Amazon Managed Workflows for Apache Airflow vs Redwood RunMyJobs comparison

Amazon Managed Workflows for Apache Airflow vs. Redwood RunMyJobs

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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

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
Product	Market Share (%)
JAMS	2.6%
Redwood RunMyJobs	7.6%
Amazon Managed Workflows for Apache Airflow	1.7%
Other	88.1%

Workload Automation

Featured Reviews

reviewer2770605

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.

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IsmailPeer

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.

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reviewer2138001

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.

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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 built-in triggers are great."

"One of the things I like the most, as a SQL DBA, is the fact that we can manipulate tables in the background. Also, the fact that you can have your own views and work with the product the way it fits best is a very helpful feature."

"I find the historical tracking feature of JAMS invaluable for reviewing past events."

"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."

"JAMS has helped save IT staff time by automating tasks previously performed with scripts, and its scheduling feature has been particularly useful."

"It's a full-featured job scheduling tool. The part that I liked the best was the support team. This tool was new, and we were all learning it and setting up the different jobs that were complex in nature. Their support team was very responsive in helping us out through the setup and resolving the issues. They have been incredibly awesome."

"Being able to create a series of chained jobs, which are basically linked jobs is valuable."

More JAMS pros

"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."

"The best feature I love about Redwood is the real-time event monitoring and alerting."

"It conjures simplicity from the depths of complexity, effortlessly shouldering burdensome workloads."

"With automation in place, employees can focus on more strategic tasks that require human expertise, increasing overall productivity."

"Installing and configuring Redwood agents are easy, and scheduling jobs on Redwood helps in triggering the batches as per business requirements."

"Redwood is more flexible and we can schedule the tasks based on different time zones."

"Redwood RunMyJobs has been very useful for job scheduling and checking and monitoring jobs."

"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."

"This tool helps us to monitor the job related to SAP modules."

More Redwood RunMyJobs pros

Cons

"We have had a lot of people working from home who can't always connect to the JAMS server. We use VPN, as most companies do, and we have it set up so that everybody can access the JAMS server. But many times, our people cannot access it... JAMS could do a better job of telling you what the problem is when you try to log in to the server."

"It is important to receive notifications if a charged job fails and SQL is halted. JAMS does not provide halted notifications by default, which is a critical feature that needs to be added."

"The monitoring of the JAMS product and its performance is an area of concern for me."

"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."

"The search capability needs to be improved because when we try to search for a job, it's hard to do."

"The client is horrible. Every time JAMS puts out a survey on what they can improve, I always say, "The client: When you are setting up jobs, it is quite horrible." The response has been, "Well, we are just using the Windows foundation," and I am like, "Why isn't it only your product?" We can get around it now that we know its quirks, but it is not the most user-friendly of tools out there. The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back. It is not user-friendly at all."

"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 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."

More JAMS cons

"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."

"Redwood RunMyJobs should add more good features."

"The price wise, it is not affordable. When we compare with other industry leading softwares and even the same scale, there are certain softwares that can compete with Redwood, but Redwood is very highly paced.So it is more SAP friendly, I would say, at this point. Since it was owned by SAP for very long time, they have made it SAP friendly. But if you look at the tool as a enterprise tool. Like, in general, it is not really that great as a tool. So you can you have better options when you couple it with SAP. But if you would like to control your enterprise level applications, anything after that, like, Azure AWS and things like that Oracle."

"It lacks some of the common reporting features. I'm a bit surprised that there aren't some standard reports to be able to extract any data on usage. They've described to us that customers have different reporting needs, so they let them develop those, but reporting is a common need. It would be helpful to have it as part of the solution."

"The reports are downloaded in .CAR file format, which makes it difficult to convert to an Excel file."

"It would be nice if Redwood RunMyJobs could work on different systems."

"The product could be better in terms of its monitoring and alert service."

"It has limited reporting features; some basic reporting features are missing."

More Redwood RunMyJobs cons

Pricing and Cost Advice

"JAMS is relatively inexpensive, with additional costs only incurred for tags, other services, and optional support renewals."

"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 close to the lower end of the pricing models for enterprise scheduling solutions. They are much cheaper than Control-M, as well as some other products that I've used. I also don't know of another solution where you can actually get true, unlimited licensing, where you can have as many instances and as many agents as you want."

"Fortra's JAMS pricing structure has deteriorated significantly since its acquisition by Fortra."

"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 product is reasonably priced, and we don't have any add-ons."

More JAMS pricing and cost advice

"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

Financial Services Firm

25%

Outsourcing Company

Comms Service Provider

Transportation Company

Financial Services Firm

16%

Manufacturing Company

11%

Computer Software Company

Performing Arts

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	8
Large Enterprise	18

No data available

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	55

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...

AutoSys Workload Automation vs JAMS

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Comparisons

Control-M vs JAMS

Compared 18% of the time

Compared 10% of the time

Stonebranch vs JAMS

Compared 9% of the time

Automic Automation vs JAMS

Compared 7% of the time

OpCon vs JAMS

Compared 4% of the time

More JAMS Competitors

Astro by Astronomer vs Amazon Managed Workflows for Apache Airflow

Compared 20% of the time

AutoSys Workload Automation vs Amazon Managed Workflows for Apache Airflow

Compared 13% of the time

Automic Automation vs Amazon Managed Workflows for Apache Airflow

Compared 12% of the time

OpCon vs Amazon Managed Workflows for Apache Airflow

Compared 9% of the time

Tidal by Redwood vs Amazon Managed Workflows for Apache Airflow

Compared 4% of the time

More Amazon Managed Workflows for Apache Airflow Competitors

MuleSoft Anypoint Platform vs Redwood RunMyJobs

Compared 35% of the time

Control-M vs Redwood RunMyJobs

Compared 23% of the time

Automic Automation vs Redwood RunMyJobs

Compared 11% of the time

Stonebranch vs Redwood RunMyJobs

Compared 7% of the time

Jitterbit Harmony vs Redwood RunMyJobs

Compared 2% of the time

More Redwood RunMyJobs Competitors

Product Reports

JAMS

Download JAMS product report

Download Amazon Managed Workflows for Apache Airflow product report

Workload Automation

December 2025

Amazon Managed Workflows for Apache Airflow report

Redwood RunMyJobs

Download Redwood RunMyJobs product report

Also Known As

No data available

Redwood Software - Workload Automation Edition, Redwood Business Process Automation - Workload Edition, RunMyJobs, Redwood RunMyJobs

Interactive Demo

JAMS Software

Demo not available

Amazon Web Services (AWS)

Demo not available

Redwood Software

Overview

JAMS is an automation and job scheduling solution designed for workflow optimization, catering to businesses large and small with flexible licensing and integration options.

Offering both Core and Advanced packages, JAMS supports a range of environments from small teams to large-scale operations. Its standout features include integration with platforms like PowerShell, SQL, and SAP, coupled with capabilities such as dependency management and natural language scheduling. JAMS simplifies job management, centralizes workflows, and boosts productivity with its robust automation features. Customizable workflows and insightful logging make it adaptable for diverse needs, supported by responsive customer service ensuring seamless operations.

What are JAMS's key features?

Automation & Scheduling: Flexible automation helps manage complex job schedules efficiently.
Integration: Connects seamlessly with platforms like SQL Server, SAP, and Python for diverse applications.
Centralized Job Management: A unified interface for handling thousands of jobs daily.
Dependency Management: Supports complex workflows with efficient dependency tracking.
Insightful Logging: Provides detailed logs and notifications for precise task execution.

What benefits should users look for in JAMS reviews?

Enhanced Productivity: Automates repetitive tasks, freeing up resources for strategic initiatives.
Scalability: Flexible licensing models grow with business size and needs.
Efficient Workflow Automation: Streamlines job orchestration across environments.
Responsive Support: Helps ensure smooth operations with quick troubleshooting.

In industries, JAMS is employed for automating workflows and managing batch jobs. Organizations utilize it for SSIS, SQL Server tasks, file transfers, and integrating with vendor systems, achieving efficient file automation and data management. Scheduler enables precise execution of thousands of tasks daily, enhancing operational efficiency.

JAMS Software

Amazon Managed Workflows for Apache Airflow streamlines the deployment and management of data pipelines using Apache Airflow on AWS, providing a scalable and secure environment for workflow orchestration.

It allows users to easily create and monitor their workflows, leveraging seamless integrations with AWS services and ensuring compliance with security and operational best practices. The service handles the underlying infrastructure, freeing users from tasks like provisioning and scaling, while also offering enterprise-grade capabilities, such as the ability to manage sensitive data with robust security features.

What features make Amazon Managed Workflows for Apache Airflow valuable?

Automatic Scaling: Dynamically adjusts resources based on workflow demands.
Integrations with AWS services: Offers built-in support for services like S3 and Redshift.
Version Management: Tracks and manages DAG versions with ease.
Security: Provides network isolation, encryption at rest, and IAM roles.

What benefits or ROI should you look for in reviews?

Reduced Operational Overhead: Minimizes the need for manual infrastructure management.
Enhanced Scalability: Easily adapts to workload changes.
Improved Efficiency: Facilitates faster deployment of data workflows.
Cost-effective: Optimizes resource usage and minimizes costs.

Amazon Managed Workflows for Apache Airflow is widely implemented across industries such as e-commerce, finance, and healthcare, where complex data pipelines are essential for operational decision-making and analytics. Companies benefit from its ability to manage large volumes of data efficiently and integrate with diverse data sources, enhancing their analytical capabilities.

Amazon Web Services (AWS)

Redwood Software is a prominent player in the enterprise automation space, known for its robust and scalable solutions. It caters to a wide range of industries, offering tools for IT and business process automation. Redwood Software users on PeerSpot often highlights the flexibility and robustness of the solutions. Many users commend the platform for its ability to automate complex and time-consuming processes, which has led to significant time and cost savings. Additionally, the strong customer support and continuous updates are frequently mentioned, indicating a commitment to evolving with customer needs and technological advancements.

Redwood Software offers a holistic suite of automation tools, covering areas such as finance automation, IT process automation, and robotic process automation (RPA). This comprehensive approach ensures that various aspects of business operations can be automated, leading to increased efficiency and reduced manual intervention. Redwood Software is a cloud-native platform, which offers scalability, flexibility, and reduced infrastructure costs.

Redwood Software users shares that its user interfaces is intuitive and this is reducing the learning curve and enabling users across different departments to leverage automation tools effectively. The platform offers sophisticated scheduling and workflow capabilities, allowing for the automation of complex processes.

Redwood Software excels in its ability to integrate seamlessly with a wide range of systems and applications. This integration is key for enterprises that operate in diverse IT environments, ensuring that automation can be implemented across different platforms and applications without compatibility issues. Another important factor for enterprises, is focus on compliance and security, Redwood Software incorporates robust security measures and compliance protocols.

Redwood Software

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

Amazon Managed Workflows for Apache Airflow vs. Redwood RunMyJobs