AI Technology
AI Driver Safety Scoring
A composite driver safety score — updated after every trip — built from speed compliance, harsh braking, rapid acceleration, cornering behaviour, fatigue indicators, and route adherence. Supports driver coaching and insurance telematics programmes.
Live on this site: Guardian Tags located in Apple Find My and Google Find Hub, plus the Customer Portal (register paid serials, last-seen when we have it, geofences, in-app and email alerts). Personal and Business subscriptions are self-monitoring. Akilapa watch is a paid add-on in staffed hours.
Not live here: native Guardian apps, continuous Tag GPS, WhatsApp/SMS, engine immobilisers, CCTV, AI theft scores, or a 24/7 household SOC / 94-minute recovery SLA. Fleet and government programmes are quote-only.
How it works
Driver Scoring uses multi-axis telematics data to produce a fair, explainable safety score that reflects actual driving behaviour — not just GPS speed.
Step 1
Telematics Event Capture
The IoT device captures G-force data (braking, acceleration, cornering), speed vs. road-type limits, idling duration, late-night driving, and phone handling events at 10Hz resolution.
Step 2
Trip Analysis
Each completed trip is scored across 11 dimensions. Events are weighted by severity — a 1.2G emergency brake scores differently from a 0.4G gentle deceleration.
Step 3
Rolling Score Calculation
A 30-day rolling average score is calculated per driver, using exponential weighting so recent behaviour is more influential than historical data.
Step 4
Leaderboard & Coaching
Fleet managers see a ranked driver leaderboard. The lowest-scoring 20% of drivers are automatically queued for coaching, with personalised feedback generated by AI based on their specific event patterns.
Data inputs
- G-force sensor data (10Hz)
- GPS speed and road speed limit comparison
- Trip start/end times and night driving ratio
- Route adherence compliance
- Idling events and duration
- Driver ID (RFID or PIN-based identification)
Outputs
Driver Score (0–100)
Composite safety score per driver, updated per trip
Trip Report
Per-trip event breakdown with timestamps and map replay
Fleet Leaderboard
Ranked driver performance table for fleet managers
Coaching Recommendation
AI-generated coaching plan for low-scoring drivers
Insurance Telematics Report
Formatted report for insurer discount applications
Example insight
Driver Emeka Eze (Score: 62/100) has 14 harsh braking events this week — 11 occurred between 06:00–08:00 on Apapa-Oshodi Expressway. Recommend morning rush coaching session.
Driver scores are GDPR and NDPR-compliant — drivers receive access to their own scores via a dedicated driver mobile app. Privacy-by-design: driver scores are not shared with third parties without explicit consent.
See AI Driver Safety Scoring on your fleet
Buy Guardian Tags and run self-monitoring in the Customer Portal. Cellular GPS, CCTV, and 24/7 recovery are sales conversations — not this checkout.