The terrain of Artificial Intelligence continues to evolving, with a significant focus on edge computing. This paradigm brings computation and data processing closer to the source of data generation, enabling real-time processing. Edge AI tackles challenges associated with latency, bandwidth constraints, and data protection. By implementing AI mode