GPU-enhanced heterogeneous computing has the ability to introduce critical, high-load applications such as AI to many arenas. Data centres, mobile troop encampments and autonomous vehicles all benefit from accelerated embedded computing, resulting in more rapid time to- decision. By pairing NVIDIA GPU processors with proven computing hardware designs and middleware from ADLINK, engineers have the ability to craft military solutions that deliver reliable, actionable analysis and results. This session will dive into the various trends and resulting applications impacting AI and deep learning in defence.