While the techniques and strategies for contact tracing are not new, COVID-19's unprecedented scale and speed require we implement time-tested contact tracing strategies in new ways, using new tools and technologies. This will require substantial investments in time, resources, and budget, as well as continued collaboration across federal, state, local, tribal, and territorial health departments.