Amazon Managed Workflows for Apache Airflow vs Control-M comparison

Amazon Managed Workflows for Apache Airflow vs. Control-M

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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 Control-M is 15.2%, down from 25.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Workload Automation Market Share Distribution
Product	Market Share (%)
Control-M	15.2%
JAMS	2.6%
Amazon Managed Workflows for Apache Airflow	1.7%
Other	80.5%

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.

Read full review

Raj Pattni

Batch Admin at NBC Universal

Brings data together from multiple platforms and optimizes cross-environment orchestration

The features of Control-M that I like the most include the ability to easily integrate or bring in different platforms into Control-M. For instance, AWS, mainframe, TWS, and something that's running on Autosys can all be brought into Control-M, converted to how Control-M runs it, and then the batch can be executed. This centralizes various applications in Control-M, which doesn't just have to handle batch processes, but also other tasks like reporting on required data. I find this functionality very useful and the setup is impressive, with more advancements yet to come. With Control-M, my company has achieved several measurable improvements since I started. The metrics indicate that the number of failures has dropped, and we have addressed the issue of excessive false alerts that I encountered when I joined. Previously, we received an overwhelming number of alerts daily, but now we manage to maintain that at a normalized level, perhaps around five to fifteen alerts, depending on running core batches and their setup.

Read full review

Quotes from Members

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

Pros

"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."

"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."

"JAMS has been a beneficial monitoring tool for our project in terms of being able to deliver data that is essential for users."

"The planning capabilities are most valuable."

"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."

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

"It makes everything that we want to do so much easier. We have had a number of instances in the past where we have had developers who have been working on a project, and even though we have had JAMS for all these years, they will create some SQL Server Agent job, or something like that, to run a task. When it is in code review and development is complete, the question always comes around, "Can JAMS do this?" The answer has always been, "Yes." Pretty much anything we have ever developed could be run by JAMS."

"The fact that we no longer need to use Excel spreadsheets is huge. Before JAMS, every group was keeping track of their own batch jobs. Nobody really knew what the other jobs were. So, if jobs failed, other groups wouldn't necessarily know. With JAMS, everything is done through a single scheduler. You can choose who to notify."

More JAMS pros

"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."

"BIM is a good tool to monitor SLAs, and being a financial organization, this is a very good feature for us."

"Technical support is very helpful and available 24/7."

"We are using Control-M for day-to-day operations only. It is helpful for us in our day-to-day operations. It is a key in our financial sector. We are automating via Control-M in our treasury operations, including any evening updates. Control-M makes things easier and faster by helping our treasury operations go without any interruptions."

"The Control-M interface is good for creating, monitoring, and ensuring the delivery of files as part of our data pipeline. There's a wealth of information in both the full client, as well as the web interface that they have. Both are very easy to use and provide all the necessary material to understand how to do various tasks. The help feature is very useful and informative and everything is very easy to understand."

"Because it's a tool which allows us to do scheduled work, it allows for notifications when jobs aren't running within that scheduled time frame. This improves the opportunity to meet SLAs."

"What I like best about BMC Control-M Managed File Transfer is that it makes transfers more secure and faster. It has a recovery feature during failed file transfers."

"Control-M supports my DataOps and DevOps initiatives by providing a single pane of glass to orchestrate and manage workflows across numerous systems."

"We are now able to deliver data to our data warehouses and dashboards promptly."

More Control-M pros

Cons

"The UI could be better. There were some things that were not quite intuitive, such as the search tool. When we tried to search for jobs, we had to clear the entire search and then go in and enter the new search query. That's something that wasn't intuitive for a new user."

"I'm not sure if they have fixed it in a newer version, but there is no global search in the version I have. If I have multiple sub-folders that are named for business units, like HR or IT, and I have to search for a job, I cannot search from the top. I have to go to the HR folder to search for a particular job, or to the IT folder."

"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."

"JAMS doesn't allow us to implement SOC controls. We are a company that trades stocks on the New York Stock Exchange, so all our transactions are audited. It has a feature that saves the file for only a month but doesn't segregate the data between finance and SOC-related compliance."

"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."

"I want JAMS to implement a global search function."

"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. It may be available in version 7 or in a future release of 7. I think that's on their roadmap. But right now, for us to do a search, we have to search through database queries."

"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."

More JAMS cons

"The documentation provided is good."

"To be very honest, technical support from AWS is extremely expensive."

"The area that has room for improvement in Control-M is a better dashboard. For example, sometimes we have up to 100 Control-M jobs, and there is no dashboard to know how many jobs are in progress, completed, or waiting for files."

"Reporting in Control-M could use improvement."

"There should be an expansion in storing more data as it currently provides data storage for only up to 60 days."

"From a support perspective, BMC technical support needs improvements."

"Control-M should receive more notice when it releases new features. The user interface is also a bit complex, and the navigation should be streamlined."

"We have some issues on the SAP side of BMC Control-M Managed File Transfer...So, there are some stability issues when it comes to SAP side."

"Control-M is not inexpensive. Looking at other tools in the market, they are offering competitive prices, but Control-M, as a BMC product, is definitely not inexpensive, and BMC could improve their pricing strategy."

"Having more options with regards to scheduling in Control-M would improve it. There are certain scheduling features that aren't available currently in Control-M, which would be nice to be added."

More Control-M cons

Pricing and Cost Advice

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

"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."

"All licensing models are a little overpriced, but JAMS offers a good value, especially given their support response times and ability to handle unforeseen issues like the SFTP transfers. I hope to find more use cases to get a better bang for our buck."

"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."

"For what it does, the product is priced very well."

"I haven't been involved in the financial side for several years, but we buy one host and unlimited agents, and we get a reasonable price for that. We're happy with the amount we pay and the scalability it provides."

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

"This is a good product at a fair price."

More JAMS pricing and cost advice

"It is not an inexpensive solution but it is less expensive than other options."

"This solution is very expensive compared to others in the market. Previously it was the only solution in our country to offer this kind of functionality. However, technology has caught up and many competitors offer the same at a lower price."

"The annual licensing within BMC Control-M is on a per task basis. Three- and five-year contracts are also offered. The customer usually buys a bundle of tasks, e.g., 5,000 tasks, then my team configures Control-M for their usage."

"It depends. It's packaged in such a way that you can buy the base model without all of the fancy stuff. You can try and keep your price similar to competitors. I guess it's natural throughout the world. It doesn't matter whether you're buying cell phones or something else. The best cell phone will always be more expensive."

"Yearly licenses are based on the number of jobs."

"Apart from the standard license, if we avail any additional features, there's an extra cost. For example, Workload Archiving is an additional feature from the standard product, so we pay extra for that."

"The license model is based on the number of tasks or jobs required. The price overall is expensive. In my country, we don't have any choice but to use them because no one can match their capability."

"It is a little bit expensive."

"The cost of the hardware is high. Because you need to license each job, it is costly."

More Control-M pricing and cost advice

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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

27%

Manufacturing Company

Computer Software Company

Insurance Company

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	37
Midsize Enterprise	23
Large Enterprise	140

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...

How does Control-M compare with AutoSys Workload Automation?

Control-M acts as a single, centralized interface for monitoring and managing all batch processes, which is helpful b...

What do you like most about Control-M?

First of all, the shift from manual to automation has been valuable. We have a tool that can automate.

What is your experience regarding pricing and costs for Control-M?

From what I know about pricing, I would probably put Control-M in the expensive category, but you do pay for what you...

AutoSys Workload Automation vs JAMS

Comparisons

Compared 10% of the time

Redwood RunMyJobs vs JAMS

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

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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

Redwood RunMyJobs vs Amazon Managed Workflows for Apache Airflow

Compared 11% 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

AutoSys Workload Automation vs Control-M

Compared 13% of the time

Redwood RunMyJobs vs Control-M

Compared 8% of the time

Automic Automation vs Control-M

Compared 7% of the time

Stonebranch vs Control-M

Compared 5% of the time

IBM Workload Automation vs Control-M

Compared 5% of the time

More Control-M 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

Control-M

Download Control-M product report

Also Known As

No data available

Control M, BMC Control-M Managed File Transfer, BMC Australia CTM

Interactive Demo

JAMS Software

Demo not available

Amazon Web Services (AWS)

BMC

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)

Control-M SaaS by BMC is tailored for growing teams, offering essential orchestration for managing hybrid cloud workflows starting at $29,000 annually.

Control-M integrates automation, orchestration, and a user-friendly interface to streamline workflows across banking, DevOps, and cloud environments. Key modules like Managed File Transfer and cross-platform support simplify job monitoring, while Batch Impact Manager enhances scheduling. Despite its capabilities, improvements in output analysis, reporting customization, offline access, and API integration are desired by users.

What are Control-M's key features?

Automation and Orchestration: Simplifies workflow management.
Integration: Connects with diverse applications seamlessly.
User Interface: Facilitates easy navigation.
Managed File Transfer: Streamlines secure file movements.
Self-Service: Empowers users to independently manage tasks.
Cross-Platform Support: Handles complex workflows efficiently.
Batch Impact Manager: Enhances scheduling and SLA management.
API Integration: Extends versatility across environments.

What benefits and ROI can users expect?

Increased Efficiency: Optimizes operations through automation.
Scalability: Supports enterprise growth and workload demands.
Improved SLA Management: Enhances reliability in scheduling.
Cost Savings: Streamlines processes to reduce operational costs.
Process Optimization: Ensures secure and efficient data exchanges.

Control-M is implemented in industries such as finance and enterprise operations, aiding in automating batch processing across platforms like SAP and Teradata. It integrates with secure file transfers, ERP systems, and databases, whether deployed on-premises or cloud, ensuring seamless operation optimization.

BMC

Sample Customers

Teradata, Arconic, General Dynamics, Yum!, CVS Health, Comcast, Ghiradelli, & Boston’s Children’s Hospital

Information Not Available

The Bank of East Asia, LINE Bank Taiwan, Coop, Air Europa, Carrefour, Itau Unibanco, Snam, Embraer, ANZ Bank, EDP, Dominio's, Tampa General Hospital, W&W Informatik GmbH, Veterans General, Up Sí Vale, Sky Italia, REWE digital GmbH, Raymond James, Railinc, Navistar, Management Science Associates, Colruyt, CARFAX, Banpara, Aspiag Service, Amadeus, AG Insurance, ING Bank Slaski

Amazon Managed Workflows for Apache Airflow vs. Control-M