Research Report

VTTI Benchmarking Report: The guide to in-cab camera alerts.


Virginia Tech Transportation Institute (VTTI) conducted a controlled test track study that examined the performance of on-road driver monitoring systems from three leading vendors: Lytx, Samsara, and Motive. The study aimed to evaluate how often dash cams alerted drivers and fleet managers when it matters most.

The three-week test assessed the dash cams ability to:

  • Provide alerts of unsafe driving behaviors.
  • Promptly alert drivers and fleet managers.
  • Operate effectively at different times of day.

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