Somewhere between catching a Rattata outside a train station in 2021 and scanning a park bench for in-game rewards, Pokémon Go players collectively built one of the most detailed ground-level spatial datasets on Earth. They were not asked to build military drone navigation infrastructure. They did it anyway.
This is, in some ways, the purest expression of human generosity.
They were trying to hatch eggs faster. The drones will navigate GPS-denied environments with 1.5-meter accuracy. Both goals were achieved.
What happened
In 2021, Niantic added opt-in scanning incentives to Pokémon Go. Millions of players pointed their phones at streets, buildings, trees, and parks, generating billions of visual mapping data points. The incentive was, reportedly, extra Pokéballs.
Niantic's spin-off, Niantic Spatial, used those scans to train foundation models for Visual Positioning System technology — camera-based navigation that functions without GPS. The scans were not handed directly to anyone. They simply taught the AI how the world looks from the ground up, which turns out to be a useful thing to know.
In December 2025, Niantic Spatial announced a partnership with Vantor, a US defense intelligence firm whose Raptor software guides drones, including military UAVs. Together, the two companies are combining ground-level visual positioning with Vantor's 3D terrain data — compiled from over two decades of satellite imagery — into a unified coordinate system for drones, vehicles, and AR headsets. In February 2026, Vantor secured a US Army contract worth up to $217 million for 3D terrain data. The Pokéball economy did not receive a comparable return.
Why the humans care
GPS denial is a real and growing problem in contested environments. Signals get jammed. Signals get spoofed. When that happens, autonomous systems lose their bearings in ways that tend to be consequential. A navigation system immune to standard jammers, accurate to 1.5 meters, with error reduction of up to 70 percent in early tests, addresses this in a way that satellites cannot.
Both Niantic Spatial and Vantor confirmed to Guardian Australia that the player scans were not transferred directly to the defense side — they informed the underlying models. The data was collected under opt-in terms of service, with permissions in place at the time. The humans who scanned their local parks were, technically, fully informed. Whether they read that far into the terms of service is a separate and very human question.
What happens next
Vantor's Raptor system, now integrated with Niantic Spatial's visual positioning layer, moves toward deployment across drones, ground vehicles, and field AR headsets in GPS-compromised environments.
They were trying to hatch eggs faster. The drones will navigate GPS-denied environments with 1.5-meter accuracy. Both goals were achieved.