Industry Background Modern global agriculture faces intense systemic operational bottlenecks, including critical rural labor shortages, strict water resource constraints, and fluctuating climate cycles. To secure maximum crop yield stability and reduce environmental runoff, agri-tech integrators require absolute control over chemical distribution. Traditional manual dosing introduces high variable errors, making real-time closed-loop sensing essential for precision