The BRAIN Initiative Cell Atlas Network integrates molecular profiles, spatial maps, and anatomical frameworks into a curated cell-type taxonomy of the human, macaque, and marmoset basal ganglia. This multimodal atlas offers a blueprint for comparing brain cell types across species and for scaling to the whole brain.