The world is already being walked,
driven, delivered and ridden through
every single day.
We turn that motion
into 3D data.
Physical AI needs real-world 3D: constantly refreshed, globally diverse, rights-clean. Today it comes from centralized fleets, one-off lidar scans and bespoke licensing deals. That stack doesn't scale to the geography the next generation of Large Geospatial Models, robotics and digital twins is asking for.
DAITA is a DePIN for reality. A distributed network of couriers, drivers and cyclists, running the right capture rig, becomes the collection layer. We reconstruct their video into meshes, Gaussian splats, labelled point clouds and pose-aligned sequences, and serve them as training data, HD maps and a visual positioning system. Infrastructure for real-world 3D: always up to date, global by design.
Couriers, drivers and riders record passively as they move. No detour, no extra time. A block captured, a block refreshed.
Video streams in pose- and route-tagged; the network pays on every verified kilometre. Redundant passes strengthen coverage.
Structure-from-motion, 3D Gaussian Splatting and semantic labelling turn video into meshes, splats, labelled point clouds and precise camera poses.
Geospatial AI teams, robotics and AV platforms, simulation studios and digital-twin operators pull fresh geometry, HD maps and VPS anchors on demand.
Train foundation models on geometry that actually matches the world people move through. Constantly refreshed, geographically diverse, rights-clean.
Replicas of real streets, warehouses and campuses plus centimeter-precise visual positioning. Navigation that works indoor, outdoor and GPS-denied.
Refresh HD maps in days, not quarters. Every new road sign, cone and construction zone flows in with the next capture pass.
Drop real city blocks into any simulator. Train World Foundation Models, stress-test autonomy, prototype games on geometry that exists.
Real-world 3D as ground truth for immersive experiences. Anchor XR content against a centimeter-aligned map of where users actually walk.
Ports, campuses, cities and contested urban environments, kept in-sync with their physical state. Measure change, don't guess at it.
The network is open to anyone already out in the world. A courier delivering lunches, a rider crossing town, a driver running a daily route. With the right capture rig, every trip becomes coverage. We ship the hardware, handle the processing, and pay out on every verified kilometre captured.
Join the networkFood and parcel couriers on bikes, scooters and e-bikes. Dense urban coverage, every day.
Drivers who already cover thousands of km a week across a city's full graph.
Delivery vans and regional fleets running repeatable routes across regions.
Daily commuters on bikes and cars who can capture a familiar stretch without changing their day.
DAITA is in private beta with pilot cities, partner fleets and founding contributors. Get on the list, whether you want to license the data, run a fleet or capture a block at a time, we'll reach out as seats open.