AI Technology
Asset Risk Scoring
A comprehensive, continuously-updated risk score for every asset in your portfolio — combining theft probability, environmental exposure, maintenance risk, and compliance status into one actionable metric.
How it works
Asset Risk Scoring aggregates multiple risk dimensions into a single composite score, giving fleet managers an instant health-check for the entire portfolio.
Step 1
Multi-Dimension Risk Assessment
Risk dimensions assessed: theft probability (from Theft Prediction Engine), maintenance risk (from Predictive Maintenance), driver behaviour risk, compliance status, and connectivity health.
Step 2
Weighted Composite Scoring
Dimensions are weighted based on asset type and context. A CIT vehicle weights theft probability higher; a school bus weights driver behaviour and maintenance higher.
Step 3
Portfolio Heatmap
A portfolio-level risk heatmap shows at a glance which assets need immediate attention — sortable by risk dimension, location, or responsible manager.
Data inputs
- Theft Prediction Engine scores
- Maintenance status and OBD data
- Driver safety scores
- Insurance and compliance documentation status
- Connectivity and device health metrics
Outputs
Asset Risk Score (0–100)
Composite risk rating per asset, updated every 5 minutes
Portfolio Risk Heatmap
Visual risk map across all assets for fleet managers
High-Risk Asset List
Ranked list of assets requiring immediate attention
Board Risk Report
Automated executive summary for C-suite and board review
Example insight
Your fleet risk score today: 34/100 (Low-Medium). 3 assets in Red zone requiring immediate action. Primary risks: maintenance overdue (2 vehicles), high-risk corridor exposure (1 vehicle).
See Asset Risk Scoring on your fleet
Talk to our security architects about vehicles, fleets, churches, schools, and enterprise assets.