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AWS Step Functions vs Dollar Universe 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
46
Ranking in other categories
No ranking in other categories
AWS Step Functions
Ranking in Workload Automation
11th
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
15
Ranking in other categories
Business Process Management (BPM) (12th)
Dollar Universe Workload Au...
Ranking in Workload Automation
26th
Average Rating
6.6
Reviews Sentiment
7.0
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of September 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.4%, up from 2.0% compared to the previous year. The mindshare of AWS Step Functions is 2.1%, up from 1.6% compared to the previous year. The mindshare of Dollar Universe Workload Automation is 1.6%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS Scheduler3.4%
AWS Step Functions2.1%
Dollar Universe Workload Automation1.6%
Other92.9%
Workload Automation
 

Featured Reviews

LV
Principal Data Base And Infrastructure Engineer at a outsourcing company with 501-1,000 employees
Automation has replaced nightly monitoring and delivers reliable, unified job scheduling
We have really enjoyed working with JAMS in terms of notifications, alerts, and streamlining. There used to be a process with Automate, which is another product from Fortra, but even before that, the other division of the company that we were merging with had a tool that was built in-house called a file handler or file distributor. It was an in-house developed tool, but it was not as streamlined or as efficient as JAMS is. We literally had to have a dedicated nighttime person monitoring. Although we are 24/7, the divisions of the company that we were using JAMS for have been small scale. While we have automated it, we have streamlined it in such a way that notifications go out and alerts go out, but if there is anything, then we get paged and alerted, and if anything needs to happen at midnight, we can wake up. On the other hand, with the tool I mentioned, the file handler and distributor, we used to have a dedicated nighttime person that had to be sitting and monitoring it to see when a file arrived, whether it met the conditions, and then execute the next particular job. 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.
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.
MH
Senior Presales Engineer at a computer software company with 51-200 employees
Highly stable, flexible pricing, and simple setup
As a new customer, you have the opportunity to explore the upcoming new versions of Dollar Universe Workload Automation which are set to bring about many changes and introduce exciting new features to make your life easier. However, if you are a new customer and starting from scratch, I would recommend choosing Automic instead. On the other hand, if you are an existing customer with valuable skills and knowledge of Dollar Universe, and you are content with the current features and functionalities, then it may be more beneficial for you to stick with a higher version of Dollar Universe Workload Automation. I rate Dollar Universe Workload Automation an eight out of ten.

Quotes from Members

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

Pros

"I appreciate JAMS for its readily available templates that allow me to create and deliver stand-up presentations within minutes quickly."
"The product is easy to use."
"The overall product is fantastic. I love it. It has been a fantastic, solid product. If I have one tiny bit of a problem with it, the support team gets in touch with me right away. I don't know if I've had another service that has been as fantastic as the JAMS support team."
"While I appreciate the other features, the agent stands out for its ease of installation and configuration for JAMS monitoring."
"Getting JAMS in place was a game changer for us back then."
"The interface is good, and it's very easy to define and create jobs. If a job is not running or there is an error, the solution will send an email. That's all very good and very useful."
"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 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."
"It has enabled my organization to create workflows with a lot of different AWS services; it's a general solution that you can adapt to your own needs and is simple to use."
"AWS Step Functions was stable, and there were no problems that I can recall."
"The number of historical events is great."
"AWS Step Functions acts as a high-level layer, allowing us to seamlessly integrate with microservices."
"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."
"Overall, I would rate AWS Step Functions at least nine out of ten."
"The solution is stable...The solution is easy to scale."
"The solution is easy to use and is one of its most valuable features...I rate its scalability a nine out of ten."
"We have found the architecture and the features in the architecture to be quite good."
"Some of the automation options are quite good."
"The most valuable features of Dollar Universe Workload Automation are stability and scalability."
 

Cons

"The only thing that they could improve on is the fact that they don't have a browser version of JAMS. They've got all the bits and pieces there if you want to build your own web version of it. It does come with a web client, but it's pretty clunky. They could improve on that."
"The error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."
"JAMS has built-in reporting. I've never really used it. I tried using it a few years ago and I couldn't figure it out. It was wonky. It could be improved upon."
"JAMS handles exceptions fairly well but there are some areas where it might improve a little bit. It has to do with being able to automatically handle exceptions, out-of-the-box, rather than having to code them."
"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."
"The cost has definitely gone up tremendously. That is where I do know, as much as the feature sets are there, and if the newly acquired company is going to be doing a pushback, they might just say, 'Do we still need to pay this much? Or at that point, should we look into an alternative?'"
"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 biggest area with room for improvement is the area that my organization benefits the most from using JAMS, and that is in custom execution methods. I happen to have a very good C# developer. Ever since we got JAMS, he has spent a lot of time talking to JAMS developers, researching the JAMS libraries, and creating custom execution methods. He's gotten very good at it. He is now able to create them and maintain them very easily, but that knowledge was hard-won knowledge. It was difficult to come by, and if I should ever lose this developer, then I would be hard-pressed to find anyone who could create JAMS custom execution methods quite as well as he can since there really isn't all that much help, such as documentation or information, available on how to create custom execution methods."
"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."
"It is difficult to suggest improvements at the moment."
"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."
"Setup took about one day. We had some errors to understand in the beginning, but now everything is working good."
"Increasing the payload size would be beneficial."
"The solution's pricing could be cheaper. It is cheaper than Airflow."
"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 price and support are areas with shortcomings where the solution needs to improve."
"The interface of Dollar Universe Workload Automation could improve to something more modern. Additionally, Kubernetes is not an option to use in"
"There are some features that don't work as expected."
"We have a lot of issues with the product and its workflow capabilities."
"The solution needs stability improvement when connecting to the script or trying to find something. It takes a few seconds to perform the function or needs a complete reorganization."
 

Pricing and Cost Advice

"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."
"For what it does, the product is priced very well."
"The pricing is reasonable."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."
"There are no additional costs other than the license for Fortra's JAMS which is affordable."
"The product is reasonably priced, and we don't have any add-ons."
"Definitely check how many single processes you want to run and count them as jobs. That is how you would work out your pricing on JAMS. For example, if you're running a number of commands and you can put them all into one script and run that script, you can count that as one job."
"The solution's price is reasonable."
"The solution is expensive."
"The price of Dollar Universe Workload Automation is comparable to other solutions on the market. There can be discounts available depending on the business."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Construction Company
11%
Comms Service Provider
10%
Manufacturing Company
9%
Financial Services Firm
21%
Manufacturing Company
8%
Comms Service Provider
7%
Insurance Company
6%
Financial Services Firm
19%
Construction Company
9%
Manufacturing Company
9%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise16
Large Enterprise23
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise6
No data available
 

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?
In terms of improvements, I believe JAMS can enhance its user interface for better user experiences. I would like to ...
What is your primary use case for JAMS?
My primary use case for JAMS is enterprise workload automation and batch job orchestration. I use it to schedule and ...
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...
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Also Known As

No data available
Amazon Step Functions, Step Functions
CA Automic Dollar Universe
 

Interactive Demo

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Overview

 

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital
Alpha Apps, The Guardian, SGK, Bigfinite
TCS Bancs, Gaumont, Bank Turkey
Find out what your peers are saying about AWS Step Functions vs. Dollar Universe Workload Automation and other solutions. Updated: September 2026.
913,806 professionals have used our research since 2012.