Safety events and scoring
The safety module collects events reported by cameras and telematics into one review queue; confirmed events then feed an explainable driver safety score and a fleet leaderboard. Nothing reaches the score without a human decision — an event must be confirmed first.
Who it's for
The safety manager runs the review queue and scores day to day; the fleet manager and organization administrator hold the same managing permissions. The dispatcher, compliance officer and executive see the event feed, scorecards and leaderboard, without the right to review events. A driver sees only their own score and their own events — never other drivers' scores or the leaderboard.
Key concepts
- Composite score — a 0–100 number counting down from 100: every confirmed event subtracts a penalty that depends on the event type and its severity (low/medium/high/critical).
- Standardized score — the same score remapped to a 300–850, credit-score-style range, so it travels beyond the platform (e.g. to an insurer — see Insurance and risk).
- The methodology is documented and versioned — every score carries the formula version it was computed with, so historical scores stay interpretable even after the weights change.
Where events come from and how review works
Events arrive from driver-facing cameras (bring-your-own fleet hardware, any supported vendor) and from telematics — harsh braking, acceleration and cornering, speeding, distraction, fatigue, tailgating, phone use, a missing seatbelt, and collisions. Each event carries a type, a severity, the vehicle and driver (when they can be resolved), the speed at the time of the event, and — when the vendor provides one — a reference to the camera clip (the clip opens directly at the vendor; the platform never proxies the video itself).
Every new event lands in the queue with a pending status. The safety manager reviews it — filtering by driver, type, severity and review status — and either confirms it (which recomputes the score and, for high- or critical-severity events, opens a coaching session), or marks it a false positive, which closes the case with no effect on the score.
Scorecard and fleet leaderboard
A driver's scorecard shows the current composite and standardized score together with a breakdown by component (braking, acceleration, cornering, speed, attention, fatigue, following distance, seatbelt use, collisions) — each visible on its own, so it's clear exactly what is pulling the score down. The fleet leaderboard ranks drivers by composite score, with the event count and reward points earned alongside each entry — a quick way to spot who would benefit most from coaching.
Confirming an event — regardless of severity — also raises an in-app notification: it reaches the safety manager, the fleet manager, and the driver the event concerns. High- or critical-severity events additionally open a coaching session (see Coaching and rewards).
In the background
Every night at 3:15, the system recomputes the current month's score for every driver with a confirmed event in that period — so the scorecard and leaderboard always reflect the state as of the last run.