Edge devices, such as autonomous drones or IoT gateways, benefit from the non‑volatile MRAM tier and the energy‑frugal optical compute core. A can perform on‑board vision processing while drawing less than 1 W from a small battery pack, extending mission duration without sacrificing responsiveness.