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In the emerging era of intelligent mobility, the convergence of edge AI processing, sensor fusion and 4D imaging radar greatly improves how robots perceive, navigate and interact.In partnership with AuZone, the 3D perception sensor fusion demo showcases trusted spatial perception at the edge, operating in dynamic and uncertain environments.The robust Raivin module utilizes a single sensor with complete vision, ranging, and AI processing for safety and autonomy applications in different environments.The AuZone EdgeFirst software studio suite allows easy to train and rapid deployment of the solution. This development environment can substantially reduce cost, time, and risk for customers to get their AI perception application deployed at the edge.