Apache Airflow

Open-source platform to programmatically author, schedule, and monitor workflows using Python DAGs. Differentiates with a modular architecture, rich web UI, and extensive plug-and-play operator ecosystem for cloud providers. Best suited for orchestrating complex data pipelines, ETL jobs, and ML workflow automation.