Smart village initiatives harness advanced technologies like data analytics, AI/ML, and cloud computing to enhance rural infrastructure, optimize resource usage, and improve citizen services. These initiatives establish an intelligent, multi-service IoT network tailored for rural communities. This review provides an in-depth analysis of the platform’s components, technologies, and applications, offering insights into the future development of smart villages.