Assessing hurricane risk is vital for urban planning and for many different business sectors, but the historical record is in general too short to make reliable risk assessments from it alone. I will describe a new technique that combines a statistical method for generating very large numbers of synthetic hurricane tracks with a deterministic, coupled air-sea model for determining the evolution of the storm wind field along each such track.