Bodywork is an ML workflow orchestration and deployment tool for Kubernetes. It enables teams to compose and run ML pipelines that combine batch jobs for training and feature preparation with long-running inference services exposed via HTTP. It functions as a lightweight alternative to Kubeflow for teams wanting managed ML pipeline infrastructure without building custom orchestration solutions.