Prefect
Open-source workflow orchestration tool for end-to-end ML pipelines, featuring Prefect Orion UI for local hosting and Prefect Cloud for visualization, collaboration, and management. Suitable for small teams with low setup complexity.
Visit Prefect →workflow orchestration ml collaboration automation
Want to know if Prefect fits your workflow?
Audit My AI ToolkitSimilar Tools in MLOps
Managed ML-native orchestration on AWS with per-step isolation, GPU support, and minimal ops overhead. Recommended fo...
Managed Kubeflow-based orchestration for end-to-end ML/AI workflows on Google Cloud, with metadata tracking, monitori...
Python-based DAG orchestration for data and ML pipelines at scale, with task scheduling, retries, monitoring, and ext...
ML-native pipeline orchestration on Kubernetes with container isolation, GPU scheduling, artifact tracking, and compl...