DriveX is an Estonian technology company that develops software for detecting the external condition of vehicles based on AI. The RUP project is being used to develop models that would allow the removal of the human factor from the vehicle damage detection process. Instead of a desk-bound employee, a trained algorithm would evaluate the damages. The goal of the RUP project is to reach the TRL5 level with the damage detection algorithm, where the model’s operation is validated in a relevant environment.