Kubeflow is an open-source MLOps (Machine Learning Operations) platform built on top of Kubernetes. It simplifies and automates various stages of the machine learning lifecycle, from data preparation and model training to deployment and monitoring. Think of it as a toolkit that helps you build and manage your ML workflows efficiently and portably across different platforms.