Introduction: Automated wall cleaning robots reduce fall risks by replacing manual rope or scaffold cleaning, operating up to eight hours per battery cycle with remote control for safer maintenance. A maintenance supervisor overseeing the daily upkeep of a bustling commercial complex watches as a small, intelligent machine glides silently across t