Description: The article presents a new approach to reagent-free liquid treatment systems based on resonance diagnostics and adaptive control technologies. The author discusses the integration of non-contact, sensor-based methods for monitoring the physicochemical parameters of liquids in real time, applicable in water purification, industrial processing, and environmental safety. The system described utilizes intelligent algorithms to detect impurities, adjust treatment protocols, and ensure high accuracy without chemical reagents.