Prefect Core

Prefect is a workflow orchestration platform designed to help organizations build, deploy, schedule, monitor, and automate reliable workflows for data, machine learning, and AI applications. Its Python-based framework allows teams to transform existing Python functions into durable and observable workflows without requiring a proprietary workflow language. Prefect provides features such as automated retries, scheduling, workflow monitoring, logging, state tracking, failure recovery, and scalable execution.

The platform supports data engineering, machine learning, AI agents, and other background workflows, enabling teams to run processes across managed infrastructure, Kubernetes, ECS, VPCs, and serverless environments. Prefect offers both an open-source framework and Prefect Cloud, providing organizations with workflow orchestration, observability, automation, and enterprise capabilities.