Running agents natively on mobile devices with direct access to device capabilities (via structured APIs) is 11.5% more successful and 95% faster than GUI-based automation approaches.
PalmClaw is a framework that runs AI agents directly on mobile phones, letting them control device features like contacts, calendar, and sensors through structured tool calls instead of simulating screen taps. This approach is faster and more reliable than existing mobile agents that interact through GUI actions.