Autonomous Mobile Robots (AMR) are the next evolutionary step for Automated Guided Vehicles (AGV) and are able to move independently from a central infrastructure. Reply and Microsoft have developed a use case for vehicle damage inspection, fully automating the process using Artificial Intelligence (AI), Cloud Computing and state-of-the-art Autonomous Mobile Robot (AMR) technology.