This workflow automates the most critical operational decisions for high-value perennial crops: when and how much to water, and when to prune or thin. It eliminates the guesswork and manual inspection that leads to water stress, inconsistent fruit quality, and suboptimal yields. The business case is direct: a 25-40% reduction in irrigation water and fertilizer, a 15-30% decrease in manual canopy scouting labor, and measurable improvements in Brix levels and pack-out rates by maintaining ideal vine or tree balance through automated, data-driven interventions.




