In today's data-driven world, computational power is paramount. {Traditionally, this processing has been centralized in large data centers, but a paradigm shift is underway: edge computing.Edge AI emerges as by bringing algorithms directly to the edge of the network. This means making decisions closer to where it's generated, offering tangible adva