Server Agent job, or something like that, to run a task. When it is in code review and development is complete, the question always comes around, "Can JAMS do this?" The answer has always been, "Yes." Pretty much anything we have ever developed could be run by JAMS."
"JAMS Scheduler helps centralize the management of jobs across all platforms and applications, which is very important for our organization because it has improved scalability and reduced costs."
"The product is easy to use."
"It's worth its weight in gold and we cannot get rid of it now."
"JAMS has improved our productivity immensely because everything flows. I don't think we could operate at our current staffing levels without it."
"We can see all the batch execution status within the tool itself, which saves money, time, and cost, allowing us to handle everything in one single tool."
"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."
"The aggregator reporting utility which tells us our throughput in lag and latency."
"The stability of AutoSys Workload Automation is good."
"We use CA Workload Automation AE r11.3.6 to automate enterprise-wide scheduling and file transfers using an FTP plugin."
"I prefer AutoSys over the other ones out there for ease of use, ease of understanding, and getting people to understand how the tool works."
"In terms of the basic functionality, I found this to be a really excellent tool to work with."
"It has helped to simplify cross-dependency between MVS and Open systems jobs."
"It gives us flexibility when doing releases. We can make changes for one day in a PDS member, since we stage our jobs by date, and the next day the normal job definitions are run."
"We’ve never had any issues; we run over 300,000 jobs a day and we have thousands of end users, at least 10,000 who can evaluate their flows and manage schedules."
"AWS Step Functions was stable, and there were no problems that I can recall."
"What I like the most about Amazon Step Functions is how easy it is to use."
"It's a general solution that you can adapt to your own needs and is simple to use. We like that it can be integrated with everything in the AWS suite, and that the creation of the pipeline can be done using the graphical user interface."
"The JSON app launched recently allows us to define data execution more easily."
"AWS Step Functions offers advanced workflows that save time and enhance efficiency by reducing delays and ensuring consistent orchestration among various services."
"One can rate all the calls and that is a good feature."
"It's Amazon, it's scalable."
"At the core of our data engineering platform, AWS Step Functions sit at the topmost core of whatever pipelines we have, is a main orchestration tool for us, helps us save costs, and is a key component of our engineering platform."
 

Cons

"With no programming experience, I find JAMS code-driven automation challenging due to the required PowerShell scripting."
"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."
"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."
"It is important to receive notifications if a charged job fails and SQL is halted. JAMS does not provide halted notifications by default, which is a critical feature that needs to be added."
"In terms of improvements, I believe JAMS can enhance its user interface for better user experiences."
"One thing that I know that the JAMS people said that they were working on that would be huge for us is a search capability so that you could search for tasks. It may be available in version 7 or in a future release of 7. I think that's on their roadmap. But right now, for us to do a search, we have to search through database queries."
"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."
"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."
"I am looking forward to more of their dashboard features. I think it would be very valuable for us to have dashboard features that could be delivered to our customers in the form of a URL, and they could refresh that URL whenever they wanted to get up to date performance metrics out of our systems."
"They could do better supporting it. They have too many of the same type of products, so sometimes it doesn't get as much attention as it should."
"The solution could improve by having support for container environments."
"We're not very happy with those."
"Some of the reports are either a bit hard to understand or don’t give you what you might expect to see."
"It would be helpful to be able to monitor and manage workload windows so we could minimize downstream applications. This would allow us easier access to the applications."
"An area for improvement in AutoSys Workload Automation is that it lacks advanced features or advanced built-in functionalities found in competitors, for example, an advanced workflow feature. Even the handling or notification from AutoSys Workload Automation isn't the best in the industry. Other products have very good workflow-related functionalities such as ActiveBatch that's missing in AutoSys Workload Automation, so I wish the tool had those features."
"It lacks support and integration with cloud computing platforms."
"The price and support are areas with shortcomings where the solution needs to improve."
"Setup took about one day. We had some errors to understand in the beginning, but now everything is working good."
"I would like to see more data transformation features in Amazon Step Functions like additional operators and logic."
"It is difficult to suggest improvements at the moment."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."
"The solution's data size limit can be improved."
"It wasn't easy to understand the licensing model. It's like if you use just a little, it's cheap, but it becomes more expensive as you use more. It's like a hook that ties you inside the Amazon ecosystem. So, it creates a dependency."
 

Pricing and Cost Advice

"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."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"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."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"The product is reasonably priced, and we don't have any add-ons."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"It is overpriced."
"I certainly think the pricing is worth the value."
"Validate how many agents you need beforehand."
"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."
"The pricing needs to be improved. Some of my client's complained that it was too expensive."
"We paid to use the solution monthly."
"The return on investment would be very high because doing things manually without this product would be extremely expensive."
"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."
"The solution is expensive."
"The solution's price is reasonable."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Comms Service Provider
10%
Construction Company
10%
Manufacturing Company
9%
Financial Services Firm
30%
Outsourcing Company
9%
Manufacturing Company
7%
Retailer
5%
Financial Services Firm
17%
Manufacturing Company
9%
Comms Service Provider
8%
Insurance Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise18
Large Enterprise30
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise5
Large Enterprise79
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise6
 

Questions from the Community

What is your experience regarding pricing and costs for JAMS?
My experience with pricing for JAMS Scheduler was good. The pricing was reasonable, and the vendor only charged us fo...
What needs improvement with JAMS?
JAMS Scheduler can be improved by sectioning off credentials and also the web functionality and setting that up.
What is your primary use case for JAMS?
My main use case for JAMS Scheduler is to trigger integrations as well as send out alerts and reports. For sending al...
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 needs improvement with AutoSys Workload Automation?
There are areas of AutoSys Workload Automation that have room for improvement. They are implementing good enhancement...
What is your primary use case for Amazon Step Functions?
My main use case for AWS Step Functions is in our data platform where we are trying to generate alerts. For generatin...
What advice do you have for others considering Amazon Step Functions?
I rate AWS Step Functions a nine out of ten on a scale of one to ten. I chose a nine out of ten because it is basical...
What is your experience regarding pricing and costs for Amazon Step Functions?
AWS Step Functions helps us save costs as it is a self-managed service and is serverless. We look out for the inbuilt...
 

Also Known As

No data available
CA Workload Automation, CA Workload Automation AE
Amazon Step Functions, Step Functions
 

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
Gaumont, Mercantil do Brasil, CCEE, Hanwha Life
Alpha Apps, The Guardian, SGK, Bigfinite
Find out what your peers are saying about AWS Step Functions vs. AutoSys Workload Automation and other solutions. Updated: November 2026.
920,574 professionals have used our research since 2012.