Connected, Low-power, Intelligent Devices at the Edge

HaiLa’s article describes how edge AI is transforming connected devices by moving data processing from the cloud to the device itself. It highlights the partnership between HaiLa and BrainChip, combining ultra-low-power Wi-Fi radios with neuromorphic processors to enable intelligent sensors that operate efficiently and privately. Their demo at Sensors Converge 2025 showcased object recognition using minimal power, showing how this approach could improve healthcare, retail, and industrial applications. The piece concludes that low-power connectivity and on-device AI are the future of smarter, more sustainable edge systems.