> For the complete documentation index, see [llms.txt](https://docs.aporia.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.aporia.com/v1/integrations/bodywork.md).

# Bodywork

![Bodywork](https://github.com/aporia-ai/docs2/blob/main/images/bodywork.png#center)

[Bodywork](https://bodywork.readthedocs.io/en/latest/) deploys machine learning projects developed in Python to Kubernetes. \
It helps you:

* serve models as microservices
* execute batch jobs
* run reproducible pipelines

On demand, or on schedule, Bodywork automates repetitive DevOps tasks and frees machine learning engineers to focus on what they do best - solve data problems with machine learning.

### Aporia & Bodywork Integration

This integration enables you to easily monitor models deployed with Bodywork for issues such as model drift, performance degradation, and more.

Check out [the example project](https://github.com/bodywork-ml/bodywork-pipeline-with-aporia-monitoring) on GitHub to learn more.

![Bodywork](https://github.com/aporia-ai/docs2/blob/main/images/bodywork-aporia.png#center)