The paradigm of artificial intelligence has evolved as we embrace Edge AI. This revolutionary approach extends smart processing capabilities to the very boundary of networks, closer to data sources. By processing AI algorithms on edge devices like smartphones, sensors, and embedded systems, Edge AI unlocks a new era of instantaneous insights and in