Best workflow orchestration software

9 tools with AI-ranked alternatives, pricing, pros and cons.

Task Scheduler logo

Task Scheduler

Task Scheduler is a Windows system utility for launching programs, scripts, and maintenance jobs on schedules...

Union.core logo

Union.core

Union is a data and AI orchestration platform for teams running machine learning, analytics, and distributed...

Polyaxon logo

Polyaxon

Polyaxon is an MLOps platform for running, tracking, and managing machine learning experiments and workflows, especially...

Cadence Workflow logo

Cadence Workflow

Cadence is an open-source durable workflow orchestration platform for developers building long-running, fault-tolerant distributed applications. It...

Spring Batch logo

Spring Batch

Spring Batch is an open-source Java framework for building reliable, transaction-aware batch jobs in Spring applications....

Ploomber logo

Ploomber

Ploomber is an open-source framework for building, testing, and deploying data pipelines in Python, SQL, and...

Sematic logo

Sematic

Sematic is an open-source Python framework for building, running, and monitoring machine learning and AI pipelines....

Hamilton logo

Hamilton

Hamilton is an open-source Python framework for defining data and machine learning pipelines as functions whose...

Inferable.ai logo

Inferable.ai

Inferable is a developer platform for building AI agents and long-running workflows with tool calling, retries,...