Have Pokémon Go players been unwittingly helping military drones find their targets?

At a glance:

• Niantic Spatial, a spin-off of Pokémon Go developer Niantic, has been developing Visual Positioning Systems using player data
• The company collaborates with Vantor, a software firm with government connections, on geospatial intelligence systems
• A Dutch report suggests player-submitted scans may have contributed to military drone navigation technology

The data collection machine

Pokémon Go became a cultural phenomenon when it launched in 2016, encouraging millions of players worldwide to explore their physical surroundings through augmented reality. As part of the gameplay experience, the app routinely requested players to scan their environment, building a database of visual data that Niantic could use for various purposes. This wasn't just casual data gathering—players actively participated in creating a massive repository of geospatial information simply by playing the game and capturing images of their neighborhoods, parks, and urban environments.

Niantic has long touted its Visual Positioning System (VPS) as a next-generation location technology that uses camera imagery and device sensors to determine precise positioning without relying on GPS signals. While traditional GPS depends on timing data from satellites, VPS analyzes visual features from a device's camera to create a 3D map of the environment and pinpoint exact locations. This technology promises centimeter-level accuracy in areas where GPS might fail, such as dense urban environments or indoors.

The company spun off Niantic Spatial in 2023 to specifically focus on advancing VPS technology. Since then, the visual positioning system has found applications beyond gaming, including potential uses in autonomous vehicles, robotics, and other location-based services that require high-precision positioning in challenging environments.

Military connections emerge

According to a report from Dutch publication Trouw, Niantic Spatial has established a collaboration with Vantor, a software firm with significant ties to government agencies and defense contractors. Vantor focuses on geospatial intelligence solutions, which involve analyzing and interpreting geographic information for strategic purposes—including systems designed to help drones and other military robots navigate complex environments.

While there is no direct evidence linking Vantor's specific military projects to training data originally sourced from Pokémon Go players, the Trouw report suggests a plausible pathway through which player-generated scans may have influenced the development of early Niantic Spatial models. These foundational models could then have informed the advancement of more sophisticated Vantor systems used in defense applications.

This connection raises important questions about the unintended consequences of consumer data collection. Players contributed their visual data voluntarily, believing they were simply enhancing their gaming experience, while that same data may have indirectly supported the development of military navigation technologies.

Why this matters now

The intersection of consumer data and military applications becomes particularly significant as governments worldwide increasingly develop capabilities to disrupt GPS positioning at continental scales. In response, camera-based VPS systems are becoming more attractive for drone warfare and other military operations where reliable positioning is critical and traditional GPS signals may be compromised.

Visual positioning systems offer advantages in GPS-denied environments, allowing drones to maintain navigation capabilities even when satellite signals are jammed or spoofed. This makes VPS technology potentially invaluable for military operations requiring precision guidance in contested airspace.

For Pokémon Go players, this revelation underscores the importance of carefully reviewing app privacy policies before engaging with data collection features. The in-game rewards that incentivize scanning activities may come with broader implications than many users realize, extending far beyond the immediate gaming experience into areas of national security and defense technology.

Broader implications

This case highlights the complex ecosystem of data sharing between technology companies and government contractors. Consumer applications often collect vast amounts of data that can find unexpected applications in defense and intelligence work, sometimes in ways that users never anticipated when they agreed to terms of service.

The development of VPS technology also reflects broader trends in the convergence of civilian and military technology. Many innovations pioneered in entertainment and consumer applications eventually find their way into defense systems, creating dual-use technologies that serve both commercial and strategic purposes.

As concerns about data privacy continue to grow, this example demonstrates the need for greater transparency about how consumer data might be used and by whom. Users should be more aware of the potential downstream applications of the data they share with technology companies, even when that sharing occurs within seemingly benign contexts like mobile gaming.