procurement ⁽²⁾

Without an NPU that fits the workload, your kiosk pilot either stalls on latency or wastes board space and cost. For Q2 2026, edge AI NPU sizing for self-service kiosks must weigh vision and people-counting loads at roughly 4-6 TOPS, facial recognition at 6-10 TOPS,…

Why the AI Architecture Choice Comes Before the Site Survey In any digital signage deployment, the AI architecture decision precedes the site survey: choose where inference runs before you spec a single panel, because that choice drives the processor, memory, and connectivity your whole fleet…