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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
6.7
Number of Reviews
37
Ranking in other categories
No ranking in other categories
Amazon Managed Workflows fo...
Ranking in Workload Automation
21st
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
18th
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 January 2026, in the Workload Automation category, the mindshare of JAMS is 2.6%, up from 1.6% compared to the previous year. The mindshare of Amazon Managed Workflows for Apache Airflow is 1.7%, up from 0.5% compared to the previous year. The mindshare of Redwood RunMyJobs is 7.6%, up from 4.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workload Automation Market Share Distribution
ProductMarket Share (%)
JAMS2.6%
Redwood RunMyJobs7.6%
Amazon Managed Workflows for Apache Airflow1.7%
Other88.1%
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

"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."
"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."
"While I appreciate the other features, the agent stands out for its ease of installation and configuration for JAMS monitoring."
"I like how you can add new execution methods on the fly. It isn't overly complex to add Python script support to an execution method in the JAMS system. The scheduling is excellent. You can schedule a maintenance window and take that resource unit out of everything. It halts all of the jobs."
"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 alerting in it is really targeted... you can set specific alerting so that if jobs in a given folder fail, certain people are alerted. You can also set security at the folder level, so that only people in those areas can go set them. That means that the alerting and security can be set at a very granular level."
"The built-in triggers are great."
"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."
"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."
"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."
"With automation in place, employees can focus on more strategic tasks that require human expertise, increasing overall productivity."
"It saves us a lot of time and money by doing jobs automatically."
"It conjures simplicity from the depths of complexity, effortlessly shouldering burdensome workloads."
"Redwood is more flexible and we can schedule the tasks based on different time zones."
"Its monitoring and alerting features are what I found the most valuable."
"Redwood manages all complex job workflow processes."
"There are various ways in which you can construct jobs depending on your business needs and requirements."
"The automated alert response is very useful for long-running and failed jobs during off-business hours."
 

Cons

"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."
"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 JAMS automation code isn't so clean."
"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."
"With no programming experience, I find JAMS code-driven automation challenging due to the required PowerShell scripting."
"Fortra is getting much better with documentation and examples, but there is still room for improvement."
"Sometimes the UI is not the most responsive I've ever used. But because it does its job, I don't complain."
"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."
"The documentation provided is good."
"To be very honest, technical support from AWS is extremely expensive."
"We need the automatic creation of incidents for failed jobs."
"Adding machine learning and AI capabilities would enable Redwood to automate more complex business processes and tasks."
"Customer support should be enhanced so that we can automatically raise tickets and incidents in customer service."
"Currently, our developers aren't able to access their own objects in the user acceptance testing server and production system server as they are assigned the developer access role, which is kind of a solid role, and no changes or additions can be made to it."
"The solution should have more focus on security standards."
"Redwood automation software could be made more user-friendly and intuitive, making chores and automation processes easier for users to complete."
"We need the ability to pull data into an Excel format."
"Having a graphical user interface for the dashboard would be great."
 

Pricing and Cost Advice

"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 of JAMS has not been an issue for us, as it has allowed us to save time."
"The pricing is reasonable."
"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."
"JAMS is priced competitively compared to similar solutions and offers flexible licensing options to cater to user needs."
"For what it does, the product is priced very well."
"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 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."
"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
14%
Computer Software Company
11%
Manufacturing Company
10%
Healthcare Company
5%
Financial Services Firm
25%
Outsourcing Company
8%
Comms Service Provider
6%
Transportation Company
6%
Financial Services Firm
16%
Manufacturing Company
11%
Computer Software Company
6%
Performing Arts
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise8
Large Enterprise18
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?
They recently switched to subscription-based pricing, which increased. The price is fair considering the functionalit...
What needs improvement with JAMS?
As far as we are using JAMS version 6, it looks good and there is nothing major to add about it. Everything is functi...
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: January 2026.
881,082 professionals have used our research since 2012.