Edge AI refers to the deployment of artificial intelligence algorithms at the edge of the network, enabling real-time data processing and analysis. This approach minimizes latency, reduces bandwidth usage, and enhances the ability to make immediate decisions in various applications such as IoT devices and smart sensors.