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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
3rd
Average Rating
8.8
Reviews Sentiment
6.5
Number of Reviews
49
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

"The product is easy to use."
"Previously, we manually managed file transfers by writing our scripts. The automated MFT feature is great for me and the company. It helps us know where the files are going and enables us to track errors if anything fails. It also makes the connection seamless for third-party vendors."
"The code-driven automation for more complex scheduling requirements frees up time because it's really easy to use... It's almost like a stand-alone software that we can't live without."
"This feature helps my team day-to-day by running hundreds and hundreds of jobs on JAMS in a timely fashion, which is extremely important and sensitive, providing a lot of reporting to the entire firm and beyond."
"Our company is based on data. Everything we do is data-driven, so it has been very valuable having one place where we can process all of the data and do batch schedules with chunks of data."
"The fact that we no longer need to use Excel spreadsheets is huge. Before JAMS, every group was keeping track of their own batch jobs. Nobody really knew what the other jobs were. So, if jobs failed, other groups wouldn't necessarily know. With JAMS, everything is done through a single scheduler. You can choose who to notify."
"JAMS positively impacts my organization because it helps make it easier to manage JD Edwards scheduled jobs and fills the gap that the JD Edwards application has with scheduling, resolving a lot of those issues."
"JAMS gives operations teams a single place to manage, monitor, and track job execution, which from my perspective as a developer improves coordination between teams because everyone has visibility into the status of critical workloads and simplifies troubleshooting since job history, execution status, and other relevant information are all easily accessible, ensuring that business-critical processes are executed consistently and reliably across the organization."
"There are certain batch jobs that need to run on a regular basis in order for our customers to receive reports and updates, and CA-7 provides that for us."
"CA 7 is stable all the time."
"We have gotten great support from CA; they are there whenever we need them, and whenever we open a case, they are very receptive to the issues that we have and resolve them in a timely manner."
"The scheduling feature allows us to know when jobs are going to run and makes sure they run in the order needed."
"The benefits I have seen from AutoSys Workload Automation are significant; I would say it is about ease of administration."
"It is very valuable for us when we are trying to arrange or orchestrate jobs into a system. It is helpful for triggering jobs for a scheduled task."
"Automation of patch process."
"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."
"The JSON app launched recently allows us to define data execution more easily."
"What I like the most about Amazon Step Functions is how easy it is to use."
"It is a scalable solution."
"It's Amazon, it's scalable."
"One can rate all the calls and that is a good feature."
"AWS Step Functions was stable, and there were no problems that I can recall."
"The number of historical events is great."
"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

"The search capability needs to be improved because when we try to search for a job, it's hard to do."
"The product does not allow the users to cut and paste the job names from the screen."
"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."
"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."
"I take off a star because of a particular job that I have scheduled for every Monday at 6:00 AM. The setting was unintuitive when it said 'workdays' because it turns out that twice this year it didn't run because Monday was a holiday."
"If around 5,000 or more jobs run at a time, JAMS slows down, and we have to wait around five to 10 minutes or restart JAMS scheduler services."
"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."
"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."
"There is always something that can be improved, but I do like this product."
"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.​"
"AutoSys Workload Automation could improve in the Linux environment."
"However, when compared to other products in the market, it is still behind other solutions."
"AutoSys Workload Automation could improve the integration."
"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."
"The installation process is complex, and is pretty archaic."
"A couple of key features would be really being able to support a scheduler that, instead of a centralized scheduler, maybe a distributed one, so where a scheduler doesn't come down; not everything stops all at one time and so on."
"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 solution's pricing could be cheaper. It is cheaper than Airflow."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
"If AWS Step Functions keeps adding more integrations, it would be even better."
"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."
"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."
"Increasing the payload size would be beneficial."
 

Pricing and Cost Advice

"The product is reasonably priced, and we don't have any add-ons."
"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 of JAMS has not been an issue for us, as it has allowed us to save time."
"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's expensive, to be honest, but it does the job."
"The licensing model for JAMS is straightforward and based on the number of agents, not the number of jobs you run. It's cheap and fairly simple."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"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."
"We paid to use the solution monthly."
"Validate how many agents you need beforehand."
"CA pricing has been a problem, and not looked upon favorably here at all."
"It is overpriced."
"I certainly think the pricing is worth the value."
"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."
"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 return on investment would be very high because doing things manually without this product would be extremely expensive."
"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
32%
Outsourcing Company
9%
Manufacturing Company
8%
Insurance Company
5%
Financial Services Firm
20%
Manufacturing Company
8%
Comms Service Provider
7%
Insurance Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise16
Large Enterprise27
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?
I was not really involved in the pricing, setup cost, and licensing at that level. I am more involved in the technica...
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.
915,817 professionals have used our research since 2012.