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When a driver gets into a collision, pulling the footage is usually the first move. However, that data often reveals a build-up of warning signs like hard braking, minor distraction events, and shrinking following distances over previous weeks. While exoneration serves as a critical safety net, it is ultimately reactive. A true unified video safety program addresses these daily patterns before an incident occurs.
Waiting for an incident to trigger a review is an expensive way to manage risk. According to the Federal Motor Carrier Safety Administration (FMCSA), the average cost of an injury collision is nearly $400,000, with exposure climbing even higher during serious escalations. In 2024, total nuclear verdicts against companies reached $14 billion, with one in four of those lawsuits stemming from vehicle incidents. Fleet competitors with the lowest incident rates review behavioral data before something goes wrong. Across nearly 6 million connected vehicles, fleets utilizing active safety modeling and real-time coaching have achieved up to a 40% reduction in collision rates, preventing incidents before they lead to claims, based on Geotab fleet and corporate data.
The most effective coaching occurs directly in the driver’s cab. When a driver drifts from their lane, follows too closely, or looks away from the road, a real-time voice alert delivers an immediate prompt to correct the behavior. In-cab resolution handles daily occurrences such as seatbelt reminders resolved before leaving the lot, following-distance prompts correcting tailgating in seconds, and brief lane drifts corrected without manager intervention. This creates a quieter workday and prevents minor corrections from turning into administrative tasks.
While in-cab coaching resolves minor events, managers still need visibility into risks requiring human intervention. Instead of sending every driving minute to the cloud for manual review, on-device AI uses a dual-pass check to validate high detection accuracy by detecting and re-evaluating behavior before triggering an event. This eliminates false alarms. Supervisors can hover previews to view the most severe moment of each event with speed, location, and full road context.
Geotab is a global leader in connected vehicle and asset management solutions, serving approximately 100,000 customers worldwide and processing 100 billion data points daily from over 5 million subscribed vehicles. The company offers enterprise-grade security with FIPS 140-3 and FedRAMP authorizations.
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Source: Transport Topics — Michelin & Tires (EN)