Artificial Intelligence (AI) has become an indispensable tool in the processing and analysis of complex biomedical data, such as those produced by diagnostic devices. This session explores the role of AI along the product life-cycle of diagnostic devices, covering research, development, and on-market deployment, outlining along the way some of the challenges and practical implications of adopting such technology in a highly regulated environment.