Summary
1. AI-driven risk prioritization: Upgraded algorithms to sort alarms by severity (e.g., prolonged fatigue vs. brief distraction) to enable prioritized incident response.
2. Driver feedback loop: Added a post-alert in-cab interface for drivers to self-report fatigue levels, improving the accuracy of behavioral data.
3. Predictive maintenance integration: Correlate vehicle telemetry (e.g., braking patterns) with collision alarms to identify mechanical risks in advance.