Touch Qualification Re-Baselining for AI Kiosks: A Duty-Cycle Protocol for Self-Service Fleets
Touch qualification re-baselining for AI kiosks is the practice of re-running validated touch-layer tests whenever a deployed fleet’s duty cycle changes — not just at initial certification. Adding on-device edge AI and climbing to a higher memory tier extends session length and interaction density, so…
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