TelematicsData AnalyticsFleet Intelligence

Understanding Fleet Telematics Data

Your tracker collects thousands of data points every week. Here is how to turn that data into decisions you can act on by Friday afternoon.

Michael Chen

Trakora Author

October 10, 2024
7 min read
Understanding Fleet Telematics Data

Telematics data is only useful if you act on it. Most fleets collect rivers of data and use almost none of it. The fleets that genuinely improve are the ones that pick a small number of reports, review them every week, and run the same loop for years.

What your tracker is actually collecting

Location data

  • Real-time position
  • Historical routes and trip replays
  • Stop locations and dwell time
  • Geofence entry/exit events

Vehicle data

  • Speed and engine RPM
  • Fuel level and consumption
  • Odometer readings
  • Diagnostic trouble codes

Driver behaviour

  • Harsh braking events
  • Rapid acceleration
  • Sharp cornering
  • Speeding incidents
  • Idle time

The reports worth your time

Daily — operational

  • Active vehicles right now
  • Kilometres driven today
  • Current locations on the map
  • Any active alerts

Weekly — management

  • Total fleet kilometres
  • Fuel consumption per vehicle
  • Driver scorecard rankings
  • Maintenance items due

Monthly — executive

  • Cost per kilometre
  • Fleet utilisation
  • Safety trend lines
  • ROI metrics

Turning data into action

Pattern recognition

  • Recurring route inefficiencies
  • Drivers who repeatedly score below average
  • Maintenance patterns by make and model
  • Fuel-consumption anomalies

Benchmarking

  • Driver vs. driver
  • Vehicle vs. vehicle (same route)
  • Week vs. last week
  • Route vs. last quarter's same route

Root-cause questions

When something goes wrong, ask the same four questions every time:

  1. Is this a training issue?
  2. Is this a vehicle issue?
  3. Is this a route issue?
  4. Is this a policy issue?

Common mistakes

1. Data overload

Pick five metrics and run them weekly. Anything more becomes noise.

2. Reports that nobody reads

A report only matters if there is a person responsible for acting on it.

3. Punitive use only

Use the same data to celebrate good performance, not just punish bad.

4. Lost context

A "bad" driver score on a difficult route may be a great score on that route. Always compare like with like.


Drowning in dashboards? Book a demo and we will help you cut your reporting set down to the five reports that actually drive decisions.

Written by

Michael Chen

Sharing practical fleet management insights for Tanzanian businesses.

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