The ability of AI models and tools to process substantial volumes of data, and rapidly identify patterns where human researchers might take months or be unable to, makes it a potentially transformational technology for medical research. Either through the development of new drugs, or the repurposing of existing ones, the technology could reduce the investment required to bring a drug to market; and bring personalised medicine closer to becoming a reality.