Multi-Modal AI Sensing Inspection Solution is an AI-powered autonomous inspection solution for complex and hazardous industrial environments. By integrating robotic inspection with acoustic, vision, vibration, and temperature sensing, it continuously monitors equipment and environmental conditions while Harbor AI analyzes multi-modal data to detect anomalies and potential risks. The solution enables 24/7 autonomous inspection, intelligent anomaly detection, centralized event management, and rapid response, reducing personnel exposure to hazardous areas and improving inspection efficiency. It is designed for high-temperature, high-pressure, hazardous, and corrosive environments, including petrochemical plants and other industrial facilities.