Regional Fault Density Heatmap
Heat intensity correlates with fault density × sample volume. Click a region for breakdown.
The world's first live vehicle diagnostic intelligence index. Sensor correlation analysis, predictive maintenance signals, and fault density patterns across 40,000+ connected vehicles. Privacy-first. Aggregated. Updated in real-time.
Heat intensity correlates with fault density × sample volume. Click a region for breakdown.
Live sensor readings deviating from baseline — early warning signals before fault codes trigger.
Component failure probabilities based on aggregated sensor patterns over the next 30 days.
We aggregate anonymized diagnostic signals from consenting users to build a predictive vehicle health model. No VIN, no license plate, no precise GPS — just patterns that help everyone maintain their vehicles better.
DTCs, sensor snapshots, app version, coarse region (ISO-3166-2). No VIN, no license plate, no precise GPS coordinates. All data is hashed and aggregated.
Minimum threshold of 50 vehicles per region cell. Small-population regions are smoothed or suppressed entirely to prevent re-identification.
Every new vehicle that connects increases prediction accuracy. Our AI models improve continuously — this flywheel effect is our core competitive moat.