spare parts ⁽²⁾

Thermal service intervals when 2026 AI edge inference pushes a kiosk beyond idle, fixed calendar-based service stops working. Install the cheapest filters and fans, replace them ahead of dust and thermal throttling, and plan gasket and ventilation checks around each AI workload — not on…

Thermal service intervals for always-on edge AI kiosks are shorter than for conventional idle-capable units: continuous AI compute adds sustained heat that accelerates gasket aging, vent-filter loading, thermal-pad degradation, and battery loss. Procurement teams should budget these delta-driven replacement cycles before signing a supply or…