Efficiency of conducting technical inspections on corporate vehicle fleets within limited timeframes

We reviewed modern approaches to monitoring the technical condition of motor vehicles (MV), focusing on risk-based methods. We identified the main problems related to time constraints for inspections, lack of data on previous inspections, and coordination issues between employees. We proposed methods for optimizing inspections, including the use of failure prediction algorithms and automated diagnostic systems. We conducted a comparative analysis of time costs and the efficiency of the proposed solutions. Our conclusions allow enterprises to minimize diagnostic costs, increase the safety of MV operations, and improve production performance.