Over the next three years, we will develop a versatile AI foundation model that integrates health records, medical images, and genomic data from the UK Biobank. Our goal is to set a new standard in predicting disease risk, forecasting outcomes, and uncovering biological drivers of both common conditions (like cancer) and rare disorders.