Edge AI refers to the deployment of artificial intelligence algorithms at the edge of a network, closer to where data is generated. This technology enables real-time processing, reduced latency, and minimized bandwidth usage by performing computations locally rather than relying solely on cloud resources. Edge AI is essential for applications requiring immediate data analysis, such as autonomous vehicles and smart devices.