Static VRI maps are obsolete the moment field conditions change. This workflow automates the creation, validation, and dispatch of dynamic irrigation prescriptions. It ingests real-time soil moisture, canopy vigor from drones, hyper-local ET forecasts, and pivot telemetry. An orchestrator agent fuses this data, runs agronomic models, and generates a new prescription map. The operational upside is a 15-30% reduction in pumping costs and improved yield uniformity by applying water precisely where and when the crop needs it, not based on a stale annual plan.




