The realm of artificial intelligence is undergoing a profound transformation, fueled by the rise of edge AI solutions. These innovative methods are shifting the paradigm by moving AI processing power to the fringe of the network, closer to the point of data generation. This {strategic{ shift offers a multitude of perks, including reduced latency, i