# 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.

![](https://2047464521-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MBEa1hoX6SqpDj-ymNs%2Fuploads%2Fq1QZBSR6hSH48vuXDSvI%2F14.png?alt=media\&token=273289a4-d603-4a45-80f3-770fce91989c)