# Audit model code

> Audit model code - Audit model code to ensure compliance with regulations and best practices.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-05-06T18:17:10.021789+00:00` (UTC).

## Primary page

- [Audit model code](https://docs.datarobot.com/en/docs/workbench/compliance/audit-model-code.html): Full documentation for this topic (HTML).

## Related documentation

- [NextGen UI documentation](https://docs.datarobot.com/en/docs/workbench/index.html): Linked from this page.
- [Compliance](https://docs.datarobot.com/en/docs/workbench/compliance/index.html): Linked from this page.
- [Model compliance documentation](https://docs.datarobot.com/en/docs/workbench/compliance/generate-compliance-doc.html#generate-compliance-documentation): Linked from this page.
- [DataRobot model blueprints](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/model-blueprint.html#blueprint): Linked from this page.
- [are customizable](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/manage-experiments/experiment-cml.html): Linked from this page.
- [Eureqa Models](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/eureqa.html): Linked from this page.
- [exported as Python or Java code](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/downloads.html#download-rulefit-code): Linked from this page.
- [GAM and GA2M models](https://docs.datarobot.com/en/docs/reference/pred-ai-ref/ga2m.html#ga2m-output-from-rating-tables): Linked from this page.
- [rating tables](https://docs.datarobot.com/en/docs/workbench/nxt-workbench/experiments/experiment-insights/rating-tables.html): Linked from this page.
- [scoring code](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/scoring-code/sc-jar-integrations.html#scoring-code-jar-integrations): Linked from this page.
- [portable prediction server](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/pps/portable-pps.html#portable-prediction-server): Linked from this page.

## Documentation content

For the purpose of auditing and compliance, among other things, there are a variety of entry points for accessing model code. The major options are listed below:

- Model compliance documentation can be generated for every model created in DataRobot. Compliance documentation summarizes all of the components of the model and validates that it is conceptually sound and is designed specifically to support any required audit or Messaging Records Management (MRM) compliance processes.
- DataRobot model blueprints provide a graphical representation of each preprocessing step, modeling algorithm, and post-processing step that goes into building a model. Blueprints are customizable , allowing users to edit out-of-the-box blueprints using built-in tasks and/or custom Python or R code.
- Every step (node) within a DataRobot blueprint is documented in the model documentation, which can be accessed by clicking the task within the blueprint task .
- Full end-to-end code is available for some (although not all) DataRobot blueprints:
- DataRobot also provides the ability to export models as scoring code or as a portable prediction server , allowing execution of prediction jobs outside of the platform.