Pokémon Go's massive player base has given Niantic Spatial an unprecedented dataset for building robot navigation systems. The augmented reality game, which attracted 500 million players in its first 60 days, generated billions of images of urban environments tagged with precise location data. Niantic Spatial, spun out from Niantic in 2023, is now leveraging this crowdsourced information to create visual positioning systems that can locate devices within centimeters.

Traditional GPS struggles in dense urban areas where signals bounce off buildings, creating what Niantic's CTO calls the 'urban canyon' problem. Niantic Spatial's system analyzes visual landmarks to determine precise location, similar to how AR games superimpose digital creatures onto real-world views. The company has trained its model on 30 billion images captured in urban environments, particularly around popular game locations like Pokémon battle arenas.

In a major test of this technology, Coco Robotics is deploying Niantic Spatial's visual positioning system across its fleet of delivery robots in cities including Los Angeles, Chicago, and Helsinki. The robots, which have completed over 500,000 deliveries covering millions of miles, can now navigate more precisely to restaurant pickup spots and customer doors. This partnership represents a significant step toward creating what Niantic Spatial calls a 'living map' - a dynamic digital replica of the world that evolves as robots and humans interact with physical spaces.