Best Workload Automation Software - Page 7

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)

Rescale

Rescale‚ enables engineers and scientists to run their most demanding software on the world‚ largest cloud network for bigcompute and cloudHPC.

Who Is the Company Behind Rescale?

  • Seller: Rescale
  • Year Founded: 2011
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    228 employees on LinkedIn®

Robot

Who Is the Company Behind Robot?

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

Rocket OpenTech

Rocket DR/Xpert software provides comprehensive disaster recovery automation and security for critical application disaster recovery needs. Whether recovering a single application, or recovering all applications, DR/Xpert achieves recovery point objective automatically - without assembling experts at the recovery site in hopes of piecing together fuzzy backups into a viable recovery.

Who Is the Company Behind Rocket OpenTech?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Rocket Process Insights

Modernization has been an ongoing hot topic in meetings for a while now. You and your team know it must happen eventually, but the idea feels daunting. You and your team want this project to deliver bottom-line value to the business as soon as possible, and because of the C-level visibility on the project, the pressure is on.

Who Is the Company Behind Rocket Process Insights?

SmartJCL

SmartJCL is a cost-effective Job Control Language (JCL) checker. It helps organizations identify errors in new or modified JCL before applications are handed over to production. SmartJCL analyzes JCL and all relevant components, including procedures, symbolic parameters, utility statements, DASD and UNIT availability, dataset availability, and scheduler variables. It helps reduce typical JCL errors such as syntax errors, missing files, programs, and procedures, as well as errors caused by incorrect scheduler variables. The solution provides interfaces to Control-M, IBM Workload Scheduler (IWS) for z/OS, and REXX. SmartJCL can check complex job streams in the planned production sequence and simulate catalog actions to identify potential conflicts before production.

Who Is the Company Behind SmartJCL?

Stagger

Stagger is a scheduling extension for Tableau Cloud extract refreshes. The native scheduler stops at hourly, daily, weekly, and monthly: no seasonal schedule type, no every-N-weeks cadence. Stagger adds both, and manages the whole refresh calendar they live in. Extend: give a task a season and Stagger removes it off-season (zero runs, zero budget) and recreates it at season start with one full refresh. Or give it a cadence like every 6 weeks and Stagger fires each run. Balance: every schedule on the site in one view, with batch reschedules and the impact previewed before you apply. Watch: your site's daily runtime budget modeled from real run durations, a record of every action taken, and outside changes held for review rather than guessed at. Stagger connects read-only by default and changes nothing about your data pipelines; the only writes are the schedules and policies you stage yourself. Free 14-day trial.

Who Is the Company Behind Stagger?

Terma Suite

The Terma Suite of Products are designed to work together to address the need for analytics based on the huge volume of data generated by the underlying workload automation engines.

Who Is the Company Behind Terma Suite?

Tungsten Output Manager

Tungsten Output Manager is a software solution designed to streamline and enhance the management of output processes in various business environments. It focuses on automating the generation, distribution, and archiving of documents, enabling organizations to efficiently handle high volumes of output. The platform supports multiple output formats and integrates with various enterprise systems, ensuring seamless workflow and improved operational efficiency. Its features include customizable templates, secure delivery options, and comprehensive tracking capabilities, making it suitable for businesses looking to optimize their document management and output processes.

Who Is the Company Behind Tungsten Output Manager?

Vinzant Global ECS

Global Event Control Server from Vinzant Software delivers the power and reliability to schedule and control your mission-critical Windows and Unix applications, enterprise-wide.

Who Is the Company Behind Vinzant Global ECS?

VitalSigns for VNAC

Replace Your Legacy Monitor with VNAC for Cost Savings and Easy Automation Access control is the front line of network security. SDS VitalSigns for Network Automation and Control (VNAC) provides a comprehensive solution to manage, monitor, and secure access to IBM mainframe network resources. Designed to protect mission-critical systems, VNAC ensures that only authorized users and applications can access key network components. With real-time visibility into network session activity, user permissions, and access logs, VNAC empowers IT teams to enforce network access policies while minimizing the risk of insider threats or unauthorized connections. This solution supports role-based access control (RBAC) and integrates with security compliance mandates, helping businesses achieve regulatory compliance. Key Features: • Access Control Management: Define and manage user access to mainframe network resources. • Real-Time Monitoring: Track and analyze real-time access attempts and session activity. • Role-Based Access Control (RBAC): Assign roles and permissions to users for better access governance. • Audit Logging & Compliance: Generate detailed audit trails to meet regulatory compliance (PCI-DSS, SOX, GDPR, and others). • Integration with SIEM: Feed VNAC access logs into your SIEM for centralized threat detection. Business Impact: • Save Costs: Run components off the mainframe to conserve CPU cycles and save as much as 60%. • Save Time: Automation capabilities save hundreds of IT team hours. • Mitigate Insider Threats: Ensure only authorized users access sensitive network resources. • Achieve Compliance Faster: Satisfy regulatory mandates with audit trails and security logs. • Streamline Access Management: Replace manual access reviews with automated, role-based controls. • Enhance Network Visibility: Gain end-to-end visibility into every access request and session.

Who Is the Company Behind VitalSigns for VNAC?

Xi-Batch

Xi Software develops mainframe‑class systems management soft‑ ware for Unix and Linux. Founded in 1986, it specialises entirely in two areas ‑ job scheduling and print management ‑ and supports customers running business‑critical batch and produc‑ tion printing worldwide. Its products are Xi‑Batch, a job scheduler, and Xi‑Text, a print and output manager. Xi‑Batch is a job scheduling and workload automation system for Unix and Linux. It replaces cron with dependency chaining across hosts, load levelling, a live interactive queue, per‑user security and full audit. Event‑driven and with no database dependency, it installs in minutes and runs from desktop to enterprise server.

Who Is the Company Behind Xi-Batch?

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