Machine Perception Network

Perception shouldn’t be computed.
It should be shared.

Colpero is the economic layer for shared spatial perception. Robots discover, pay, and query physical space over HTTP, settled in USDC. No tokens. No accounts. No sessions.

01The problem

80% of robotics compute is spent on perception, not action.

Every drone, every forklift, every delivery bot runs its own SLAM on the same warehouse. The map is rebuilt from scratch, thousands of times a day, by machines that will never share what they learned.

02The solution

Three steps. One round-trip.

01

Discover

A domain node publishes its capabilities to an on-chain registry on Base Sepolia. Robots query the registry by capability, not by URL.

GET /nodes
02

Pay

The robot hits the node. The node replies 402 Payment Required with an x402 envelope. The robot signs a USDC transfer and retries.

x402
03

Perceive

The node runs the spatial query (distance, nearest, path, semantic retrieval) and returns 3D coords. Same TCP round-trip. Sub-cent cost.

POST /scenes/:id/query-semantic
03Built on two open standards
04Why not a token

No token. No staking.
No governance forum.

Tokens couple a network’s value to speculation. They tax every new operator with a cold-start problem: you have to acquire the token before you can earn.

Colpero settles in USDC because USDC is what robots can already hold. The network grows by being useful, not by being held.

05Live network

Real numbers. Not a mockup.

Pulled from GET /nodes and GET /metrics at request time. If a number is zero, it says zero.

9
active nodes
68
queries served
6
endpoints live