Workload Automation Software

Workload Automation Software Overview

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 Products

(1-25 of 58) Sorted by Most Reviews

The list of products below is based purely on reviews (sorted from most to least). There is no paid placement and analyst opinions do not influence their rankings. Here is our Promise to Buyers to ensure information on our site is reliable, useful, and worthy of your trust.
Control-M

BMC’s Control‑M is designed to simplify and automate diverse batch application workloads while reducing failure rates, improve SLAs, and accelerate application deployment.

Key Features

  • Logging (48)
    95%
    9.5
  • Multi-platform scheduling (49)
    85%
    8.5
  • Alerts and notifications (49)
    75%
    7.5
BMC FootPrints

BMC FootPrints is an IT service management (ITSM) solution featuring workload automation.

Redwood Business Process Automation - Workload Edition

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…

ActiveBatch Workload Automation

ActiveBatch from Advanced Systems Concepts in New Jersey is IT workload automation software.

Key Features

  • Alerts and notifications (10)
    51%
    5.1
  • Central monitoring (10)
    51%
    5.1
CA Workload Automation

As the name may suggest, CA Workload Automation is CA Technologies workload automation offering.

Broadcom Automic Automation (formerly CA Automic Automation Platform)

Broadcom Automic Automation (formerly the CA Automic Business Automation Platform)is a workload automation and release / deployment management offering supported by Broadcom, which provides an open, scalable and unified approach to driving automation across, enableing the user to…

CenturyLink Cloud Application Manager (formerly AppFog)

CenturyLink® Cloud Application Manager (formerly AppFog) is a cloud-agnostic application and infrastructure management platform with integrated Managed Services. The centralized platform manages workloads across on-premises and third-party cloud environments, allowing for greater…

Mitratech TAP Workflow Automation

TAP Workflow Automation is a business process automation solution, enabling clients to digitize any workflow. The solution aims to improve efficiency, productivity, standardization, and compliance, as well as drive cost savings and time-to-value. TAP's drag-and-drop UI lets users…

AWS Batch

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…

Dollar Universe Workload Automation (formerly CA Automic Dollar Universe)

Dollar Universe Workload Automation (formerly CA Automic Dollar Universe) is IT workload automation software developed by ORSYP and now owned and supported by Broadcom (via acquiring CA Technologies).

Micro Focus Operations Orchestration

Operation Orchestration is workload or IT process automation software formerly supported by HPE, now offered and supported by Micro Focus since the September 2017 merger.

TrueSight Orchestration (formerly Atrium Orchestrator)

TrueSight Orchestration (formerly Atrium Orchestrator) is datacenter automation software from BMC.

Astronomer

Astronomer is a control plane for Apache Airflow. Optimized and designed to run on the cloud of the user's choice - Azure, AWS, GCP, Openshift, or on-prem. Astronomer is designed to make it easy to run, manage, and scale data pipelines across the organization. Hit the ground running…

CA Scheduler Job Management

CA Scheduler Job Management is IT workload automation software from CA Technologies.

Savision

Savision provides IT alert management and suppression, as well as automated incident workflows. Savision is a Martello Technologies property, since the 2018 acquisition.

Axway Automator

Axway Automator is a tool supporting cross-silo automation, synchronization and orchestration of job sequencing and services within a hybrid environment.

NetIQ Directory and Resource Administrator

NetIQ Directory and Resource Administrator delivers enhanced administration of provisioning and reporting in Microsoft AD. With NetIQ Directory and Resource Administrator, the user can enforce directory policies on-premises and in the cloud to meet governance and compliance.

CA Server Automation

CA Server Automation is an IT workload automation offering from CA Technologies, generally for the automation of software deployment and configuration.

Tivoli Provisioning Manager

Tivoli Provisioning Manager is IBM's workload automation offering for automating software deployment and provisioning.

IBM Spectrum Computing

IBM Spectrum Computing is a suite of applications supporting workload management in a hybrid cloud environment.

IPsoft 1Desk

IPsoft headquartered in New York offers 1Desk, an end-to-end IT help desk workload and process automation platform.

Automaton

Automaton is a test automation tool. Automaton uses a visual flow chart-based design interface. It enables end to end continuous test automation of all components in application development - Web, APIs, Logs and Database Processes/Operations. With no-code interface, users without…

Cisco Workload Optimization Manager (WOM)

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…

Compuware ThruPut Manager

Compuware's ThruPut Manager can help automatically and intelligently optimize batch processing to resolve hidden lurking problems in manual batch processing and futureproof for the next-generation. By balancing workload and improving batch throughput, ThruPut Manager also delivers…

Hitachi Unified Compute Platform Advisor (UCP Advisor)

Hitachi Vantara offers the Hitachi Unified Compute Platform Advisor (or UCP Advisor), an IT workload automation solution designed to support a converged infrastructure.

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:

Frequently Asked Questions

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.