Best Workload Automation Software - Page 4

How Many Workload Automation Software Products Does G2 Track?

Total Products under this Category: 103

Category Stats (Nov 2026)

  • Average Rating: 4.47/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: ANOW! Suite (+0.49%) - Among all products in this category, ANOW! Suite recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Workload Automation Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,900+ Authentic Reviews
  • 103+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Workload Automation Software

G2 Grid® for Workload Automation Software plotting products by satisfaction and market presence

Highlighted products: Control-M, RunMyJobs, Tines Stories, BMC AMI Ops, JAMS Scheduler, ActiveBatch, Stonebranch, and Astro by Astronomer.

Underlying data: [Grid® JSON](https://www.g2.com/categories/workload-automation/grids.json?focus%5B%5D=control-m&focus%5B%5D=runmyjobs&focus%5B%5D=tines-stories&focus%5B%5D=bmc-ami-ops&focus%5B%5D=jams-scheduler&focus%5B%5D=activebatch&focus%5B%5D=stonebranch&focus%5B%5D=astro-by-astronomer)

Rocket Zeke

ASG-Zeke provides wide ranging functionality, including system command scheduling, automatic variable calculation and substitution, step-level condition code validation, workload balancing, schedule forecasting and simulation, SAF security, optional SMP/E support, simultaneous support for multiple JCL libraries, electronic vaulting capabilities, pre-built calendars, and other utilities.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Rocket Zeke?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Rocket Zeke?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Rocket Zeke?

AppWorx Workload Automation

AppWorx Workload Automation is and innovative, best-in-class task scheduling solution that accelerates your processing, provides visibility and control over business processes and mitigates risk in both Ellucian Banner and Fiserv DNA environments: Simplify processing in complex IT infrastructures. Provide visibility, management and control of business processes. Mitigate risk by controlling your most mission-critical processes.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind AppWorx Workload Automation?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA
  • Phone: +1 800 225-5224

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of AppWorx Workload Automation?

What Are G2 Users Discussing About AppWorx Workload Automation?

Atgen A2 Automation

Atgen A2 is a radically simple IT automation solution that automates application builds, continuous testing, data parsing & processing, report generation, batch processing, job scheduling, and many other IT needs. Avoid running repetitive batch jobs and managing access to deploy and update your applications — automate in a language that approaches plain English, using SSH or WinRM, with no agents to install on remote systems. http://www.atgensoft.com/

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Atgen A2 Automation?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Atgen A2 Automation?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Atgen A2 Automation?

What Are G2 Users Discussing About Atgen A2 Automation?

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CA OPS/MVS Event Management & Automation

The recognized leader in mainframe automation offers powerful management capabilities for your enterprise to achieve 24x7 operations availability objectives. CA OPS/MVS® Event Management and Automation automatically responds to system events, and can detect problems before users are affected.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate CA OPS/MVS Event Management & Automation?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind CA OPS/MVS Event Management & Automation?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA
  • Phone: +1 800 225-5224

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of CA OPS/MVS Event Management & Automation?

What Are G2 Users Discussing About CA OPS/MVS Event Management & Automation?

D2C

D2C is a platform which automates routines in building the infrastructure for applications. It gives professional developers the easiest way to configure, deploy, and scale apps with Docker.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind D2C?

Who Uses This Product?

  • Company Size: 100% Large

What Are G2 Users Discussing About D2C?

Google Tools for Power

Cloud tools for PowerShell Full cloud control from Windows® PowerShell.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Google Tools for Power?

  • Proactive Workflow: 10.0/10 (Category avg: 8.6/10)
  • Workload Processing: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Google Tools for Power?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG
  • Phone: +1 (650) 253-0000

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Google Tools for Power?

Granulate

Granulate's autonomous, continuous workload optimization enables companies to improve application performance and reduce cloud costs by up to 63% - with no code changes required. Granulate’s technology learns the resource management patterns of your application on cloud or on-prem infrastructure and continuously optimizes it at the runtime level. Customers can start by activating Granulate on just a single VM, but no matter the size of the cluster they will see results of up to 5x throughput, 40% reduced latency and 60% reduced cloud costs. Performance gains come regardless of other optimization solutions in use, and engineers aren’t required to change the code whatsoever.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Granulate?

  • Proactive Workflow: 10.0/10 (Category avg: 8.6/10)
  • Workload Processing: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Granulate?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Granulate?

What Are G2 Users Discussing About Granulate?

IBM Event Automation

IBM Event Automation is a comprehensive, event-driven solution designed to help organizations detect, analyze, and respond to business events in real time. By leveraging event-driven architecture, it enables businesses to act on critical insights faster, enhancing operational agility and driving smarter decision-making. Key Features and Functionality: - Event Streams: Manage a scalable and resilient event backbone that transports events to wherever they are needed. - Event Processing: Build and instantly test stream processing flows for anything that implements the Kafka Protocol. - Event Endpoint Management: Manage access, enable discovery, and promote sharing and reuse of events from anything that implements the Kafka Protocol. Primary Value and Solutions Provided: IBM Event Automation empowers organizations to transform raw event data into actionable insights, enabling real-time responses to emerging trends, threats, and opportunities. By automating decision-making processes and facilitating rapid development of event-driven applications, it helps businesses maximize revenue potential and enhance operational efficiency.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate IBM Event Automation?

  • Workload Processing: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind IBM Event Automation?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM
  • Phone: 1-866-277-7488

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About IBM Event Automation?

AI-generated summary from verified user reviews

Pros
  • Users value the flexibility of IBM Event Automation, enabling easy management and discovery of event data streams.
  • Users value the unique security features of IBM Event Automation for managing and securing event data streams.

What Are Recent G2 Reviews of IBM Event Automation?

IT Process Automation Manager

IT Process Automation Manager helps improve productivity while also enforcing standards. With CA Process Automation, you can automate IT processes that span multiple organizations and systems, reduce the time it takes to deliver services and enforce standards and compliance policies across departments.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate IT Process Automation Manager?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind IT Process Automation Manager?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA
  • Phone: +1 800 225-5224

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About IT Process Automation Manager?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of IT Process Automation Manager, significantly enhancing efficiency and reducing errors.
  • Users commend the automation efficiency of IT Process Automation Manager for streamlining operations and minimizing errors.
  • Users find that IT Process Automation Manager significantly enhances productivity by streamlining processes and minimizing errors.
Cons
  • Users find automation limitations in managing complex workflows, which can complicate their overall experience with the product.

What Are Recent G2 Reviews of IT Process Automation Manager?

ProActive Workflows & Scheduling

ProActive Workflows & Scheduling from Activeeon is a market’s leading automation platform for enterprises. Ideal for better operational efficiency, it handles all automated operations and new requirements coming from the business. It is the perfect answer to the current trends of hybrid and multi-cloud technologies. We offer companies a solution to automate the flux of information between entirely different applications and let them use any underlying compute resources that may be cloud services or on-premises resources. ProActive Workflows & Scheduling provides you with a a single point of control platform for visibility over all your IT and business processes. ProActive offers a wide range of features, including event triggers, workflow management, smart batch processing as well as advanced parallel flows. Thanks to its workflow agility and openness, ProActive enables ITOps to improve their current automation techniques like batch processing and job scheduling and also, to answer new requirements such as real-time events and parallel processing. ProActive gives IT operations personnel the ability to rapidly automate processes for both on-premise and cloud environments. From a single workflow, the process can be directed to any environment. A succession of tasks, which could be sequential or parallel, transcends the existing siloed environment and offers you to run tasks any environment: private cloud, public cloud, on-premises, HPC, Grid, in VMs or containers. ProActive gives you standardized way to build processes across infrastructure where you can choose the best applications you need and therefore lets you connect to the relevant cloud provider. The scalability of ProActive Workflows & Scheduling solution has been tested on over 20000 CPU cores, and demonstrated resource elasticity, automatically scaling up and down depending on the workload. Features are available through GUI, REST API or CLI. ProActive has internal mechanisms that automatically identify, examine, and fix problems right away. We make sure that any loss of compute resource does not impact your jobs processing. By using self-service jobs, ITOps or users can automate the process of deploying a complete IT environment (computing power, RAM, networks, database and applications, etc.) regardless of the cloud provider. Choose ProActive Workflows & Scheduling if you need: - Optimize processes - Create modern automation - Build effective workflows - Unify IT infrastructure - Batch processing, job scheduling and workload automation - Hybrid IT: manage resources on-prem, on private or public cloud - Self-healing automation - Seamless spot instances management - Deploy IT environment on-demand - Guarantee Data Security & Privacy ProActive Workflows & Scheduling software from Activeeon has been recognized by Gartner in the Market Guide for Service Orchestration and Automation Platforms.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate ProActive Workflows & Scheduling?

  • Proactive Workflow: 10.0/10 (Category avg: 8.6/10)
  • Workload Processing: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind ProActive Workflows & Scheduling?

  • Seller: ActiveEon
  • Year Founded: 2007
  • HQ Location: Sophia Antipolis, FR
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of ProActive Workflows & Scheduling?

Robot Schedule

A Key Part of Fortra (the new face of HelpSystems) Robot is proud to be part of Fortra’s comprehensive cybersecurity portfolio. Fortra simplifies today’s complex cybersecurity landscape by bringing complementary products together to solve problems in innovative ways. These integrated, scalable solutions address the fast-changing challenges you face in safeguarding your organization. With the help of the powerful protection from Robot Schedule and others, Fortra is your relentless ally, here for you every step of the way throughout your cybersecurity journey.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Robot Schedule?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Robot Schedule?

  • Seller: Fortra
  • Year Founded: 1982
  • HQ Location: Eden Prairie, Minnesota
  • LinkedIn® Page: www.linkedin.com
    1,784 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Robot Schedule?

What Are G2 Users Discussing About Robot Schedule?

Rocket Enterprise Orchestrator

Rocket® Enterprise Orchestrator is a comprehensive workload automation platform designed to streamline and automate complex application workflows across diverse environments, including on-premises systems, public clouds, and private clouds. By enabling organizations to design, schedule, manage, and automate intricate business processes, it ensures timely and efficient job delivery, enhancing operational efficiency and agility. Key Features and Functionality: - Developer-Friendly Automation: Integrates seamlessly with DevOps toolchains, supporting tools like Ansible, Kubernetes, and Azure DevOps. This facilitates the acceleration of software delivery by aligning schedule updates with code changes throughout the DevOps lifecycle. - Universal Automation Capability: Manages automated workloads across hybrid cloud environments, including sysplex mainframes, from a single platform. This allows for the orchestration of tasks across on-premises, cloud, midrange, and mainframe systems. - User-Friendly Interface: Provides a flexible web interface equipped with dashboards, graphical process design tools, and notifications, enabling automation engineers to efficiently manage and monitor runtime execution of business processes. - Extensive Integrations: Offers a wide range of integrations across applications, databases, file management systems, development tools, and platforms, ensuring compatibility and flexibility within existing IT ecosystems. Primary Value and Problem Solved: Rocket Enterprise Orchestrator addresses the challenges of managing complex, cross-platform workflows by providing a centralized solution that enhances visibility, coordination, and automation of business processes. It reduces manual effort, minimizes errors, and accelerates time-to-market for new applications and services. By unifying disparate tools and processes, it fosters cross-team collaboration, improves alignment between IT and business objectives, and ensures that workloads are executed efficiently and reliably across the entire IT infrastructure.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Rocket Enterprise Orchestrator?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Rocket Enterprise Orchestrator?

Rocket Zena

ASG-Zena is a robust, enterprise-wide workload management solution for distributed operations environments that support “event-based” scheduling as well as traditional time and date-based scheduling methodologies. ASG-Zena provides non-invasive integration of legacy applications, ERP, and newer, “message aware” environments such as .NET and J2EE that offer advanced IT process automation. From a single console, users can manage workloads and several scheduling points across multiple platforms, including Windows , as well as multiple UNIX and Linux operating environments and on the AS/400. ASG-Zena improves efficiency and reduces costs. It also offers exception-based management, a highly scalable component-based architecture, fault tolerance, role-based security, and graphical drag-and-drop workload definition.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Rocket Zena?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Rocket Zena?

SAS Workload Management

SAS® WORKLOAD MANAGEMENT Go beyond Kubernetes – simplify your analytic workload management on SAS® Viya®.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate SAS Workload Management?

  • Proactive Workflow: 8.3/10 (Category avg: 8.6/10)
  • Workload Processing: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind SAS Workload Management?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of SAS Workload Management?

Spindle Report Scheduler

Spindle Report Scheduler delivers intelligent reporting for Sage 200, ideal for users who regularly run multiple management reports. It automates report distribution with scheduled deliveries, ensuring key information reaches the right people at the right time. Reports can be sent in any format to any email address, always using real-time data. With Sage Report Designer, you can pull information from multiple data sources and create smart business reports delivered straight to your inbox. Schedule automated report runs, access optimised reports on mobile, and easily share insights across your team, helping you plan better and make more informed decisions. To find out how Spindle Report Scheduler can help your business contact Draycir today E: sales@draycir.com T: +44 116 2553010 or visit our website for further details https://www.draycir.com/draycir-products/spindle-report-scheduler/ Spindle Report Scheduler works with Sage 200cloud Professional in UK and Europe and is part of the Spindle suite of products

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Spindle Report Scheduler?

  • Proactive Workflow: 3.3/10 (Category avg: 8.6/10)
  • Workload Processing: 6.7/10 (Category avg: 9.0/10)
  • Scalability: 5.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Spindle Report Scheduler?

  • Seller: Draycir
  • Year Founded: 2002
  • HQ Location: Leicester, GB
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Spindle Report Scheduler?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Spindle Report Scheduler, seamlessly integrating with the Sage package.

What Are Recent G2 Reviews of Spindle Report Scheduler?

Tian Lin
TL
Researched and written by Tian Lin
Updated April 4, 2025