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Fleet safety teams don’t need more road event videos to review. They need fewer, more relevant ones they can trust. When AI generates incident alerts without clear criteria or context, safety interventions and driver coaching slow down. A strong safety system embeds event detection into the workflow, pairing video with telematics data for clearer insights.