1
JAMS is a centralized workload automation and job scheduling solution that runs, monitors, and manages jobs and workflows. Reliably orchestrate the critical IT processes that run your business from a single pane of glass.
Best Mid-sized Companies Workload Automation Software 2026
Workload Automation (WA), similarly "IT Automation," software improves the efficiency of deploying resources throughout a complex IT infrastructure.
We’ve collected videos, features, and capabilities below. Take me there.
All Products(1-25 of 61)
- 2
PagerDuty, Inc. (NYSE:PD) provides digital operations management. Serving organizations of all sizes, PagerDuty aims to help them deliver a perfect digital experience to their customers, every time. - 3
Control-M from BMC is a platform for integrating, automating, and orchestrating application and data workflows in production across complex hybrid technology ecosystems. It provides deep operational capabilities, delivering speed, scale, security, and governance. - 4
Lightning Tools Actions is a complement to Lightning Forms, but can also be used independently of Lightning Forms. Rather than opening individual items to update fields such as Approval Status, Resetting field values such as holiday entitlement, or sending emails to notify creators of items that a ... - 5
ActiveBatch from Advanced Systems Concepts in New Jersey is IT workload automation software. - 6
Apache Airflow is an open source tool that can be used to programmatically author, schedule and monitor data pipelines using Python and SQL. - 7
Cisco Workload Optimization Manager drives continuous health in dynamic data center environments, whether on-premises or in a public cloud. The real‑time decision engine provides automatable actions that adjust infrastructure resources at every layer of the stack to ensure the performance of your ... - 8
Tidal Automation, from Redwood Software since the early 2023 acquisition, is an enterprise workload automation platform for automating and orchestrating cross-application, cross-platform workloads – in on-prem, cloud or hybrid environments – from one central point of control. Tidal is used to ... - 9
Anima is workflow automation platform for clinicians and patients. Anima takes patient histories, asks questions tailored to their problem, and generates concise summaries for your active patients in a dashboard. There one can view scores for risk, adherence, symptoms, as well as all the key ... - 10
With AWS Batch, users package the code for batch jobs, specify dependencies, and submit batch jobs using the AWS Management Console, CLIs, or SDKs. AWS Batch allows users to specify execution parameters and job dependencies, and facilitates integration with a broad range of popular batch computing ... - 11
Redwood Business Process Automation is a workload automation and job scheduling solution designed for and delivered via Software-as-a-Service (SaaS). It transforms the digital enterprise with scalability and integration with all technologies in the modern enterprise. Redwood unifies workflows ... - 12
Nomad, from HashiCorp, is presented as a simple, flexible, and production-grade workload orchestrator that enables organizations to deploy, manage, and scale any application, containerized, legacy or batch jobs, across multiple regions, on private and public clouds. Nomad's workload support enables ... - 13
Trellix Cloud Workload Security (formerly from McAfee) to give users a real-time view of running workloads through detecting workloads and pods. This product can integrate with both public and private cloud infrastructures. - 14
BMC FootPrints is an IT service management (ITSM) solution featuring workload automation. - 15
ProActive Workflows & Scheduling from ActiveEon enables IT orchestration and automation across business and IT teams, optimizing costs and time of workload deployment. It helps streamlining the adoption and management of hybrid and cloud infrastructures.ActiveEon solution provides the ... - 16
As the name may suggest, CA Workload Automation is CA Technologies workload automation offering. - 17
Superblocks is an IDE for internal tooling – a programmable set of building blocks for developers to create mission-critical internal operational software. The Superblocks Application Builder to assemble flexible components and connect to databases and APIs. Users can create REST, GraphQL, and gPRC ... - 18
ignio AIOps, from Digitate in Santa Clara, is a solution designed to improve business agility by creating a unified view of the IT estate, connecting business functions to applications and infrastructure. This is combined with behavior profile of systems and applications that is continuously ... - 19
Azure Automation is a solution to automate frequent, time-consuming, and error-prone cloud management tasks, and ensures consistent management for Windows and Linux. Users can write runbooks graphically in PowerShell or Python to integrate Azure services and other public systems required for ... - 20
Oracle offers the Autonomous Transaction Processing, supporting database self-repair and maintenance with machine learning to eliminate human labor, human error, and manual tuning. - 21
Stonebranch provides enterprise-wide workload automation software solutions that are designed to solve complex IT business processes in a simple way - from Amazon Web Services, Docker, OpenStack, Hadoop, Microsoft Azure to z/OS batch processes on the mainframe.Stonebranch’s Universal Automation ... - 22
Appy Pie is a diversified no-code development platform. It offers app and web development, helpdesk support, chatbot building, design features, and integration that are helpful when starting, running, or growing a business. - 23Broadcom offers AutoSys Workload Automation, a solution to enhance visibility and control of complex workloads across platforms, ERP systems, and the cloud. It helps to reduce the cost and complexity of managing mission critical business processes, ensuring consistent and reliable service delivery. ...
- 24
Developer framework to orchestrate multiple services and APIs into your software application using logic triggered by events and time. Build ETL processes, A/B testing, real-time alerts and personalized user experiences with custom logic. Workflows as code - Build sequences of steps to react to ... - 25
Datamorf is a cloud-based platform built to automate data pipelines and workflows, allowing businesses to streamline the collection, processing, and activation of data from various sources. Designed with real-time integration and transformation capabilities, Datamorf synchronizes data across ...
Learn More about Workload Automation Software
What is Workload Automation?
Workload automation (WLA) is the process of scheduling, initiating, and executing business processes, transactions, workflows, and other backend-related tasks through the use of software applications. Businesses usually use workload automation in IT, HR, and finance departments.
Departments can automate end-to-end workflows and construct, or terminate, processes across physical, virtual, and cloud environments. This increases coordination between operating systems from a centralized application.
Unlike other automation systems, such as daily model processing, batch-driven processing, or job scheduling--workload automation focuses on real-time processing, pre-scripted event-driven triggers, and situational dependencies rather than time-based processing. While related, workload automation and job scheduling are not the same. Workload automation is much more comprehensive.
In the early days of batch processing, automation was scheduled to run individual applications on a nightly timeframe–outside of business hours when large amounts of data could be processed without system drag or interruption. While these scheduling practices were effective a decade ago, they have become problematic and inefficient as the number of jobs, systems, machines, and scheduling requirements have increased and become more complex. Many see workload automation as the evolution of traditional “old-school” job scheduling.
Workload automation tools have become essential resources for growing organizations and enterprises. The more complex the IT infrastructure or limited the IT staff, the more critical WLA tools are in today’s world.
Workload Automation Features
Workload automation solutions often include the following features:
- Automatic resource management
- Simplified and automated batch application workloads
- Execute defined tasks and workflows based on event-triggers
- Execute workflows across multiple environments and devices
- Rule-based (if-then) workflows within a certain path
- Create calendars and schedules for task execution
- Monitor tasks during processes
- Centralized alert and monitoring framework
- Secure files transfer
- Prebuilt no-code integrations
- Remote access
Workload Automation Comparison
When comparing workload automation tools (WLA), consider the following:
On Premise vs. Cloud vs. Hybrid: According to your company’s needs, you’ll want to determine if the workload automation tool supports on-premise, cloud, and hybrid IT environments. Also consider whether your company is looking to move from an on-premise solution to a cloud or hybrid solution, and ensure your WLA tool is compatible with your future plans.
Infrastructure complexity: The more complex your infrastructure, the more critical it is to find a suitable single workload automation solution that will schedule and manage workflows across business environments, platforms, applications, and the entire hybrid IT infrastructure, regardless of location.
Compliance Requirements: Today, every organization has different policies that govern how it adheres to compliance laws and business regulations. Managing and protecting data, addressing complications, and timely reporting are essential to ensuring compliance regardless of industry. Some tools offer audits, compliance, and security features tailored to specific industries, but not all do.
Prebuilt Capabilities: Workload automation solutions include libraries of “no-code,” prebuilt integrations, but some offer more prebuilt operations than others. Some WLA solutions provide capabilities that allow operations managers to track, monitor, and control the scheduling environment, allowing for easy adaption in ever-changing regulatory environments. Find out if these extras are included in the cost or require a package upgrade
Availability: For high workload situations, the availability of personnel to monitor for issues is an essential consideration. When fewer staff members are available to manage more complex workloads, failure to detect automation errors is more likely. If the solution you are evaluating will require more personnel to run, it’ll need to be figured into your budget.
Start a Workload Automation comparison here.
Pricing Information
Entry-level options start at $25/customer per environment per month. Free workload automation tools are available, though few and often limited in features or support. Many vendors offer a free trial. For more complex needs or enterprise options, vendors will provide customized quotes.
More Resources
The following blog post may be a helpful tool as you continue to research Workload Automation Software:
Workload Automation FAQs
What businesses benefit most from workload automation tools?
Workload automation tools are most beneficial for businesses that have complex IT infrastructures, or limited IT staff. These businesses can use workload automation tools to save their staff time. For businesses with simple infrastructures and the staff to handle them, a workload automation tool may not be necessary.
If I already have schedulers for my applications, is a workload automation tool needed?
Many businesses handle their workload using individual tools specific to each application they use. For these businesses, a workload automation tool may not be strictly necessary, but can help to reduce the need for those individual tools. As those individual tools stack up it can become more efficient to use a single workload automation tool.
Are there free or open source workload automation tools?
There is a small selection of free workload automation tools available, though they are often limited when it comes to features or support. Many proprietary have a free trial that users can try before making a purchasing decision.