Mage develops an open-source data pipeline tool for transforming and integrating data. It integrates and synchronizes data from third-party sources. It enables users to build real-time and batch pipelines to transform data using Python, SQL, and R. Users can run, monitor, and orchestrate thousands of pipelines without losing sleep.