Flows in the Colorado River have dropped 20 percent since 2000. Researchers are deploying machine learning tools to model water distribution for 40 million people as Lake Powell nears critical hydropower thresholds. These tools provide data-driven alternatives to the collapsed negotiations between seven U.S. states. Practitioners can now simulate complex hydrological trade-offs.