The multimodal hazard detection system targets high-risk port and special operation scenarios, using multimodal agent tech for comprehensive risk identification and compliance checks. It intelligently analyzes visual data to spot risks, upgrading to active warning. Integrating a dynamic regulatory database, it links risks with legal provisions, forming a closed loop to boost safety management's intelligence and standardization.