This paper outlines the incorporation of operational radar data into an automated nowcasting system for consistent and reliable improvement in short-term forecasts of thunderstorm behavior. The technique is now being incorporated in the production of National Weather Service warnings and in research at NOAA, NASA, and the Federal Aviation Administration.