Flows into the Colorado River have fallen 20 percent since 2000, threatening Lake Powell’s hydropower threshold. State talks over water sharing have collapsed twice, prompting federal intervention. Researchers now deploy machine‑learning tools to predict water availability and optimize allocations. These models give planners concrete data, enabling faster, evidence‑based decisions for resource managers.