Critical infrastructures, including utilities, energy production facilities, and chemical plants, are fundamental to societal function and economy. AI Video Surveillance Analytics have become a linchpin in protecting these assets, providing intelligent real-time monitoring and alerting systems. Particularly for infrastructure involving fluids or gases, such as water treatment plants or gas pipelines, AI-driven video analytics can monitor leakages or spillages, aiding in immediate detection and response, thereby preventing potential environmental disasters and ensuring operational continuity