Instrumented infrastructure
Remote sensors on gates, turbines, and canals feed SCADA historians operators can query from mobile NOCs.
Forecasting demand
ML blends weather, crop cycles, and urban consumption to stress-test allocation policies before heatwaves hit.
Public trust
Open dashboards explaining reservoir math reduce rumor cycles during dry seasons.
