Coriozo blog

Product updates, data modeling notes, and guides for anyone who cares about clear vehicle references.

How we normalize vehicle data

A behind-the-scenes look at why consistent make, model, and year fields matter for a public car database.

Torque, gearing, and ADAS names are not gatekeeping—they are compressed engineering. Here is a friendly map.

Open reference data compounds: corrections land faster, integrations multiply, and the whole market gets less opaque.