DePIN Networks Deliver Decision-Grade Real-World Intelligence

This analysis compares five DePIN projects—Helium, Hivemapper, NATIX Network, WeatherXM, and Roam Network—assessing how each collects and serves real-world data for machines. It finds Helium, Hivemapper, NATIX, and WeatherXM provide specific inputs (access, imagery, traffic signals, weather), while Roam aggregates multi-modal movement, connectivity, and signal-quality data into decision-grade context. The piece argues multi-signal context better supports reliable machine operations.