These platforms utilize real-time visual analysis and sensor data to monitor driver behavior and identify potential hazards before a collision occurs. By tracking patterns like lane drifting, sudden braking, and fatigue, these solutions help fleet managers improve operator habits and reduce long-term operational risks. When selecting a system, prioritize options that offer seamless integration with your current vehicle hardware and provide clear, actionable insights rather than overwhelming raw data.

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