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MLflow (Databricks)

mlflow.org

Open-source platform for ML lifecycle management — tracking, packaging, deployment, and model registry

Categories MLflow (Databricks) serves

The B4 Index places MLflow (Databricks) in one category. Each category page lays out the build-versus-buy considerations for that decision.

MLOps / LLMOps Platform Primary Open-source (Apache 2.0). Managed via Databricks.
The B4 Index scores every software category on two axes, strategic differentiation and AI feasibility, to classify it Build, Buy, Bridge, or Beware. Vendor facts here are independent of that call. See the full methodology.