Intelligent crop protection operating system connecting plant health, agronomy and operations into an AI decision layer for autonomous drones and smart machinery, hardware-agnostic. Delivers pixel-level, site-specific spray recommendations that learn from seasonal and crop data to reduce agrochemical use by up to 82.5% for large farms.