Flows in the Colorado River have dropped 20% since 2000. Researchers are deploying machine learning tools to manage dwindling reservoirs and resolve disputes between seven U.S. states. These models provide precise hydrological data to replace collapsed negotiations. Practitioners can now use these tools to predict hydropower failure at Lake Powell.