# Overview

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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-legacy-files/o/assets%2F-MBEa1hoX6SqpDj-ymNs%2F-MlOc_P41Bc9hWR2CeJ9%2F-MlOcvl0Nf6DJvEYhKTs%2Fimage.png?alt=media\&token=54989807-a75e-4a1c-ad6c-a6490bd20dba)