Systems, methods, and non-transitory computer readable media are disclosed for error detection and correction on a mobile device. The error detection and correction is performed using the GUI screens of the mobile device to detect whether the mobile device is in an error state. This is done through segmenting any given GUI screen to determine what the screen indicates, and whether the GUI screen maps to an expected screen. This can be done without the use of operating system level information or error logs. If errors are detected scripts can be run to correct the errors.