Edge AI combines artificial intelligence with edge computing to bring smart services directly to users. This technology optimizes deep learning algorithms for devices like smartphones and IoT, reducing the need for cloud processing and improving speed. By compressing and optimizing algorithms, Edge AI overcomes resource limitations at the edge. This approach enables real-time decision-making in areas like healthcare, robotics, and agriculture, while ensuring user privacy and data security.