StarPower, a pseudonym for Astronomer, exemplifies how a data-driven company optimally coordinates its data operations using Airflow as a central but unobtrusive orchestration tool. This setup allows teams across the organization to independently develop and deploy data pipelines with minimal training, leveraging a shared ecosystem for efficient data processing and analysis. By employing a control plane, StarPower ensures visibility and governance over its data operations, facilitating collaboration and innovation. The orchestration platform not only supports the rapid development of new data flows but also integrates tools like OpenLineage for data lineage, enhancing troubleshooting and documentation. This infrastructure reduces administrative overhead and fosters a collaborative environment, empowering non-experts to contribute effectively to data projects while maintaining high standards of quality and documentation. With these capabilities, the orchestration platform transforms Airflow from a mere job scheduler into a comprehensive system that supports the entire data lifecycle, driving critical business decisions through a well-managed network of data.