Charger Intelligence
AI-powered predictive maintenance, analytics, and vehicle battery profiling that anticipate failures before they cause downtime.
01
Predictive Maintenance
Machine learning models analyze charger telemetry data to predict component failures days or weeks in advance, enabling proactive servicing.
- Anomaly detection on voltage, current, and temperature patterns
- Remaining useful life estimation for critical components
- Automated maintenance ticket generation and scheduling
- Continuous model improvement with fleet-wide learning
02
Vehicle Battery Profile as a Service
Builds charging profiles for individual vehicles over time, correlating charging behaviour with battery health indicators to offer battery-as-a-service insights.
- Per-vehicle charging curve analysis and battery health scoring
- Degradation trend detection from charge session data
- Fleet-level battery health benchmarking and reporting
- API-ready data for OEMs, fleet operators, and insurance providers
Want to know more?
Talk to our engineers about how this technology fits your deployment.