Low-power AIoT SoCs: ultra-portable IoT controllers with on-device AI inference, RF connectivity, analog/digital sensor interfaces, and a full firmware stack for rapid AI/ML app development. Targets governments and businesses across healthcare (portable in-field patient monitoring), smart homes/offices, industrial IoT and automotive to enable edge AI solutions.