A two-year Knowledge Transfer Partnership (KTP) between Aston University and Aurrigo has been completed, resulting in the development of a machine vision solution to increase the capability of Aurrigo’s autonomous vehicles. The solution uses computer vision systems, machine learning and artificial intelligence to help the vehicles differentiate between objects of interest. This technology has been applied to Aurrigo’s airport Auto-Dolly, enabling it to understand what different airside objects are, thereby enhancing operational performance.