MLflow is an open-source platform for managing the machine learning and generative AI lifecycle, including experiment tracking, model evaluation, model registry, and deployment. It also provides observability, evaluation, prompt management, and an AI Gateway for LLM applications and agents. It is used by data scientists, ML engineers, and AI developers, and is governed by the Linux Foundation under an Apache 2.0 license.