
Introduction In an increasingly competitive and safety-conscious transportation industry, fleet operators must strike a delicate balance between operational efficiency, cost control, and road safety. Traditional fleet management tools offer limited visibility into what happens on the road, often leaving critical incidents unexplained and safety concerns unaddressed. Enter AI-powered digital video recorders (DVRs)—a transformative technology reshaping how fleets monitor performance, ensure compliance, and foster a culture of accountability. These intelligent systems are more than just cameras. They act as vigilant co-pilots, leveraging real-time data analysis and computer vision to detect risky behaviors, capture incidents, and empower fleet managers with actionable insights.