MG Motor India
ME

Anomaly Detection

Detected deviations in cockpit behaviour, not raw alerts.

Navigation API Timeout Spike

Latency / timeout · Route API

Evidence
  • p95 route latency 1,284 ms → 1,721 ms
  • Timeout frequency ↑4.7× baseline
  • Retry behaviour present in 22% of journeys
  • Concentrated in UK, Maharashtra, Karnataka
Inspect system eventsRelease v4.8.2 impactCorrelation evidence

Downstream chain

System signal → user impact

  1. 01Release v4.8.2 deployed to fleet
  2. 02Route API behaviour deviates (↑ 4.7×)
  3. 038,240 vehicles affected
  4. 0412,418 journeys disrupted
  5. 05Experience friction recorded and ranked
  6. 06Engineering issue opened
Open engineering action