Artificial intelligence can be used to reduce and maximize the energy that businesses use in daily operations. Aspinity has developed neuromorphic all-analog signal-processing circuits designed to extract relevant data from the physical world. The company’s circuits leverage new developments in artificial intelligence and machine learning to focus on early cues before turning on higher power processing and data analysis, ultimately reducing consumed power by an order of magnitude over existing systems, thereby enabling businesses to reduce the system power requirements for always-on sensing applications.