Key Features From Axion Ray
AI-native anomaly detection tuned for product quality signals—not generic outliers
End-to-end issue triage: from signal detection → causal hypothesis → countermeasure validation
Cross-system correlation engine that links DTCs, warranty codes, sensor drift, and technician notes
Zero-touch data ingestion—supports CAN bus, OTA logs, CRM, ERP, and unstructured service reports
Collaborative workflow layer with role-based dashboards, shared annotations, and audit-trail documentation
Axion Ray's Use Cases
Spotting intermittent ABS actuator degradation masked by intermittent fault codes
Identifying recurring thermal runaway patterns in battery modules post-software update
Detecting early-stage HVAC compressor wear via subtle current waveform deviations
Flagging statistically significant failure clusters tied to specific manufacturing batches or calibration settings