Computer-vision payment platform that fingerprints vehicles to create secure, tap‑less wallets for drivers and fleet managers. Single API for automated, fraud‑proof payments (fuel, parking, tolls, EV charging, car‑wash, access), faster throughput and on‑vehicle authentication for instant upsell.