For years, Edge AI was forced into a corner: you either used underpowered integrated chips or massive, power-hungry GPUs that wouldn't fit in a ruggedized industrial-grade enclosure. Today, Edge architecture is shifting. The rise of M.2 AI Processing Units (AIPUs)—like the Hailo-10, Axelera Metis, and Ambrize—has introduced the era of Modular Compute. But these modules are only as good as the interface they plug into. To build a true "Swiss Army Knife" for your Edge environme