The ability to learn-by-doing in an environment that is psychologically safe supports rapid innovation that can lead to improvement. This article advocates for the design and adoption of new approaches to enhance patient safety that build on what was learned during the COVID-19 pandemic that improved performance to provide care during challenging times.