Hydropower consumption in the dairy industry is a critical task. Estimation of hydropower consumption in the dairy industry, use of solar energy, greenhouse gas emissions and their impact on financial improvement are presented in this paper. The hybrid approach to energy conservation is developed using solar and hydro connectivity and monitoring through the Internet of Things and Artificial Intelligence. Daily monitoring data is used to study the performance of the hybrid energy technique, and the annual performance with the impact of the design value for direct normal irradiance is evaluated. In the proposed method, the connection between solar plant and hydro plant is first established. Using the IOT module, power and milk yield are monitored in real time. Based on electricity and productivity, threshold technology is used to switch between hydropower and solar energy. Monitoring and simulation results show that the proposed method is robust in reducing power and has high productivity.