A lot of water is needed for farming, which leads to the problem of water being wasted. To meet the growing need for both quantity and quality, we need to look into new technologies. This study looks at how possible it is to use automated drip irrigation to save water and make farming and production better. Qualitative research methods, like in-depth interviews and observations with local farmers, municipal agriculturists, and agricultural engineers, were used to gather important data for validation. Using the three levels of IoT architecture, data from the natural environment was collected and analyzed. This data was used to control how the actuators worked. All aspects of the irrigation process, from model to application to water distribution, are governed by the proposed smart irrigation system, resulting in high crop yields, water savings, and reduced energy use in agriculture. The framework that has been established makes it simple to develop low-cost, straightforward IoT-driven crop farming.