Pokémon Go Data Powers Real-World Robotics & Mapping
Lapu-Lapu City, Philippines – Pokémon Head players are discovering their years of augmented reality scans have inadvertently trained a new generation of delivery robots, as Niantic Spatial, formerly Niantic Inc., partners with robotics company Coco Robotics. The collaboration, announced March 10, 2026, leverages the vast database of real-world scans collected by players during gameplay to enhance the autonomous navigation capabilities of Coco’s fleet of approximately 1,000 delivery vehicles.
Niantic Spatial, which now operates Pokémon Go alongside Pikmin Bloom and Monster Hunter Now under the ownership of Scopely, retained the augmented reality data gathered over years of player activity. This data consists of consciously recorded and uploaded video scans of specific locations – PokéStops and Gyms – such as street art and buildings. The company is now applying this data to improve the precision of its Visual Positioning System (VPS), a key component in enabling robots to navigate complex urban environments.
“Niantic Spatial will be a core infrastructure partner for Coco, deploying spatial AI and its Visual Positioning System (VPS) to further enhance the company’s advanced robot delivery fleet,” Niantic Spatial stated in its announcement.
The challenge lies in the difficulty of GPS accuracy within urban “canyons” – areas where tall buildings obstruct satellite signals. Brian McClendon, CTO at Niantic Spatial, explained to MIT Technology Review that the company initially focused on augmented reality glasses but shifted its focus to robotics as a more immediate application for its mapping technology. “The urban canyon is the worst place in the world for GPS,” McClendon said.
According to Fortune, the data amassed from Pokémon Go players now comprises 30 billion images captured at ground level across numerous cities globally. Niantic Spatial is converting this trove into a photorealistic, continuously updated model of the physical world specifically designed for robotic navigation. Coco Robotics’ delivery bots are currently operating in cities including Los Angeles, Chicago, Miami, Jersey City, and Helsinki, accumulating millions of delivery miles.
McClendon described the player-generated data as “exceptionally high-quality ground training data for other lower-quality datasets,” emphasizing a strategy of using concentrated data from Pokémon Go to improve broader, less precise datasets. The long-term goal, he stated, is to solve challenges related to localization, reconstruction, and semantic understanding by training models in specific areas and then applying them more broadly.
John Hanke, CEO of Niantic Spatial, and Zach Rash, CEO of Coco Robotics, met at Coco Robotics HQ to formalize the partnership. The collaboration signals a broader push toward more precise and autonomous logistics in urban areas, utilizing the unexpected byproduct of a popular mobile game.