As universities expand in scale and diversify in functions, traditional fire safety management faces challenges such as inefficient inspections and difficulty in tracing hazards. Technological innovation is key to enhancing efficiency, focusing on the core needs of campus fire safety. Intelligent inspection technology is applied to facility monitoring, hazard identification, and risk alerts, establishing a closed-loop system of monitoring, identification, disposal, and feedback. By leveraging the characteristics of IoT, AI, and big data technologies, the innovative solutions encompass technological integration, process optimization, and responsibility enhancement. This research aims to help universities overcome traditional bottlenecks, strengthen fire safety safeguards, and drive management transformation toward precision, intelligence, and efficiency.