> For AI agents: the complete documentation index is available at /llms.txt, the full documentation bundle is available at /llms-full.txt.

# MLflow

> **Themelio compatibility reference.** This page describes the retained Themelio implementation or its historical design. Check the [parallel-operation guide](/compatibility/index.md) before applying it to the current platform.

MLflow is an open-source platform integrated into Themelio for managing the ML lifecycle. It provides experiment tracking (logging parameters, metrics, and artifacts), a model registry for versioning and staging models, and artifact promotion from training runs directly to the catalogue. MLflow instances are provisioned per project or as secure multi-tenant deployments.

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