In the rapidly evolving landscape of Industrial IoT and autonomous systems, the definition of "Vision" is undergoing a fundamental shift. For years, the industry focused on increasing pixel counts and frame rates, operating under the assumption that more data equaled better sight. But as we move toward truly autonomous infrastructure inspection, sophisticated residential security, and "Physical AI," we are discovering that sight alone is insufficient. To build a system that c