Water is a fundamental resource essential for human survival. Also, the food that we eat can also grow by just water. Water plays an important part of our daily life. Water contaminants such as fluoride, chromium, arsenic, iron, and selenium are commonly found in groundwater. Additionally, different waterborne pathogens can infiltrate human systems through sources like septic tanks, untreated sewage, research laboratories, hospitals, and other modes. Notably, around 70% of India’s surface water is deemed unfit for drinking purposes. This research aims to statistically analyze the factors contributing to waterborne diseases such as Cholera, Typhoid Fever, Diarrhea, Hepatitis A, and Hepatitis E. IoT (Internet of Things) sensor-based architecture, this study seeks to develop a fast risk assessment framework to address waterborne disease outbreaks effectively.