Best Workload Automation Software - Page 5

How Many Workload Automation Software Products Does G2 Track?

Total Products under this Category: 102

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 (↓0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Liongard (+0.15%) - Among all products in this category, Liongard recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Workload Automation Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,800+ Authentic Reviews
  • 102+ 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, JAMS Scheduler, ActiveBatch, Astro by Astronomer, BMC AMI Ops, and MindCloud.

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=jams-scheduler&focus%5B%5D=activebatch&focus%5B%5D=astro-by-astronomer&focus%5B%5D=bmc-ami-ops&focus%5B%5D=mindcloud)

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: 8.7/10)
  • 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 Inc.
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • 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: 8.7/10)

Who Is the Company Behind Spindle Report Scheduler?

  • Seller: Draycir
  • Year Founded: 2002
  • HQ Location: Leicester, GB
  • Twitter: @draycir
    1,237 Twitter followers
  • 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?

Altair Accelerator

HPCWorks Velocity™ (previously Accelerator) software – part of the Siemens Xcelerator business platform of software, hardware and services – is a scalable, event-driven workload manager and job scheduler designed to meet the complex demands of semiconductor design and electronic design automation (EDA). HPCWorks Velocity can run millions of jobs per day, with sub-millisecond latency for maximum throughput. With HPCWorks Velocity, users can make the most of expensive EDA software and maximize computing resources from small, dedicated server farms to complex, distributed HPC, cluster and cloud environments. Hierarchical scheduling can further boost throughput. Achieve maximum throughput: Maximize capacity utilization and accelerate throughput with event-driven architecture, a small memory footprint and extremely low dispatch latency. Stay informed with a big-picture view of completed, failed and waiting jobs. Prioritize important jobs: Enable critical jobs to run before less important jobs using features such as preemption and reservations. Suspend running jobs and resume them once higher-priority jobs have completed, so you don’t need to set licenses aside. Integrate with EDA solutions: Combine fast enterprise job scheduling with industry-leading tools for design flow visualization and dependency management, detailed monitoring and reporting, license allocation and more. Capabilities include: • Comprehensive policy management – control workloads, ensure fair user access and prioritize critical jobs by setting and enforcing policies using features such as fairshare, reservations and preemption • Detailed visibility – optimize your workload environment to meet changing needs with clear, detailed job visibility that informs data-driven policy decisions • Rapid cloud scaling – quickly and seamlessly scale up computing resources, and optimize workloads with high-throughput, cost-conscious job scheduling in the cloud • Cost management – bring cloud costs closer than ever to exact demand by scaling cloud resources back down to zero when they’re no longer needed • Hierarchical scheduling (HPCWorks Velocity Plus) – increase throughput and improve resource utilization by offloading the base scheduler with hierarchical scheduling

Who Is the Company Behind Altair Accelerator?

  • Seller: Altair
  • Year Founded: 1985
  • HQ Location: Troy, MI
  • LinkedIn® Page: www.linkedin.com
    2,630 employees on LinkedIn®
  • Ownership: NASDAQ:ALTR
  • Total Revenue (USD mm): $458

Altair PBS Professional

HPCWorks™ PBS Professional™ software – part of the Siemens Xcelerator business platform of software, hardware and services – is a workload manager and job scheduler for high-performance computing (HPC) environments. It improves productivity, optimizes utilization and simplifies administration for clusters, clouds and supercomputers, from the largest HPC workloads to millions of small, high-throughput jobs. With HPCWorks, IT administrators can securely manage demanding challenges and maintain efficiency across an organization’s HPC environment with dynamic policies, a powerful customization API and extensive hardware support. Proven software with expert support: Compute with confidence using software proven by decades of experience in a broad range of industries, backed by world-class support. Use powerful policy-driven scheduling to optimize resources and prioritize critical jobs. Power mixed AI and HPC workloads: Efficiently orchestrate mixed artificial intelligence (AI) and HPC workloads, from Kubernetes to GPUs. Optimize today’s increasingly complex, demanding hybrid workloads, including machine learning training and AI inference. Tailor workload management to your needs: Customize the solution to meet your organization’s unique requirements and gain enhanced extensibility through a flexible plugin application programming interface (API). Use hook events for tailored job management and validation. Capabilities include: • Policy-driven job scheduling – accelerate job execution and select optimal job placement across diverse, broadly distributed resources using a modern, web-driven GraphQL interface; create intelligent policies to manage distributed, mixed-vendor computing assets as a single, unified system, with a topology-aware architecture that supports GPU scheduling • Budget allocation and cost control – manage budgets across your enterprise – on-premises, in the cloud and for multiple clusters – by allocating workload credits to your users in one or more customizable currencies; gain visibility into HPC usage enterprise-wide with full credit-consumption reporting by groups and by individual users • Unparalleled security – know your data is secure with the only workload manager and job scheduler to achieve EAL3+ certification and the only workload manager integrated with Red Hat’s SELinux cross-domain multi-level security (MLS) technology

Who Is the Company Behind Altair PBS Professional?

  • Seller: Altair
  • Year Founded: 1985
  • HQ Location: Troy, MI
  • LinkedIn® Page: www.linkedin.com
    2,630 employees on LinkedIn®
  • Ownership: NASDAQ:ALTR
  • Total Revenue (USD mm): $458

Automate Schedule

Who Is the Company Behind Automate Schedule?

  • Seller: Fortra
  • Year Founded: 1982
  • HQ Location: Eden Prairie, Minnesota
  • Twitter: @fortraofficial
    2,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,784 employees on LinkedIn®

BICsuite

The workload automation software solution BICsuite give you control over your heterogeneous system environment. The demands made on today’s IT infrastructures are constantly growing. The integration of all different kinds of IT subsystems and the introduction of new technologies give rise to an increasing number of complex routines and individual processes. They all need to be automated in a heterogeneous system environment. With BICsuite, the user is able to define and execute complex, cross-system routines with an arbitrary number of sequential and parallel processes in a heterogeneous network. Taking into account resource utilisation and availability, dependencies and priorities, BICsuite starts all the programs required to run these workflows as timely as possible. Centralised monitoring and controlling of the overall system mean that with BICsuite you will always have all of your processes well under control.

Who Is the Company Behind BICsuite?

BlueHouse

Aside from our expertise in Tidal Enterprise Scheduler, we also offer a variety of products for your enterprise and cloud solution

Who Is the Company Behind BlueHouse?

  • Seller: BlueHouse
  • Year Founded: 2006
  • HQ Location: St Petersburg, US
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

CA Automation Analytics & Intelligence

With Automic Automation Intelligence your critical workloads data can be a source of business insights to drive improvements in your IT Operations, your digital transformation journey, and your business success.

Who Is the Company Behind CA Automation Analytics & Intelligence?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

CA ESP Workload Automation Intelligence

CA Workload Automation ESP extends automation capabilities to a wide variety of processing platforms to integrate business processing with workload management through Workload Automation Agents.

Who Is the Company Behind CA ESP Workload Automation Intelligence?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

CA JCLCheck Workload Automation

CA JCLCheck Workload Automation helps organizations validate JCL accuracy before a job goes into production.

Who Is the Company Behind CA JCLCheck Workload Automation?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

Cloudomation Engine

Cloudomation Engine is a pure Python framework for platform engineering. As a highly customisable, technology agnostic framework with built-in dynamic configuration management and broad automation capabilities, it empowers platform engineers to build a unified layer of abstraction across their entire infrastructure, across technologies such as on-premise and cloud VMs, as well as Kubernetes. This enables visibility, cost control, policy enforcement and resource management in one place, and serves as a powerful basis to provide self-service infrastructure and deployment services for software engineers and other stakeholders.

Who Is the Company Behind Cloudomation Engine?

  • Seller: Cloudomation
  • Year Founded: 2019
  • HQ Location: Vienna, AT
  • Twitter: @cloudomationcom
    41 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Cronradar

Cronradar is a tracking application that monitors, alerts, and analyzes scheduled computer processes.

Who Is the Company Behind Cronradar?

CTFreak

CTFreak allows you to: - Centralize & schedule various types of tasks: - *Local command* task to run a command directly on the host server. - *Command* task to run a command on multiple servers (aka nodes). - *Shell script* task to run a bash or powershell script on multiple servers. - *Ansible playbook* task to run an ansible playbook targeting multiple servers. - *SQL script* task to run a SQL script on multiple databases. - *SQL report* task to generate reports with tables & charts from SQL queries. - *HTTP Request* task to call API endpoints (webhook, ping, …). - *Workflow* task to execute other tasks (sequentially or concurrently). - Receive notifications (slack, teams, telegram, mattermost, discord, email) based on their executions. - Browse files on all your servers from its web interface. Some use cases include: - Get rid of all your crontabs (sysadmin). - Setting up a self-hosted CI/CD pipeline (devops). - Update thousands of unix and windows servers (sysadmin). - Managing distributed computing workflows (data engineers). - Quickly generate a sales report for your CEO from your e-commerce platform. - Create parameterized tasks so that business users can run them with restricted options. Demo instance: https://demo.ctfreak.com/#/login/demo Docs: https://ctfreak.com/docs

Who Is the Company Behind CTFreak?

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