What Is Edge AI?
Edge AI processes data and runs AI models directly on local devices — smartphones, IoT sensors, cameras, or on-premise servers — rather than sending data to cloud servers for processing. This reduces latency, protects data privacy, lowers bandwidth costs, and enables AI in environments without reliable internet.
When Should Businesses Consider Edge AI?
Edge AI is ideal for real-time applications (manufacturing quality inspection, autonomous vehicles), privacy-sensitive data (healthcare, finance), remote locations, and scenarios where cloud latency is unacceptable. Most business AI still runs in the cloud, but edge deployment is growing rapidly for specific use cases.