Various embodiments of the present disclosure provide an automated platform handling facility that leverages a robotic transportation device that is mobile and unmanned to individually transport, inspect, and repair a platform. The robotic transportation device may place a platform on its edge and move the platform from station to station based on individual inspections at each station. Each inspection may specify another station within the automated platform handling facility based on the current state of the platform. In this way, a platform may be moved between stations in a non-sequential, modular, and adaptive manner.