Best Open Source Alternatives to Control-M

Apache Airflow orchestrates complex data pipelines on your own infrastructure, replacing managed services like Astronomer Cloud without subscription costs.

vs Control-M: a free, open-source option you fully control, licensed Apache-2.0.

Kestra replaces cloud orchestration like Prefect Cloud with a self-hosted, visual platform running declarative YAML workflows inside your private network.

vs Control-M: a free, open-source option you fully control, licensed Apache-2.0.

Prefect is an open-source workflow orchestrator that replaces rigid DAG frameworks with Python-native code, automated retries, and local observability.

vs Control-M: a free, open-source option you fully control, licensed Apache-2.0.

Dagster is an open-source data orchestrator replacing brittle task DAGs with software-defined assets, local unit testing, and deep dbt integrations.

vs Control-M: a free, open-source option you fully control, licensed Apache-2.0.

Self-hosted runbook automation that turns infrastructure scripts into self-service web forms for non-technical teams without per-node fees.

vs Control-M: a free, open-source option you fully control, licensed Apache-2.0.