📊 LiveDrive Driver Insights
A nightly per-driver scorecard derived from speeding, harsh events, idling, after-hours driving, and broadcast coverage.
Driver Insights is a per-driver behavior scorecard scored 0–100. The score is derived from speeding minutes, harsh-brake / harsh-accel / harsh-corner events, idle minutes, after-hours driving, and broadcast coverage (the fraction of drive minutes with active LiveDrive fixes). Weights are configurable per deployment.
Where to find it
Admins: LiveDrive → Driver Insights in AutoDrive Online — a leaderboard tab and a per-driver tab with a daily trend chart and a recompute action. Drivers: tap Settings → LiveDrive → Your Insights on iOS or Android to see your own last 30 days.
How the rollup runs
A nightly cron walks every (group, driver) pair with fixes in the last 36 hours and computes the previous local day’s row in the group’s timezone. The rollup is idempotent — rerunning rebuilds the same numbers — and the Per Driver tab’s Recompute control (pick a day, click Recompute) lets support correct any day after the fact.
Coverage
If a driver was on a drive but the LiveDrive broadcaster was not running (battery, paused, app force-quit), that day’s coverage ratio drops below 1.0. The score gates negative weight on low coverage so a driver cannot game the score by simply muting LiveDrive.
Privacy posture
The driver-self view returns only the caller’s own insights. The leaderboard and recompute paths are owner/admin only.