The Mainblades WebPortal and iOS Flight app are two software interfaces used by the world’s leading airlines and MROs to plan and execute automated aircraft drone inspections, evaluate inspection data, and generate compliant inspection reports. They provide aircraft mechanics and decision makers with structured and consistent insights into the condition of the airframe so that after every automated drone inspection appropriate follow-up action can be determined instantly. Machine Learning supports users in this process by identifying damages, classifying them and determining their exact size and location on the aircraft.