Overview

Civimatica is a physical AI stack for the city. Edge devices measure the street, our models turn those measurements into useful answers, and the API delivers those answers to your systems.

You receive answers, not raw camera feeds. There is no perception infrastructure to build and no model training pipeline to maintain.

The stackCopy link

1. Devices on the street measure occupancy, movement, and surface conditions at the edge.
2. Models process measurements locally and in our pipeline, producing structured street state.
3. API exposes that state to your systems: occupancy, flow, conditions, and events.

What you can build onCopy link

• Model access — plug into urban AI models trained on streets we measure. We operate the experience; you consume the results.
• API — ask for street results and receive answers automatically. Where a parking spot is free, where there is a pothole, where something is damaged.
• Sandbox — test your own models against processed street state before going to the real world.
• Model as a service — run our models on your own systems and keep control of where and how they execute.
• Devices — edge devices with our AI already running on them. Place them on site; they measure; you receive outputs.

Next stepsCopy link

• Get started — keys, authentication, your first request
• API reference — endpoint details generated from our OpenAPI spec
• Data model — the objects the API returns