As the volume of data generated by interconnected devices explodes, traditional cloud-based AI processing is facing new challenges. Edge AI offers a compelling solution by bringing intelligence directly to the network's edge, where data is produced. This decentralized approach offers several benefits, including reduced latency, lower communication