INTELLIGENCE

Linda

Real-world verification at scale.

THE PROBLEM

A $30B industry built on trust. Not verification.

Route operators are paid to show up. Most of the time, no one checks if they did. Compliance is self-reported. Exceptions surface through complaints — if they surface at all. The gap between what was scheduled and what actually happened is where money disappears.

Every route, verified

Route verification

Did this bus actually run this route today? GPS traces matched against scheduled routes in real time using geospatial intelligence.

0 0/6 Stops START FINISH

Compliance scoring

Confidence-scored audit trail for every run. Weighted stop matches, first and last stop bonuses, temporal ordering, signal boosters.

Before Linda Route 104 Route 207 Route 301 Route 415 Route 502 Route 618 Route 733 Route 812

Safety analytics

Accelerometer events, speed profiles, braking patterns, and route adherence — scored at the individual driver level.

12 0% Speed Braking Cornering Idling

Operational truth.

From raw telemetry to verified reality.