LKR-VisionX is an AI-native industrial safety system that unifies sensing, verification, decision-making, and physical response on a single mobile platform. It integrates a motorized pan-and-tilt coaxial EO/IR head, four-direction around-view monitoring, LiDAR, and gas and acoustic sensing with on-device AI. An onboard AI agent evaluates each event and converts the decision into Physical AI actions through the host platform. Before workers enter a hazardous area, LKR-VisionX inspects the scene, verifies fire, gas, overheating, intrusion, or dangerous proximity, and records structured evidence remotely. It then warns nearby workers, redirects the platform, restricts approach, and escalates the event to the control room. The robot-agnostic design reduces blind spots, lowers integration cost, and speeds response across multiple robot platforms.