Edge AI Deployment: How AI Models Work Closer to Where Data Is Created

AI applications often depend on cloud infrastructure for model inference. A camera, sensor, or user device sends data to a remote server; the AI model processes it, and the result is sent back. While this approach provides access to powerful computing resources, network delays and connectivity requirements can become limitations.

Edge AI offers another deployment