Prefect
Workflow & automationA Python-native orchestration tool for building, running, and observing data and AI workflows.
Prefect orchestrates Python workflows with a lighter touch than older schedulers: decorate functions as tasks and flows, and Prefect adds retries, scheduling, observability, and a UI without forcing a rigid structure.
It is a common modern choice for the data pipelines that prepare and refresh what an AI system retrieves.
Where it's ideally used
A good fit for Python data teams who want orchestration that feels like ordinary code rather than a separate framework.
Where it doesn't fit
Python-centric and batch-oriented — not the tool for no-code users or low-latency agent workflows.