.Nature Medication, Published online: 18 September 2024 doi:10.1038/ s41591-024-03257-3Studies in China show how sizable language versions can strengthen primary healthcare systems, yet equitably scaling this technology will require focus to non-urban, low-resource setups and also the partner policies that sustain its execution.