Nature Water, Published online: 28 August 2026; doi:10.1038/s44221-026-00706-w Earth observation and artificial intelligence provide unprecedented opportunities to monitor water systems. However, unequal access to data and underrepresentation of diverse perspectives risk reinforcing existing disparities.