The development of General Physical AI in robotics depends on large-scale real-world data, yet such data remains limited. RIVR is addressing this by deploying robots in last-mile delivery, integrating artificial neural networks with a wheeled-leg design to improve efficiency and scalability in urban mobility. With a mission to deploy over 1 million deliver robots, the company aims to build the data infrastructure necessary to advance robotic intelligence and autonomous logistics.