Zevio delivers discounted access to leading AI models combined with genuine privacy and verifiable settlement on Ethereum. Instead of relying on centralized gateways that track every prompt and build usage profiles, Zevio uses client-held cryptographic notes, zero knowledge proofs, and an onchain vault. This architecture lets users set hard spending limits, maintain complete privacy over their billing history, and receive automatic refunds for unused capacity while every settlement remains publicly auditable. The system serves two distinct groups. Developers and teams reduce their AI inference costs significantly through private billing. Token holders benefit from a sustainable economic model in which 1.5 percent of all ZEVIO trading fees are split equally between subsidizing broader discounts and generating compute credits distributed hourly to wallets holding at least 1,000 ZEVIO. By aligning token ownership with real compute utility and solving the privacy versus transparency tension in AI infrastructure, Zevio creates practical infrastructure for the next wave of AI adoption.