Cario
Own product · pre-launchThe problem
A used car is the biggest purchase most people make on a guess. Owners of Toyota Corollas in Poland had no honest way to know what service is due, what a fair repair costs in złoty, or what their car is actually worth.
What I built
A mobile app on a measured data engine: a 47-point pre-purchase inspection, indicative repair costs in złoty, a value model by year, engine and mileage, and known-failure data read from hundreds of thousands of real inspections.
How it was done
The same discipline sold on the services page: every figure sourced, every claim checked twice, honest gaps shown as gaps. Built end to end by one person, from the data pipelines to the screens.
45 397Corollas counted in Poland
221 847inspections read
47checks in the inspection
32parts priced, verified twice
258automated tests passing
Sources: CEPiK national registry · UK DVSA MOT (Auris platform proxy) · NHTSA · fleet-verified PLN price research