In today's hyper-connected world, where data generation explodes exponentially and real-time insights are paramount, edge computing Artificial intelligence at the edge emerges as a transformative strategy. By processing intelligence closer to its source, edge AI empowers devices with the capability to make autonomous decisions at the network's edge