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Workload automation
Updated on Apr 3, 2025

Top 30 Workload Automation Case Studies in 2025

Workload automation (WLA) tools are used by 43% of infrastructure and operations leaders to execute infrastructure operations.1 However, business leaders may not know about the full scope of workload automation capabilities and how they can function as enterprise jobs scheduling software.

Case studies demonstrate the range of capabilities of new technologies. We compiled WLA case studies along with their benefits for business leaders to identify their benefits and use cases.

And when you are ready to choose a WLA solution, you can check out the list of WLA tools along with their features.

WLA case studies

To demonstrate the broad applicability of automation, we explored real-world workload automation use cases across industries ranging from finance to retail. These examples highlight the diverse set of tasks that automation can optimize.

In particular, sectors with complex enterprise systems like SAP have seen substantial gains. Organizations integrating SAP workload automation tools report improvements in job scheduling, batch processing, and compliance tracking.

Updated at 11-26-2024
SolutionCustomerRegionIndustryUse CaseBenefit DetailsShort Summary
ActiveBatchVero SkattEuropeFinanceBatch Scheduling -Vero Skatt uses ActiveBatch’s collection of over 30 alerts and alert objects to help streamline their operations.
-The number of environments, each running workloads on separate resources, that Vero Skatt manages and monitors with ActiveBatch
-Improved compliance with internal and external audit and control requirements.

-Large reductions in manual processes, troubleshooting, and custom scripting.
RunMyJobsCoca-Cola HBC AGEuropeBeverage bottlingBatch Scheduling-Become enabled to manage about 9000 SAP users
Integrated SAP NetWeaver stack to ERP
RunMyJobsEspritGermanyWholesale fashionData ManagementNAIntegrated SAP ERP with SAP ecosystem tools
RunMyJobsFrench ConnectionUKWholesale fashionData ManagementNAIntegrated SAP ERP and SAP BW.
RunMyJobsUBSGlobalFinanceData Management-Automated about 80% of the monthly entries in the global journal
-External reporting time has also decreased from about 9 days to about 5 days at period closes.
Between SAP ERP, SAP BW, Oracle E-Business Suite, Apache Hadoop, Snowflake Data Warehouse, Tableau, and ServiceNow, platforms are integrated and data and file transfers are automated
Fortra's JamsAmedisysU.S.HealthcareBatch SchedulingNAImproved automated invoice processing
StonebranchAchemaNetherlandsInsuranceBatch Scheduling-About 4 million file transfer jobs can be done every month
-Increased the number of workflows per year to ~30,000.
-Integrated Azure, SAP, AIX, and other platforms
-Reduced efforts in orchestration such as file transfer
StonebranchBankiaSpainFinanceData ManagementNAIncreased efficiency in file transfers
Fortra's JamsCamden Asset ManagementU.S.FinanceData ManagementNAScheduled data transfer processes automatically
BMC Control-MCarrefourGlobalRetailData Management-About %11 increase in number of data transfers Data exchange management for increased number of data exchanges due to Express stores
StonebranchExpediaGlobalHospitalityJob SchedulingReduced onboarding times from one week to one dayWLA was used in HR for managed file transfers, user base requests management, employee onboarding
StonebranchITERGOGermanyITJob SchedulingReduced server downtimes during server maintenances almost to zeroSAP integration and job scheduling from a single platform
Fortra's JamsIU HealthU.S.HealthcareJob SchedulingNAJob scheduling tool for file transfers troubleshooting upon failures in file transfers
BMC Control-MKoçSistemTurkeyITServer Management-About 99% compliance to third party agents in server audits
-Almost 0 security patches older than 30 days were missed.
Automated and scheduled server updates and maintenances such as updates to increase compliance and security
StonebranchLand's EndGlobal (U.S. origin)Wholesale fashionCompliance~31% reduction in z/OS CPU usage Integrated platform to monitor RPA robots
BMC Control-MOdea BankTurkeyFinanceServer Management-Made 13 custom compliance rules and actions to fix them for Windows/Linux
-Almost 0 security patches older than 30 days were missed.
Automated and scheduled server updates and maintenances
SMA Technologies OpConOregon State Credit UnionU.S.FinanceServer ManagementAutomated ~600 different jobs on ~110 different schedules.Scheduled and automated server maintenance, like updates to improve compliance
SMA Technologies OpConRobinson Financial Credit UnionU.S.FinanceJob SchedulingSaved ~5 hours worktime of RPA technicians each dayAutomated ways to process invoices and other related electronic documents
BMC Control-MRewe DigitalEuropeRetailData Management- About 99% automated conversion rate in customer transactions
- Achieved about 100% server uptime
Automated scheduling of data conversion processes and integration of SAP and other data technologies
StonebranchSECURAU.S.InsuranceJob SchedulingNAOn a mainframe-based scheduler, batch jobs from open system servers are automated
BMC Control-MSnamEuropeOil & GasJob Scheduling-Reduced workflow errors by ~40%
-Reduced business services time-to-market 20%
-Automated file transfers take place between SAP and other software environments
-Services related to workflows are automated
SMA Technologies OpConSynergentU.S.FinanceJob SchedulingAbout 75% increase in efficiency in electronic document processing proceduresAutomated and planned electronic document processing procedures
Fortra's JamsTGW.comU.S.RetailData ManagementNAAutomated data integration between EDI and ERP data bases and their transfer to SFTP
Fortra's JamsU.S. SugarU.S.AgricultureData ManagementNAAutomated ETL processes.
StonebranchUnited SupermarketsU.S.RetailData Management-About 92% less manual review for automated processes
-About 20% increase workflow processing
-Data pipelining, job and workload scheduling
StonebranchVermont Information ProcessingU.S.SoftwareData Management-Run close to 300,000 jobs a day-Decreased efforts in job running time and scheduling
-Data Pipeline Automation, such as automating extract-transform-load (ETL) processes

If you have questions about workload automation best practices, please get in touch with us at:

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Cem has been the principal analyst at AIMultiple since 2017. AIMultiple informs hundreds of thousands of businesses (as per similarWeb) including 55% of Fortune 500 every month.

Cem's work has been cited by leading global publications including Business Insider, Forbes, Washington Post, global firms like Deloitte, HPE and NGOs like World Economic Forum and supranational organizations like European Commission. You can see more reputable companies and resources that referenced AIMultiple.

Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He also published a McKinsey report on digitalization.

He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years. Cem's work in Hypatos was covered by leading technology publications like TechCrunch and Business Insider.

Cem regularly speaks at international technology conferences. He graduated from Bogazici University as a computer engineer and holds an MBA from Columbia Business School.

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