Understanding Fleet Telematics Data
Your GPS system collects massive amounts of data.Here's how to turn that data into actionable insights.
Types of Data Collected
Location Data
- Real - time position
- Historical routes
- Stop locations and duration
- Geofence events
Vehicle Data
- Speed
- Engine RPM
- Fuel level
- Odometer readings
- Diagnostic codes
Driver Behavior
- Harsh braking events
- Rapid acceleration
- Sharp cornering
- Speeding incidents
- Idle time
Key Reports to Monitor
Daily Operational Reports
- Active vehicles
- Miles driven today
- Current locations
- Alerts triggered
Weekly Management Reports
- Total fleet miles
- Fuel consumption
- Driver rankings
- Maintenance due
Monthly Executive Reports
- Cost per mile
- Fleet utilization
- Safety trends
- ROI metrics
Turning Data into Action
Pattern Recognition
Look for: - Recurring route inefficiencies - Consistent problem drivers - Maintenance patterns - Fuel consumption anomalies
Benchmarking
Compare:
- Driver to driver
- Vehicle to vehicle
- Week to week
- Route to route
- Week to week
- Vehicle to vehicle
Root Cause Analysis
When problems occur, ask:
- Is this a training issue ?
- Is this a vehicle issue ?
- Is this a route issue ?
- Is this a policy issue ?
- Is this a route issue ?
- Is this a vehicle issue ?
Common Mistakes
** 1. Data Overload **
Focus on key metrics, not everything.
** 2. No Action ** Data without action is worthless.
** 3. Punitive Use Only ** Also use data for positive recognition.
** 4. Lack of Context ** Consider external factors affecting performance.
** Data is only valuable if you use it to make better decisions.**