Under a blazing sun in the Maipo River basin, a simple soil probe and a data platform are quietly changing how Chilean orchards use water — and showing a clear, repeatable path for managing scarce river basins with machine intelligence, satellite imagery, and boots-on-the-ground agronomy. The...