For makers and artists relying on spatial data, the line between a mobile game and military-grade navigation is vanishing. The 3D scans created voluntarily by millions of Pokémon Go players are no longer just powering augmented reality adventures; they are forming the backbone of AI systems designed to guide military drones when satellite signals fail. This shift highlights a stark reality: the crowdsourced visual maps built for fun are now critical infrastructure for defence, ensuring autonomous machines can navigate even when GPS is jammed or spoofed.
From game mechanics to defence partnerships
The origins of this technology trace back to a 2021 update by developer Niantic. The company introduced in-game incentives prompting users to scan real-world environments with their smartphones. Millions of participants complied, capturing streets, buildings, parks, and trees, which generated billions of visual mapping data points. Participation was entirely opt-in, with explicit permissions collected from users at the time.
Niantic’s spin-off, Niantic Spatial, processed these scans into a large-scale 3D map capable of functioning without satellite signals. This technology allows machines to use cameras to locate themselves and navigate, rendering GPS unnecessary. Now, in December 2025, Niantic Spatial announced a partnership with Vantor, a US defence intelligence firm specialising in spatial detection software for drones, including military UAVs. The collaboration specifically addresses GPS denial, spoofing, interference, and jamming. As noted in the announcement, when satellite signals are compromised, autonomous systems and field teams risk losing their bearings.
Technically, the two entities are merging Niantic’s ground-level Visual Positioning System with Vantor’s Raptor software and its 3D terrain data, derived from over two decades of satellite imagery. The outcome is a shared coordinate system applicable to drones, vehicles, and AR headsets. Early tests indicated an error reduction of up to 70 percent and an accuracy of approximately 1.5 meters, according to a Niantic Spatial blog post. Crucially, the visual system is immune to standard signal jammers.
Clarifying the data flow
Both companies clarified to Guardian Australia that the ground-level scans from the game were not handed directly to Vantor. Instead, they were utilised to train Niantic’s foundation models. A Niantic Spatial spokesperson emphasised that the AR scans were submitted voluntarily by players who opted into the feature and were governed by the privacy and terms-of-service policies in place at the time.
In February 2026, Vantor secured a US Army contract worth up to $217 million for the One World Terrain program. This initiative focuses on high-precision 3D terrain data for the Army’s Synthetic Training Environment, facilitating realistic simulation and mission rehearsal. There is no public evidence suggesting Pokémon Go scans will be part of that specific contract. Meanwhile, GPS jamming and spoofing are already being deployed in conflicts in Ukraine and Iran to disrupt kamikaze drones, reconnaissance drones, and GPS-guided missiles.
It is worth noting that Niantic recently separated its gaming division from its geospatial AI business. In March 2025, Saudi-backed Scopely acquired the games side for $3.5 billion, while Niantic Spatial continues as a standalone company dedicated to spatial AI models.
Key takeaways
- Military drones are now leveraging AI models trained on billions of visual data points originally collected by Pokémon Go players for navigation without GPS.
- Niantic Spatial and Vantor have combined crowdsourced ground-level scans with satellite-derived terrain data to create a jamming-resistant navigation system for autonomous vehicles.
- While the original game data was never directly transferred to the defence contractor, the foundational AI models trained on that data are now integral to high-stakes military applications.
- The separation of Niantic’s gaming and spatial divisions underscores the distinct commercial value of the geospatial technology, now worth billions in potential defence contracts.
