Edge AI

Edge AI can reduce latency, bandwidth usage, and dependence on network connectivity by performing inference close to sensors, cameras, machines, or user devices. It is useful for real-time monitoring, industrial systems, mobile experiences, and privacy-sensitive applications. In practice, it often connects technical model behavior with governance, human oversight, data quality, and the business process the AI supports.