Antibodies against SARS-CoV-2 S protein can provide a treatment strategy for COVID-19. Here, Guo et al. provide the crystal structure of a SARS-CoV2 neutralizing antibody isolated from a convalescent patient and highlight the therapeutic efficacy in a rhesus monkey model of an engineered version with optimized pharmacokinetic and safety profile.