Develop with a friendly API

Develop production-ready data and ML/AI systems with human-friendly, open-source Metaflow, battle-hardened at thousands of leading organizations.

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Tooling that data, AI and ML developers love

If you know how to write Python in Jupyter notebooks, you know how to write flows using open-source Metaflow.

No need to learn complex abstractions, new paradigms, spend time with infrastructure, or navigate between six separate tools.

Take projects from prototype to production with one API

All the tools you need to develop, debug, and test locally, compute at scale, and deploy production-grade workflows and experiments behind one cohesive API.

Outerbounds takes care of the foundational needs of every data-intensive project, while allowing you to use your favorite libraries and tools for your models and business logic.

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Join leading ML organizations

Metaflow was created at Netflix to handle their large-scale ML and AI needs. Since its open-sourcing in 2019, it has been adopted by thousands of leading organizations.

Today, Metaflow powers tens of thousands of classic ML use cases, data pipelines, computer vision applications, and modern generative AI systems.

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Friendly API