Jagarin is a three-layer architecture for personal AI agents on mobile devices that resolves the deployment paradox through structured hibernation and demand-driven wake. It consists of DAWN, an on-device scoring engine, ARIA, a commercial email identity proxy, and ACE, a protocol for machine-readable communication from institutions to agents.