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Amazon Managed Workflows for Apache Airflow vs Redwood RunMyJobs 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
6.9
Number of Reviews
38
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
Redwood RunMyJobs
Ranking in Workload Automation
16th
Average Rating
9.6
Reviews Sentiment
7.0
Number of Reviews
30
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of March 2026, in the Workload Automation category, the mindshare of JAMS is 2.8%, up from 1.8% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.8%, up from 0.6% compared to the previous year. The mindshare of Redwood RunMyJobs is 7.0%, up from 4.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Mindshare Distribution
ProductMindshare (%)
JAMS2.8%
Redwood RunMyJobs7.0%
Amazon Managed Workflows for Apache Airflow1.8%
Other88.4%
Workload Automation
 

Featured Reviews

reviewer2770605 - PeerSpot reviewer
Cloud Engineer at a financial services firm with 501-1,000 employees
Has streamlined complex job scheduling across scripting languages while reducing manual effort
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. A functionality running on the JAMS server to continuously check the JAMS agents would ensure they are working properly. If an agent is not responding, a feature to restart the service from the job server machine would be beneficial. The upgrade process, particularly when switching from V6 to V7, could be clearer in terms of documentation, ideally with screenshots showing exactly what needs to be done on each screen.
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.
reviewer2138001 - PeerSpot reviewer
Sr. Demantra consultant at Capgemini
Easy to organize, monitor, and control all jobs
The most valuable aspects of the solution are: 1. The ability to schedule tasks and jobs on multiple platforms (SAP and Non-SAP) and monitor the jobs. 2. Its ability to organize, monitor, control, and schedule all jobs and activities. 3. Redwood is a more powerful tool and provision to automate any tasks/jobs than any other tool in Batch scheduling (automatic and other tools). 4. It has advanced features like dashboards where users can see all statistics. 5. It has an alert mechanism feature; if any job fails, it triggers notifications. 6. Different security functionality for restricting users to certain functions (read/write). 7. Cost Reduction, complete automation, optimized resource usage, and full audit trail. 8. Vendor support. 9. Logging and statistics.

Quotes from Members

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

Pros

"JAMS has improved my organization by taking a myriad of manual processes and allowing us to automate them. It enables our folks to focus more on tasks that require their human intelligence and their creativity and less on just mundane tasks. It increases efficiency, accuracy, and consistency."
"The scheduling and execution of jobs are the most valuable features. The scheduling is important because if there is a task we want to execute at 4:00 AM, there's no way we will have someone who can manually run the job. In addition, we execute 100 to 200 jobs per day, and manual intervention is not an option."
"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."
"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."
"The product is easy to use."
"I find the historical tracking feature of JAMS invaluable for reviewing past events."
"Because we have gone from a lot of manual processes to automated processes with JAMS, we have been able to free up IT staff time, and for just the Technical Operations Center team that I manage, it has saved about 20 hours a week."
"The feature or capability to import a job is most valuable. We can import an existing job from different platforms, and all the configurations get migrated as well without modifying the code, job schedule, etc."
"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."
"One of Redwood Software's features that I liked was its event-driven automation, which allows IT teams to respond to real-time events, alerts, and notifications from numerous systems."
"Redwood is of value to our organization due to of its ease of use and the ability to automate and orchestrate any platform that we utilize today."
"Multi-platform scheduling makes it easier this way rather than accessing one platform at a time."
"Redwood helps us to schedule batch jobs on a daily, weekly, and yearly basis to keep the business running smoothly."
"The best feature I love about Redwood is the real-time event monitoring and alerting."
"The automated alert response is very useful for long-running and failed jobs during off-business hours."
"Installing and configuring Redwood agents are easy, and scheduling jobs on Redwood helps in triggering the batches as per business requirements."
"This program works with every browser."
 

Cons

"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."
"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."
"Sometimes the UI is not the most responsive I've ever used. But because it does its job, I don't complain."
"I would like to see the ability to interface with Microsoft group-managed service accounts, but they're still in the research phase. They need to ensure everything's legit and safe. The report designer and dashboards could also be improved. We're running 7.3, so I don't know if they have updated the reporting in 7.5, but I think the reports and dashboards could be better."
"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."
"Improvements could be made in the service desk's knowledge and communication skills among engineers to better address customer needs and ensure issues are fully resolved."
"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."
"The solution is good, it's reliable. But sometimes the UI is not the most responsive I've ever used."
"To be very honest, technical support from AWS is extremely expensive."
"The documentation provided is good."
"The only issue at first was that we had to manually delete or raise the event in order to run some of the events and wait for jobs, even if the file was kept at the correct AL11 position."
"Due to the abundance of competing automation technologies available on the market, connectivity with any cloud platform can be improved."
"Redwood Software has a high price tag, especially for small and medium-sized businesses that might not have the funds to engage in a complete automation system."
"We need the ability to pull data into an Excel format."
"There is a lack of resources and product documentation which, if included, would help to gain more knowledge about the application."
"The product could be better in terms of its monitoring and alert service."
"It lacks some of the common reporting features. It would be helpful to have it as part of the solution."
"Having a graphical user interface for the dashboard would be great."
 

Pricing and Cost Advice

"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."
"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."
"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."
"It's expensive, to be honest, but it does the job."
"The product is reasonably priced, and we don't have any add-ons."
"In the end, you'll find that it's really worth the price. There is some sticker shock, but it's worth every dime."
"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."
"It is not an inexpensive solution but it is less expensive than other options."
"It initially surprised me because we went from an application that was priced by connection to agents/the number of agents to an application that was priced based on the number of job executions. At that time, many of the products we looked at were also priced on job execution. That seems to be more common in the business or in the vendors that provide solutions out there, but that was probably our biggest difference."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
9%
Computer Software Company
9%
Construction Company
6%
Financial Services Firm
24%
Outsourcing Company
7%
Computer Software Company
6%
Comms Service Provider
6%
Financial Services Firm
15%
Manufacturing Company
10%
Computer Software Company
7%
Performing Arts
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise8
Large Enterprise19
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise55
 

Questions from the Community

What do you like most about JAMS?
I find the historical tracking feature of JAMS invaluable for reviewing past events.
What is your experience regarding pricing and costs for JAMS?
My thoughts on the pricing of JAMS are that I won't say it is cheap, but it is cost-efficient, and that should be acc...
What needs improvement with JAMS?
An area that has room for improvement is related to the AWS RDS and database part, where they said that is in progres...
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

No data available
No data available
Redwood Software - Workload Automation Edition, Redwood Business Process Automation - Workload Edition, RunMyJobs, Redwood RunMyJobs
 

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
AMD, American Home Shield, Avaya, Burberry, Centrica, City of Dallas, The Container Store, Core & Main, Daikin, Dart Containers, Deere, Energizer, Epson, Halliburton, Keen Foodware, National Gypsum, Rockport Group, Ryder, Technicolor, The University of Michigan, Virgin Money, Whitbread
Find out what your peers are saying about Amazon Managed Workflows for Apache Airflow vs. Redwood RunMyJobs and other solutions. Updated: March 2026.
885,264 professionals have used our research since 2012.