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AWS Step Functions vs AutoSys Workload Automation comparison

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Sponsored
 

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
3rd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
55
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) (12th)
 

Mindshare comparison

As of October 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.5%, up from 2.1% compared to the previous year. The mindshare of AutoSys Workload Automation is 6.5%, down from 9.8% compared to the previous year. The mindshare of AWS Step Functions is 2.1%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS Scheduler3.5%
AutoSys Workload Automation6.5%
AWS Step Functions2.1%
Other87.9%
Workload Automation
 

Featured Reviews

reviewer2890770 - PeerSpot reviewer
Developer at a healthcare company 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

"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."
"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."
"The key benefits about JAMS is having the ability to run long running jobs on-premise as compared to products like Azure Data Factory."
"JAMS Scheduler has indeed helped centralize the management of jobs across all platforms and applications in our department."
"One of the best features JAMS Scheduler offers is that it is cheaper than any other scheduler, making it a significant advantage alongside its user-friendliness that allows easy checking of logs and failures."
"In summary, this product is top class."
"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."
"I find the historical tracking feature of JAMS invaluable for reviewing past events."
"It is more scalable; we run around 100K jobs on a daily basis, and to manage that much workload on the system, it is very reliable in terms of the uptime on the system."
"The aggregator reporting utility which tells us our throughput in lag and latency."
"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 use CA Workload Automation AE r11.3.6 to automate enterprise-wide scheduling and file transfers using an FTP plugin."
"From an orchestrator perspective, it simplifies your workflow and job flow."
"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."
"The tool can probably handle way bigger stuff than what we are doing."
"The stability has been good in my experience."
"What I like the most about Amazon Step Functions is how easy it is to use."
"The integration capability is easy, whereas building state machines is tricky."
"The number of historical events is great."
"AWS Step Functions offers advanced workflows that save time and enhance efficiency by reducing delays and ensuring consistent orchestration among various services."
"It's Amazon, it's scalable."
"The JSON app launched recently allows us to define data execution more easily."
"AWS Step Functions was stable, and there were no problems that I can recall."
"One can rate all the calls and that is a good feature."
 

Cons

"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."
"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."
"All my machines at work are Macs. JAMS client is a Windows-based thing."
"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."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"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."
"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 search capability needs to be improved because when we try to search for a job, it's hard to do."
"We are not ready to go to the newest release (12.0)."
"It needs more complex scheduling capabilities on the end points."
"Because this product only computes processing days, it is hard when things need to be scheduled according to non-processing days."
"The main push is the web UI, to be able to give it to our business users."
"This is probably something you don't want to hear, but support seems to be getting worse over the years."
"The GUI/Workstation is weak and needs to be improved. CA is working on this right now."
"The WCC could be improved."
"The reporting system, currently, could be better."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
"One area for improvement is the payload size. Currently, I sometimes have to save data as a file since I cannot pass it within Step Functions, necessitating caching in processes."
"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."
"The solution's pricing could be cheaper. It is cheaper than Airflow."
"Increasing the payload size would be beneficial."
"I would like to see more data transformation features in Amazon Step Functions like additional operators and logic."
"The price and support are areas with shortcomings where the solution needs to improve."
"It is difficult to suggest improvements at the moment."
 

Pricing and Cost Advice

"For what it does, the product is priced very well."
"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 is reasonable."
"The product is reasonably priced, and we don't have any add-ons."
"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."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"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."
"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."
"There is an annual license to use AutoSys Workload Automation."
"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."
"Validate how many agents you need beforehand."
"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."
"We paid to use the solution monthly."
"I certainly think the pricing is worth the value."
"CA pricing has been a problem, and not looked upon favorably here at all."
"It is overpriced."
"The solution is expensive."
"The solution's price is reasonable."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Construction Company
10%
Comms Service Provider
10%
Manufacturing Company
9%
Financial Services Firm
31%
Outsourcing Company
9%
Manufacturing Company
7%
Insurance Company
4%
Financial Services Firm
19%
Manufacturing Company
8%
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?
The pricing, setup cost, and licensing for JAMS Scheduler are favorable.
What needs improvement with JAMS?
One area of improvement I see for JAMS Scheduler is making the user interface more intuitive for new users, especiall...
What is your primary use case for JAMS?
My main use case for JAMS Scheduler is scheduling daily RPA jobs, such as running an invoice process automation after...
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: September 2026.
918,169 professionals have used our research since 2012.