Earlier this year, the US National Institutes of Health (NIH) acknowledged the impact of structural racism on biomedical science and committed to doing more to dismantle it. Now, in a commentary appearing June 10 in the journal Cell, NIH Director Francis Collins and colleagues describe the NIH’s UNITE initiative and how it differs from the agency’s previous diversity, equity, and inclusion efforts.