UK Vehicle Safety
Intelligence Platform
Check MOT history, safety recalls, and AI-powered risk scores for any UK-registered vehicle. Built on a Bronze→Silver→Gold data engineering pipeline.
Enter any UK number plate to view full MOT history & safety analysis
Comprehensive Vehicle Intelligence
Every UK vehicle check is processed through our three-layer data pipeline
MOT History Analysis
Complete test history with pass/fail records, mileage readings, and every defect ever recorded by DVSA testing stations.
Safety Score Engine
AI-powered composite safety rating (0-100) calculated from MOT reliability, defect severity, mileage consistency, and recall risk.
Recall Monitoring
Cross-reference manufacturer safety recalls from DVSA's recall database to identify outstanding safety issues.
Mileage Fraud Detection
Odometer timeline analysis with anomaly detection flags suspicious mileage rollbacks or impossibly high daily averages.
Defect Classification
Every MOT defect is categorized into 14 component groups with severity mapping: Dangerous, Major, Minor, Advisory.
Make/Model Benchmarks
Compare any vehicle against its make/model averages for pass rates, common defects, and overall reliability rankings.
Data Engineering Pipeline
Medallion architecture ensuring data quality at every stage
Bronze Layer
Raw, unmodified DVSA data
- 📥 Raw MOT test records
- 📥 Raw recall status data
- 📥 Vehicle metadata
- 📋 API audit trail
Silver Layer
Cleaned & enriched data
- 🔄 Make/model normalization
- 🏷️ Defect classification
- 📏 Mileage timeline
- 🔍 Anomaly detection
Gold Layer
Business intelligence
- ⭐ Safety score (0-100)
- 📊 Risk aggregations
- 📈 Trend analytics
- 🏆 Model rankings