The realm of artificial intelligence is Artificial intelligence at the edge undergoing a significant transformation, fueled by the rise of edge AI solutions. These innovative techniques are shifting the paradigm by pushing AI processing power to the periphery of the network, closer to the point of data generation. This {strategic{ shift offers a mu