Predictive Telemetry Triggers
Stream empirical sensor telemetry (including NASA IMS bearing test rig) and evaluate ISO 10816 Zone C failure thresholds that trigger autonomous PayPal Two-Phase settlements.
Graph retrieval supplies maintenance context for an investigation. The procurement demonstration uses seeded inputs and server-side spending rules; diagnostic text cannot authorize or capture PayPal funds.
GraphSAGE is lazy-loaded and disabled by default (ENABLE_GRAPH_RISK_MODEL=false) to protect deployment memory budgets on free-tier infrastructure. The procurement policy gate is independent of this optional model. Demo thresholds are illustrative, not an ISO certification.
Shake your phone or tap the desk. Browser DeviceMotionEvent streams live 3-axis MEMS inertia into the anomaly detection engine.
m/s²). Industrial ISO 10816 standards benchmark vibration velocity (mm/s RMS). Our real-time pipeline translates live physical MEMS motion into a calibrated anomaly index to demonstrate authentic physical IoT trigger interaction without masking hardware boundaries.Move a live reading toward a known failure signature.
Select the asset whose known failure signatures should be compared.