The landscape of artificial intelligence (AI) is rapidly evolving, with a surge in adoption for edge computing solutions. This paradigm shift enables real-time analysis by executing AI models directly on systems at the network's perimeter. Harnessing the power of edge computing provides a myriad of benefits, including faster response times, co