Top 7+ Workload Automation Tools of 2023: Vendor Benchmark

Managing workloads across complex IT environments is crucial yet challenging for modern enterprises. According to a Microsoft survey, around 67% of companies anticipate using multi-cloud environments by 2022. And approximately 72% expect to leverage hybrid cloud environments. However, about 73% of top IT executives find managing multi-cloud environments difficult. Workload automation (WLA) tools can help enterprises tackle these workload management challenges.

This blog post evaluates the top 7+ workload automation solutions to help you pick the right tool for automating and orchestrating workloads across your IT infrastructure. We analyzed vendors based on critical factors like market presence, features, integrations, and use cases. Continue reading for an in-depth guide on selecting the leading workload automation software for your needs.

What is Workload Automation?

Workload automation refers to software solutions that automate, schedule, orchestrate, and manage business processes and workloads across an enterprise‘s IT infrastructure. Key capabilities of WLA tools include:

  • Job scheduling – Automating recurring tasks and workflows
  • Event-driven automation – Triggering processes based on events
  • Resource management – Provisioning and optimizing compute resources
  • Integrations – Connecting disparate systems and applications
  • Monitoring – Tracking status of jobs and system health
  • Alerting – Detecting issues and notifying staff

Workload automation increases operational efficiency, reduces costs, and improves productivity by eliminating repetitive manual processes. WLA is beneficial for automating workloads related to data processing, application management, business processes, compliance, and more.

Top 7+ Workload Automation Vendors

There are over 20 workload automation solutions on the market. To narrow down the top vendors, we evaluated providers based on:

  • Reviews – Average user ratings and number of reviews on trusted sites like G2 and Capterra signify market adoption and satisfaction.
  • Market presence – Factors like company size, funding, case studies indicate position in the market.
  • Features – WLA tools were compared on key capabilities like low-code, integrations, etc.

Based on this analysis, below are the leading workload automation platforms:

1. ActiveBatch

ActiveBatch by Advanced Systems Concepts is a powerful, low-code WLA solution. With an average rating of 4.6/5 based on 246 reviews, it‘s the top-rated workload automation tool on G2 and Capterra. ActiveBatch simplifies automating complex processes with an intuitive drag-and-drop interface. It also offers extensive integration capabilities and global support services.

2. Redwood RunMyJobs

RunMyJobs by Redwood Software has 148 reviews and a 4.7/5 average rating on Capterra and G2. It provides easy, code-free workload automation accessible to citizen developers through its web console. RunMyJobs also touts robust cloud orchestration features and broad connectivity to automate processes across hybrid IT.

3. Stonebranch Universal Automation Center

Stonebranch UAC is an enterprise-grade WLA solution built for automating workloads across increasingly complex hybrid IT environments. With a 4.5/5 average rating based on 85 reviews, Stonebranch enables centralized automation control through its single pane of glass interface.

4. Tidal Automation

Part of Redwood Software, Tidal Automation simplifies WLA with intuitive design, self-documentation, and built-in intelligence. It has 89 reviews and a 4.7/5 average rating on Capterra. Tidal also specializes in mainframe workload automation.

5. BMC Control-M

Control-M by BMC is a workload automation leader, especially in enterprise and batch processing environments. It helps organizations easily orchestrate and manage workflows across on-prem and cloud environments. Control-M has 58 reviews and a 4.4/5 average rating.

6. Automic Workload Automation

Automic by Broadcom (formerly CA Technologies) offers capabilities ranging from traditional job scheduling to advanced real-time automation. It has 48 reviews and a 4.4/5 average rating on Capterra.

7. JAMS Scheduler

JAMS from Fortra is a flexible, scalable enterprise job scheduler for Windows and Linux. With 162 reviews and a 4.6/5 average rating, JAMS provides capabilities like load balancing, alerting, reporting, and more.

This covers the top workload automation tools based on market presence, reviews, and capabilities. Continue reading for a detailed feature comparison.

Workload Automation Feature Comparison

While all leading WLA solutions offer core job scheduling and automation capabilities, they differ in certain features. We compared the top vendors across these key differentiators:

  • Low-code capability
  • Supported programming languages
  • ERP integrations
  • Cloud platform integrations
  • Big data platform integrations

Review the table below for a high-level overview of WLA tool capabilities:

SolutionLow-CodeLanguagesERP IntegrationsCloud IntegrationsBig Data Integrations
ActiveBatchYesOracle, Microsoft DynamicsAWS, Azure, GCPHadoop, IBM, SQL Server
Redwood RunMyJobsYesPython, R, 25+ moreSAP, Oracle, Infor, WorkdayAWS, Azure, GCP, KubernetesHadoop, Snowflake, Splunk
Stonebranch UACYesPythonSAP, PeopleSoftAWS, AzureDatabricks, Snowflake
Tidal AutomationYesOracle, SAP, JD EdwardsAWS, Azure, S3Hadoop, IBM Cognos, Informatica
BMC Control-MYesJSON, PythonSAPAWS, Azure, GCP, KubernetesHadoop, Snowflake, Databricks
Automic WLAYesJILSAPAWS, Azure, GCPHadoop, HDFS, Hive
JAMS SchedulerNoSAP, OracleAWS, AzureHadoop, SAS, Snowflake

Let‘s take a closer look at how these workload automation platforms differ across the key features:

Low-Code Capability

Low-code workload automation enables citizen developers to build automation workflows through intuitive drag-and-drop design rather than coding. Around 65% of WLA tools evaluated offer low-code capabilities accessible to non-programmers. This improves ease of use and democratizes automation.

Programming Language Support

The ability to leverage different coding languages allows more flexible, scalable process automation. RunMyJobs supports the most languages like Python, R, C++, PowerShell, and 25+ more. Broad language support also aids integration across diverse systems.

ERP Integrations

Connecting WLA tools with ERP systems like SAP, Oracle, and Infor maximizes the value of both solutions. RunMyJobs seems to offer the most extensive ERP integrations, allowing end-to-end automation across ERP modules like finance, HR, supply chain.

Cloud Platform Integrations

As multi-cloud usage grows, cloud platform integration is key for workload automation. All the major WLA vendors provide integration with AWS, Azure, and GCP. And many connect to containers and orchestrators like Docker and Kubernetes.

Big Data Integrations

Workload automation tools that integrate with big data platforms like Hadoop, Snowflake, and Databricks enable seamless data pipelines and workflows. They help automate repetitive data tasks that analysts spend over a third of time on.

This comparison shows leading workload automation solutions have similar core capabilities but differ in areas like low-code, integrations, and language support. Keep these differences in mind when evaluating options.

6 Must-Have Workload Automation Features

Beyond the differentiators above, there are essential features every robust WLA platform should provide. Here are six key capabilities to look for when selecting workload automation software:

1. Hybrid and Multi-Cloud Support

The top workload automation tools can deploy across hybrid IT and multi-cloud environments comprising on-prem, private cloud, and multiple public clouds like AWS, Azure and GCP. This provides centralized visibility and control over dispersed infrastructure.

2. Graphical Workflow Design

An intuitive, visual workflow designer enables drag-and-drop automation building without coding. This improves ease of use for citizen developers. Workflow wizards further simplify creation.

3. Connectors and API Integration

prebuilt connectors and APIs make it easy to integrate a wide array of applications, data sources, cloud platforms, and tools. This allows end-to-end process automation across systems.

4. Scheduling Engine

Advanced scheduling engines allow users to set event, time, and calendar-based triggers to launch workloads and jobs. This enables automation of recurring batch processes.

5. Monitoring and Analytics

Robust monitoring provides real-time visibility into job status, system health, and performance metrics. Historical analytics help optimize automation over time. Alerts notify staff of errors or failures.

6. Security and Compliance

Leading WLA solutions provide security capabilities like role-based access, encryption, and data masking to safeguard sensitive information. They also help enforce compliance requirements.

Top Workload Automation Use Cases and Benefits

Workload automation delivers significant benefits across many critical business and IT use cases. Here are top examples:

IT and Cloud Management – Automate provisioning, deployment, and orchestration of resources across hybrid infrastructure.

Data Integration and Processing – Schedule and orchestrate batch data integration, transformation and analytics workflows.

Application and Database Management – Automate patching, updates, scheduling, and administration of applications and databases.

Business Process Automation – Streamline repetitive processes like order processing, financial periods, billing, and reporting.

Mainframe Automation – Modernize and integrate mainframe systems, applications, and data.

Compliance and Audits – Orchestrate processes to enforce security policies, controls, and compliance procedures.

Organizational Productivity – Eliminate repetitive manual processes so staff can focus on strategic initiatives.

No matter your use case, leading workload automation solutions can save time, reduce costs, minimize errors, and improve productivity across your technology landscape.

How to Select the Best Workload Automation Software

Choosing the right workload automation system for your needs depends on several factors:

  • Environment complexity – Assess infrastructure scale, technology diversity, hybrid/multi-cloud usage
  • Use cases – Identify processes and workloads to automate now and in future
  • Ease of use – Evaluate capabilities suiting both IT experts and citizen developers
  • Integrations – Determine essential connections to apps, data, tools, and platforms
  • Scalability and flexibility – Ensure the system can grow and adapt as needs change
  • Total cost of ownership – Consider license cost, implementation needs, and administrative overhead
  • Vendor support – Review services like training, troubleshooting, and customer success

Leading options like ActiveBatch, Redwood RunMyJobs, and Stonebranch offer the full spectrum of WLA capabilities. But narrow your shortlist to tools that best align to your environment and use cases.


As IT environments grow more complex, workload automation is essential for enterprises to optimize and simplify IT management. WLA improves efficiency, agility, and productivity by automating repetitive processes across hybrid infrastructure.

This guide provided an in-depth look at top workload automation solutions based on critical factors like market adoption, features, use cases, and buyer needs. Leading options include ActiveBatch, Redwood RunMyJobs, Stonebranch, and BMC Control-M.

No matter where you are in the evaluation process, leverage this analysis as an resource for picking the ideal workload automation software for your infrastructure and use cases. Automating mission-critical workloads has never been more important, and the right WLA platform can help your organization succeed.

Similar Posts