The realm of artificial intelligence (AI) is undergoing a significant transformation with the emergence of Edge AI. This innovative approach brings computationalpower and analytics capabilities closer to the source of information, revolutionizing how we engage with the world around us. By integrating AI algorithms on edge devices, such as smartphon