Graduate programs in the sciences offer minimal support for writing, yet there is an increasing need for scientists to engage with the public and policy makers. To address this need, the authors describe an innovative, cross-disciplinary, National Science Foundation (NSF)–funded training program in rhetoric and writing for science, technology, engineering, and math (STEM) graduate students and faculty at the University of Rhode Island. The program offers a theory-driven, flexible, scalable model that could be adopted in a variety of institutional contexts.