Vangrid: A Smartphone-Based 3D Spatial Data Network for Physical AI and On-Chain Settlement

What is the project

Vangrid describes itself as an infrastructure protocol providing real-time, human-collected spatial ground truth for physical artificial intelligence, world models, robotics, and autonomous systems. Its central argument is that large language models have hit the text data wall of the open internet, while physical AI and embodied robots require ground-level three-dimensional geometry to operate safely in the real world.

According to the project documentation, existing mapping tools fall short for robotics. Satellites can only see rooftops, while autonomous vehicle dashcams only record traffic roads. The pedestrian sidewalks, stairs, narrow alleys, and building entrances that humanoid robots and delivery pods must navigate are largely absent from public datasets.

Rather than manufacturing expensive custom hardware, Vangrid turns ordinary smartphones into edge nodes. Users film designated paths using their phone cameras, while an on-device machine learning model blurs human faces and vehicle license plates locally before upload. Multi-angle sweeps are then processed into dense point clouds and 3D Gaussian splatting representations.

Submissions are anchored on Base (Coinbase Layer 2) using the Ethereum Attestation Service (EAS) schema with Merkle batching, and contributors receive direct payments in USDC upon verification.

What the project says

Official announcements from the project X account include the following milestones:

Seed funding. In a pinned post dated August 7, 2026, the project announced a 9M dollar seed round. The post emphasized that language models have reached the limits of text data, autonomous systems starve for spatial ground truth, and satellites cannot view sidewalks.

Explorer and on-chain verification. On September 6, 2026, the team announced the launch of Vangrid Explorer. The announcement stated that every capture, attestation, and settlement is anchored on Base using EAS schemas and Merkle batches.

Mobile application. On August 17, 2026, the Android capture application launched on Google Play. The team noted that three billion smartphone pockets represent potential edge nodes, while an iOS version is currently in development.

On-chain settlement economy. An announcement on July 17, 2026, stated that the protocol economy is fully on-chain, with every verified capture and dataset access settled directly in USDC.

Ecosystem integrations. The project announced an integration with Gate Wallet on August 20, 2026, a collaboration with Teneo Protocol on July 7, 2026, a partnership with bitsCrunch on May 8, 2026, and acceptance into NVIDIA Inception on May 28, 2026.

Token

The fact set and public records contain no token or contract address for Vangrid. Contributor incentives and bounty settlements are currently executed directly in USDC on Base.

While the campaign page on Nucleus outlines a potential future token airdrop with a 50 percent unlock at TGE followed by a 3-month cliff and 9-month vesting period, no official tokenomics document, token symbol, or verified contract address has been published. This article does not publish a contract address because no verified address exists.

On-chain analysis

Live metrics recorded from the public protocol explorer (explorer.vangrid.io) on September 14, 2026, show:

• Anchored captures on Base: 502,752 recorded entries
• Accepted bounties: 415 completed tasks
• Settled protocol volume: 239,990 USDC

Individual captures are bundled into Merkle trees and committed to Ethereum Attestation Service contracts on Base rather than creating separate transactions for each frame. This enables commercial data buyers to verify the timestamp and coordinates of any spatial point cloud cryptographically.

However, the structural quality and sensor consistency of point clouds depend on off-chain validation algorithms; the blockchain serves purely as the immutable provenance registry.

Team and funding

The Vangrid team is based in Amsterdam, Netherlands. Two primary founders are publicly identified:

• Robert Brighton (CEO): Brings ten years of commercialization experience in deep tech and Web3. He previously worked at Microsoft in Europe with both the Quantum Computing and HoloLens groups.
• Khalid Benrafik (CTO): Holds over fourteen years of backend systems engineering experience from Booking.com, ING, and Dutch payments firm Mollie, building infrastructure supporting millions of concurrent users and over one billion dollars in annual volume.

On the funding side, the project raised an unannounced 9M dollar seed round that closed during stealth development and was made public on August 6, 2026. Backers include HashKey Capital, Animoca Brands, Borderless Capital, Crypto.com Capital, Gate Labs, and Mapleblock Capital. Vangrid is also a member of NVIDIA Inception.

What to watch

• The release of the iOS application and Apple App Store verification
• Formal tokenomics documentation, contract deployment dates, and TGE conditions
• Commercial data licensing volume from enterprise robotics and world-model developers
• Expansion rate of high-density 3D spatial meshes into non-European metropolitan hubs

Conclusion

Vangrid presents an operational DePIN infrastructure that turns smartphones into sensor nodes to collect 3D spatial ground truth for physical AI, having anchored over 500,000 captures with verifiable USDC settlement on Base. The absence of a deployed token contract, current exclusivity to Android devices, and the long-term depth of enterprise data demand remain the primary uncertainties to monitor.