The landscape of artificial intelligence has evolved rapidly, with a notable trend towards distribution. This phenomenon is driven by the emergence of edge AI solutions, which bring processing power closer to the data. By running AI algorithms on local devices, rather than relying on remote servers, edge AI empowers a new generation of applications