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Amazon Managed Workflows for Apache Airflow 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
Sponsored
Ranking in Workload Automation
3rd
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
44
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
Dollar Universe Workload Au...
Ranking in Workload Automation
25th
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 July 2026, in the Workload Automation category, the mindshare of JAMS is 3.1%, up from 1.9% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.9%, up from 1.2% compared to the previous year. The mindshare of Dollar Universe Workload Automation is 1.7%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS3.1%
Amazon Managed Workflows for Apache Airflow1.9%
Dollar Universe Workload Automation1.7%
Other93.3%
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.
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.
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

"The built-in triggers are great."
"We looked at other companies, like VisualCron, that were cheaper, but one of the main sticking points was the fact that they wouldn't have provided a central location for us to monitor across all servers. That was one of the biggest selling points of JAMS."
"I find the historical tracking feature of JAMS invaluable for reviewing past events."
"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 saves us on the order of thousands of hours per year."
"The planning capabilities are most valuable."
"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."
"We also use the solution’s Interactive Agents. If we need to push something to our dealer portal, we can just drop a file in a folder and it goes. Running interactive tasks helps me users focus on business processes since I don’t have to take care of running the jobs manually."
"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."
"Some of the automation options are quite good."
"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."
"The most valuable features of Dollar Universe Workload Automation are stability and scalability."
 

Cons

"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."
"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."
"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 error messages from JAMS often need clarification, hindering our ability to resolve issues swiftly."
"The monitoring of the JAMS product and its performance is an area of concern for me."
"They recently switched to subscription-based pricing, which increased."
"The search capability needs to be improved because when we try to search for a job, it's hard to do."
"For scalability, I would rate it as seven because when we have a huge volume, sometimes the tool is not so responsive."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"The interface of Dollar Universe Workload Automation could improve to something more modern. Additionally, Kubernetes is not an option to use in"
"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."
"There are some features that don't work as expected."
"We have a lot of issues with the product and its workflow capabilities."
 

Pricing and Cost Advice

"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."
"The pricing is reasonable."
"This is a good product at a fair price."
"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 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."
"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 product is reasonably priced, and we don't have any add-ons."
"It is not an inexpensive solution but it is less expensive than other options."
"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
12%
Manufacturing Company
9%
Comms Service Provider
6%
Financial Services Firm
24%
Outsourcing Company
7%
Energy/Utilities Company
5%
Media Company
5%
Financial Services Firm
20%
Manufacturing Company
10%
Construction Company
9%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise14
Large Enterprise20
No data available
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?
To improve JAMS, it should resolve the issues with the JD Edwards application and the need for the SSH client connect...
What is your primary use case for JAMS?
My main use case for JAMS is to install, set up, and configure for customers working with JD Edwards application. A s...
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...
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Also Known As

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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
Information Not Available
TCS Bancs, Gaumont, Bank Turkey
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. Dollar Universe Workload Automation and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.