Commercial Products
Proprietary software that spotify/luigi can replace
ActiveBatch
ActiveBatch is a commercial workload automation platform that orchestrates complex batch jobs, manages dependencies, and supports Hadoop integrations across hybrid environments.
Control-M
Control-M is a proprietary workflow orchestration tool that automates and manages application and data pipelines, including batch jobs with dependency resolution across mainframe, distributed, and cloud systems.
IBM Workload Automation
IBM Workload Automation, successor to Tivoli Workload Scheduler, is an enterprise scheduling solution for managing batch workloads, resolving dependencies, and automating job streams in distributed environments.
RunMyJobs
RunMyJobs is a SaaS-based enterprise job scheduler that automates and orchestrates batch processes and workflows across hybrid IT environments with event-based triggering.
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