Maddala Ramya Sri, Ketineni Lakshmi Prasuna 03 06 Smart Irrigation System Using AI Powered Sensors presents an intelligent water management solution designed to optimize irrigation practices in agriculture using artificial intelligence and sensorbased technology Traditional irrigation methods often lead to water wastage due to overirrigation or inefficient scheduling which negatively impacts crop growth and resource sustainability The proposed system integrates AIpowered sensors to continuously monitor soil moisture temperature humidity and environmental conditions in real time These sensor readings are processed using machine learning algorithms to predict the precise water requirements of crops and automatically control irrigation systems The framework enables smart decisionmaking by adjusting water supply based on soil conditions and weather forecasts ensuring optimal irrigation levels This approach helps in conserving water resources reducing manual intervention and improving crop yield efficiency Experimental analysis shows that AIbased irrigation systems significantly enhance water usage efficiency compared to conventional irrigation methods The proposed system contributes to sustainable agriculture by promoting precision farming techniques and intelligent resource management Copyright (c) Journal of Science Engineering Technology and Management Science. All rights reserved 2026