Dashboard
Edge AI Dashboard
A centralized dashboard for deploying, monitoring, and updating ML models across edge devices. Tracks inference latency, model drift, and device health in real-time.
FPS
Inference Latency
Average across 47 devices
UP
Device Health
44 of 47 edge nodes online
OTA
Model Updates
Over-the-air deployment pipeline
v2.4.1 stablev2.5.0-rc1v2.5.0-rc2
DRIFT
Model Drift Detection
KS-test against baseline distribution
Threshold: 0.10 — No retraining required
Fleet managers monitoring edge ML deployments with sub-second latency visibility and automated model versioning.