The growing need for sustainable and efficient farming has prompted the development of novel agricultural technologies. These advancements increase agricultural yields with more accuracy and reduce the need for significant physical labor, addressing the global dilemma of producing more food. Several investigations on this topic have been undertaken utilizing various systems using a variety of technologies. Our design strategy is to reduce water waste and provide a water management system tailored to the needs of the farms. The suggested study seeks to create a computer numerical control (CNC)-based agricultural system that enables crop growth in limited places. To produce the crop with the highest throughput possible, the system keeps track of the moisture content of soil and turns on the water management system. The irrigation system, soil moisture testing, and machine frame are all used by the system. The suggested method uses 25% less water than the current one.