> For the complete documentation index, see [llms.txt](https://docs.opsmx.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.opsmx.com/isd-spinnaker/opsmx-intelligent-software-delivery-isd-platform-spinnaker/release-notes/additional-resources/previous-releases/isd-3.12/data-and-intelligence-module-autopilot/audit-and-traceability/overview-1.md).

# Overview

Autopilot gathers data from various CI/CD tools, APM, and log analysers and applies supervised and unsupervised machine learning to find out software risks.

![](/files/MculiOomsCigF8pbR69t)