Prefect AI

Prefect is a workflow orchestration platform designed to manage data pipelines and machine learning workflows. It handles the scheduling, monitoring, and execution of complex data tasks, allowing teams to build reliable pipelines without extensive infrastructure setup. The platform includes AI-assisted scheduling capabilities that can optimise when and how workflows run based on your data patterns. Prefect works well for organisations that need to coordinate multiple data jobs, track pipeline performance, and recover from failures automatically. The open-source nature means you can start without licensing costs and self-host if needed, though Prefect also offers a managed cloud service for teams wanting less operational overhead.