Simulation training is used by hospitals to improve patient care. This article describes the use of a preparedness assessment and training intervention featuring in situ simulations followed by debriefing to prepare staff for challenges arising due to the COVID-19 pandemic. Observations and debriefings identified several latent safety threats related to infection control, leadership, and communication.