How It Works

  • SocketRun runs AI models locally with no dependency on cloud connectivity—ensuring continuous execution even in permanently offline environments.

  • AI maintains performance under failure conditions automatically.

  • Supports resilient deployment and recovery workflows across distributed edge environments.

 
 

Edge Agent (runs on every device)

  • Runs AI models locally

  • Tracks model version and system health

  • Detects failures and restarts automatically

  • Stores logs and results locally when offline


Local Execution (always-on inference)

  • AI models run on-device (Jetson, x86, ARM)

  • No dependency on continuous cloud connectivity

  • System continues operating even when disconnected

  • Sync Layer (when network is available)

  • Queues updates and logs during offline periods

  • Syncs automatically when connectivity returns

  • Ensures all devices converge to consistent state


Control Layer (fleet visibility)

  • Shows device health and model versions

  • Tracks failures and deployment status

  • Enables controlled rollout and rollback of AI models

  • as a result AI systems keep running, recover from failure, and stay consistent across the entire fleet.