AWS Step Functions vs AutoSys Workload Automation comparison

Why PeerSpot?

Broadcom and Amazon Web Services (AWS) are both solutions in the Workload Automation category. Broadcom is ranked #5 with an average rating of 7.6, while Amazon Web Services (AWS) is ranked #11 with an average rating of 8.8. Broadcom holds a 6.4% mindshare in WA, compared to Amazon Web Services (AWS)’s 2.1% mindshare. Additionally, 94% of Broadcom users are willing to recommend the solution, compared to 85% of Amazon Web Services (AWS) users who would recommend it.

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Executive Summary

We performed a comparison between AWS Step Functions and AutoSys Workload Automation based on real PeerSpot user reviews.

Find out in this report how the two Workload Automation solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed AWS Step Functions vs. AutoSys Workload Automation Report (Updated: September 2026).

Buyer's Guide

AWS Step Functions vs. AutoSys Workload Automation

September 2026

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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 Scheduler

Mindshare comparison

As of September 2026, in the Workload Automation category, the mindshare of JAMS Scheduler is 3.4%, up from 2.0% compared to the previous year. The mindshare of AutoSys Workload Automation is 6.4%, down from 10.0% compared to the previous year. The mindshare of AWS Step Functions is 2.1%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Workload Automation Mindshare Distribution
Product	Mindshare (%)
JAMS Scheduler	3.4%
AutoSys Workload Automation	6.4%
AWS Step Functions	2.1%
Other	88.1%

Workload Automation

Featured Reviews

Latha Viswanathan

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.

Read full review

Pavan Katta

Assistant VP at a financial services firm with 10,001+ employees

Experience significant automation with robust integration and user-friendly interfaces

There are areas of AutoSys Workload Automation that have room for improvement. They are implementing good enhancements in the R24 release. The web UI needs some improvement. Cloud integrations are limited to 25 or 30 configurable plugins and integrations to the cloud. They can improve in that area. They have separate tools, not AutoSys Workload Automation, such as Atomic and other SaaS-based solutions that can run inside the cloud. AutoSys Workload Automation can be configured in the cloud, but it requires a substantial number of VMs depending on the load. For on-premises deployment, it is a very good solution. They need to increase their footprint in the cloud and improve the web UI. They are making excellent progress in the R24 release.

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Yush Mittal

Senior Software Engineer at a tech services company with 10,001+ employees

Central orchestration has streamlined complex data workflows and now drives timely aviation alerts

The best features AWS Step Functions offers include the ability to deploy it via code. It helps us orchestrate anything that we want. Even if we have Glue jobs for another use case or Lambda that we are currently looking forward to, we are using Lambda to take DynamoDB data for real-time sales monitoring, then it goes to our S3 bucket. We have multiple workflows that are orchestrated by AWS Step Functions, and at the core, the main functionality is based on different frameworks. We have an Athena complete workflow, Glue job-based workflow, and a separate Lambda-based workflow. All of these are separately handled in AWS Step Functions. This is a good point and again with the inbuilt facilities of it, including how we can construct those workflows and add up a catch state or roll back or do multiple iterations using the Map state, that is very helpful for us.The Map state feature has specifically helped my team create a rollback state of the data since we were dropping some of our data assets. In case we want them back, we just wanted to do this. We took a particular layer and provided the data list, including the tables list, and using the Map state, we iterated over this list and one by one we did the backups of this data at the concurrency of five tables in a single execution. The Catch state, on the other hand, allows us to identify any error immediately. If we encounter an error, the Catch state immediately picks it up and we integrated webhooks or email notifications. That is how we are able to identify immediately if we face any error. At the core of our data engineering platform, AWS Step Functions sit at the topmost core of whatever pipelines we have. It is a main orchestration tool for us and helps us save costs. It is a key component of our engineering platform.

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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

"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."

"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."

"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 planning capabilities are most valuable."

"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."

"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."

"What my team needs are tools to reliably execute all the jobs, minimize the risks, and support high-availability, and JAMS does the job."

"I appreciate JAMS for its readily available templates that allow me to create and deliver stand-up presentations within minutes quickly."

More JAMS Scheduler pros

"The customized views that each individual can create, and views that can be made free-form, makes this very popular with the programmers."

"It is a lot more powerful and a lot more secure."

"We really like the product and its functions; it works, and we like its stability, scalability, and robustness."

"Automation of patch process."

"I prefer AutoSys over the other ones out there for ease of use, ease of understanding, and getting people to understand how the tool works."

"It has helped to simplify cross-dependency between MVS and Open systems jobs."

"The features that I have found most valuable with AutoSys are that it is scalable, easy to use, fast, and always available. That's very important because if it's not steady then it's a real problem. So, at this point, we are satisfied with it."

"The product itself has always been very, very stable, and extremely easy to upgrade."

More AutoSys Workload Automation pros

"It has enabled my organization to create workflows with a lot of different AWS services; it's a general solution that you can adapt to your own needs and is simple to use."

"The solution is stable...The solution is easy to scale."

"What I like the most about Amazon Step Functions is how easy it is to use."

"AWS Step Functions offers advanced workflows that save time and enhance efficiency by reducing delays and ensuring consistent orchestration among various services."

"One can rate all the calls and that is a good feature."

"The number of historical events is great."

"If you want to create a workflow to call one Lambda function after another, and other serverless features, it could save you a ton of money. That's for sure."

"It's a general solution that you can adapt to your own needs and is simple to use. We like that it can be integrated with everything in the AWS suite, and that the creation of the pipeline can be done using the graphical user interface."

More AWS Step Functions pros

Cons

"JAMS notifications for hung jobs could be improved."

"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."

"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."

"Fortra is getting much better with documentation and examples, but there is still room for improvement."

"They recently switched to subscription-based pricing, which increased."

"The UI is completely unintuitive. We had to go and open up a support ticket with JAMS just to get something back."

"The cost has definitely gone up tremendously. That is where I do know, as much as the feature sets are there, and if the newly acquired company is going to be doing a pushback, they might just say, 'Do we still need to pay this much? Or at that point, should we look into an alternative?'"

"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."

More JAMS Scheduler cons

"AutoSys Workload Automation could improve the integration."

"The scalability is poor because I cannot use it for all automation solutions."

"We are trying to see if we can use this from a cloud perspective with AWS, Azure, and other clouds, but it seems that there is no cloud integration in this product. We would like to see cloud integration. We are very pleased with this solution, but we are moving our application to the cloud, and we found out that it doesn't support any cloud features. So, we are trying to find a replacement."

"We're not very happy with those."

"I've used this product for a long time, but the GUI to me feels outdated."

"Performance improvements in the UI would be appreciated."

"A better graphical user interface, because we have a lot of people using the client utility, and we want to get them away from that."

"The cross-platform arena, where you can run work on multiple platforms, needs improvement."

More AutoSys Workload Automation cons

"One area for improvement is the payload size. Currently, I sometimes have to save data as a file since I cannot pass it within Step Functions, necessitating caching in processes."

"I would like to see more data transformation features in Amazon Step Functions like additional operators and logic."

"I think AWS Step Functions is good, but the UI in the console can be much more user-friendly."

"The interface can sometimes feel limited, as we're unable to see what AWS is running behind the scenes."

"The solution's pricing could be cheaper. It is cheaper than Airflow."

"There is room for improvement in terms of integration with other products. It would benefit from more integration with different applications or services."

"It wasn't easy to understand the licensing model. It's like if you use just a little, it's cheap, but it becomes more expensive as you use more. It's like a hook that ties you inside the Amazon ecosystem. So, it creates a dependency."

"AWS Step Functions' fault tolerance capabilities can be improved, but if managed well in orchestration, then the impact is minimal."

More AWS Step Functions cons

Pricing and Cost Advice

"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 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."

"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."

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

"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."

"Our licensing is pretty cheap because we have a state solution. So, we pay only $1,000 a year."

"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."

"The pricing of JAMS has not been an issue for us, as it has allowed us to save time."

More JAMS Scheduler pricing and cost advice

"There is an annual license to use AutoSys Workload Automation."

"I don't have information on the exact licensing cost of AutoSys Workload Automation because that's managed by the tools and financing teams. For agents, it's close to $4,00, but for the server setup, it's usually a one-time license initially, and it's AMC which is paid every year and comes close to $8,000 to $10,000."

"We paid to use the solution monthly."

"The pricing needs to be improved. Some of my client's complained that it was too expensive."

"People need to pay attention to how they use their ESP agents on the distributed platform. That's where some of the cost comes in, based on how many you need or how many you use."

"The price of this solution is reasonable and there is an annual license required."

"Validate how many agents you need beforehand."

"I certainly think the pricing is worth the value."

More AutoSys Workload Automation pricing and cost advice

"The solution's price is reasonable."

"The solution is expensive."

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Top Industries

By visitors reading reviews

Financial Services Firm

16%

Construction Company

11%

Comms Service Provider

10%

Manufacturing Company

Financial Services Firm

33%

Outsourcing Company

Manufacturing Company

Retailer

Financial Services Firm

21%

Manufacturing Company

Comms Service Provider

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	15
Midsize Enterprise	16
Large Enterprise	23

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	5
Large Enterprise	79

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	6

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...

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What needs improvement with JAMS?

In terms of improvements, I believe JAMS can enhance its user interface for better user experiences. I would like to ...

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What is your primary use case for JAMS?

My primary use case for JAMS is enterprise workload automation and batch job orchestration. I use it to schedule and ...

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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...

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What is your experience regarding pricing and costs for AutoSys Workload Automation?

It is reasonably priced compared to the market.

See all answers

What needs improvement with AutoSys Workload Automation?

There are areas of AutoSys Workload Automation that have room for improvement. They are implementing good enhancement...

See all answers

What is your primary use case for Amazon Step Functions?

My main use case for AWS Step Functions is in our data platform where we are trying to generate alerts. For generatin...

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What advice do you have for others considering Amazon Step Functions?

I rate AWS Step Functions a nine out of ten on a scale of one to ten. I chose a nine out of ten because it is basical...

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What is your experience regarding pricing and costs for Amazon Step Functions?

AWS Step Functions helps us save costs as it is a self-managed service and is serverless. We look out for the inbuilt...

See all answers

Comparisons

Control-M vs JAMS Scheduler

Compared 10% of the time

Stonebranch vs JAMS Scheduler

Compared 7% of the time

VisualCron vs JAMS Scheduler

Compared 6% of the time

Redwood RunMyJobs vs JAMS Scheduler

Compared 6% of the time

Automic Automation vs JAMS Scheduler

Compared 6% of the time

More JAMS Scheduler Competitors

Control-M vs AutoSys Workload Automation

Compared 20% of the time

Stonebranch vs AutoSys Workload Automation

Compared 9% of the time

Automic Automation vs AutoSys Workload Automation

Compared 5% of the time

IBM Workload Automation vs AutoSys Workload Automation

Compared 5% of the time

Tidal by Redwood vs AutoSys Workload Automation

Compared 3% of the time

More AutoSys Workload Automation Competitors

Camunda vs AWS Step Functions

Compared 11% of the time

Apache Airflow vs AWS Step Functions

Compared 6% of the time

Control-M vs AWS Step Functions

Compared 6% of the time

Nintex Process Platform vs AWS Step Functions

Compared 6% of the time

More AWS Step Functions Competitors

Product Reports

Buyer's Guide

JAMS Scheduler

September 2026

Download JAMS Scheduler product report

Buyer's Guide

AutoSys Workload Automation

September 2026

Download AutoSys Workload Automation product report

Buyer's Guide

AWS Step Functions

September 2026

Download AWS Step Functions product report

Also Known As

No data available

CA Workload Automation, CA Workload Automation AE

Amazon Step Functions, Step Functions

Interactive Demo

JAMS Software

Demo not available

Broadcom

Demo not available

Amazon Web Services (AWS)

Overview

JAMS is an automation orchestration and job scheduling solution that runs, monitors, and manages critical IT processes from a single console, from simple batch jobs to complex, cross-platform workflows. JAMS automates jobs across Windows, Linux, UNIX, IBM i, z/OS, and OpenVMS, with native integrations for the databases, BI tools, and ERP systems already running your business, including SQL Server and SAP. Jobs run on any schedule or trigger off other events, and dependency management keeps multi-step workflows in the right order.

Every job is centrally monitored, with notifications on success or failure and an audit trail of every execution. Built-in conversion tools migrate existing jobs from Windows Task Scheduler, SQL Agent, or Cron without rebuilding them, and JAMS replaces homegrown, single-platform scripts with one centrally managed system.

JAMS includes two AI capabilities at no additional cost. JAX is an AI agent built into the JAMS Web Client. Ask it a question in plain language, and it finds a job, troubleshoots a failure, or looks up how to do something, grounded in JAMS documentation, not general AI guesswork. It acts only when asked, and every change waits for your approval. JAMS MCP brings JAMS into the AI coding tools teams already use, including Cursor, Claude Code, GitHub Copilot, and Claude Desktop.

Both run inside the customer's network with the signed-in user's permissions and no elevated AI account, and every action, AI-driven or not, lands in the same audit trail as everything else in JAMS.

For teams managing thousands of jobs across SQL Server, ADF, Airflow, SAP, JDE, and Banner, this cuts tribal knowledge and middle-of-the-night troubleshooting. Knowledge that once lived in one person's head becomes something any team member can ask about directly.

The AI lives in the product, not in the support queue. Support is staffed by humans JAMS will never outsource, based in the United States, the United Kingdom, and Australia. New tickets go to long-tenured engineers, and every JAMS customer has the CEO's cell phone number.

JAMS' mission is to reduce the operational burden of critical automation, so teams spend more time on the work automation was meant to free them for.

JAMS Software

AutoSys Workload Automation delivers comprehensive scheduling capabilities and integration features, offering users scalability and efficiency in automation across platforms. Its enhanced user-friendliness and security make it a reliable choice for job scheduling and workload management.

AutoSys Workload Automation is well-regarded for its stability and intuitive graphical interface which facilitates efficient job scheduling across platforms. Users find its security features effective in ensuring controlled access, and appreciate its ability to handle high volumes of jobs while providing seamless orchestration and monitoring. However, the interface could benefit from modernization. Enhancements are suggested for reporting features and job flow clarity. Its integration with mobility and cloud platforms requires improvement as current support remains limited. Improving monitoring capabilities, managing cross-application dependencies, and simplifying upgrades are essential. Additionally, addressing the costly licensing model and enhancing high-level system process views are significant for maintaining competitiveness in automation.

What are AutoSys's key features?

Scheduling Capabilities: Provides robust and flexible scheduling options across platforms.
Integration Features: Allows seamless automation with diverse systems.
Security Measures: Ensures controlled and secure access to resources.
User-Friendly Interface: Offers an intuitive GUI for simplified use.
High Job Volume Support: Efficiently manages a large number of jobs with ease.

What benefits can users expect?

Reduced Manual Efforts: Automates processes minimizing the need for manual intervention.
Enhanced Visibility: Improves oversight and monitoring of tasks.
Effective Troubleshooting: Streamlines troubleshooting with well-organized workflows.
Scalability: Scales across diverse environments to meet enterprise demands.
Improved Efficiency: Increases operational efficiency with optimized automation.

AutoSys Workload Automation is extensively used in industries like banking, insurance, and retail for job scheduling, batch management, and server workload automation. It supports data processing for enterprise tasks, monitors tasks, and manages cross-platform dependencies, proving to be a reliable tool for complex job orchestration in these sectors.

Broadcom

AWS Step Functions integrate seamlessly with other AWS services to offer efficient pipeline and workflow management. Its intuitive design allows for streamlined orchestration, easily handling complex tasks.

AWS Step Functions provide robust orchestration and automation capabilities, simplifying the creation of workflows with graphical and JSON-based designs. It excels in managing tasks through advanced parallelization and error handling features. Automatic scaling further enhances performance, ensuring reliability in varied environments. However, improvements are needed in IDE integration, larger data handling, and fault tolerance. Users find value in its capacity for microservice orchestration and data integration, although dependency on the Amazon ecosystem and limited third-party integrations pose challenges.

What are the key features of AWS Step Functions?

Integration with AWS Services: Facilitates seamless coordination with AWS offerings like Lambda and Glue.
Graphical and JSON-Based Design: User-friendly interfaces simplify workflow design and management.
Advanced Orchestration: Efficiently manages task execution with parallelization and error handling.
Automatic Scaling: Ensures optimal performance by adjusting resources as needed.
Microservice Integration: Supports smooth microservice communication and operation.

What benefits should organizations assess when considering AWS Step Functions?

Enhanced Efficiency: Automates and streamlines task execution across platforms.
Scalability: Adapts to workloads, providing flexibility in resource management.
Improved Workflow Management: Facilitates reliable and error-free operations.
Visualization and Automation: Simplifies complex processes with visual tools.
Data Validation and Script Execution: Integrates data operations smoothly within data lakes.

In industries managing data pipelines, AWS Step Functions orchestrate workflows, execute parallel ETL jobs, and integrate various AWS services, enabling smoother operations and efficient data migration. Companies benefit from streamlined processes and robust handling of interdependent tasks.

Amazon Web Services (AWS)

Sample Customers

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

Gaumont, Mercantil do Brasil, CCEE, Hanwha Life

Alpha Apps, The Guardian, SGK, Bigfinite

Buyer's Guide

AWS Step Functions vs. AutoSys Workload Automation

September 2026

Free Report: AWS Step Functions vs. AutoSys Workload Automation

Find out what your peers are saying about AWS Step Functions vs. AutoSys Workload Automation and other solutions. Updated: September 2026.

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