The promise, potential and need for AI in realising maximum value from increasing data volumes is obvious. Why is it then that projects leveraging the technology fail to get off the ground time and again? Today we explore the opportunity and changes needed to accelerate the benefits of AI technology in the context of the most challenging use cases in the maritime domain.