Solution
Edge AI / machine vision
Our higher-spec box PCs (Intel Core i5/i7 with active cooling, PCIe expansion) and select panel PCs handle frame capture and on-device inference for quality, defect, and OCR pipelines without sending data off the line.
Requirements
What this environment demands
01
Sustained compute
Inference under sustained load means thermal headroom — fans and heatsinks sized for full-boost-forever.
02
PCIe expansion
For an external GPU, a 10 Gb capture card, or a TPU accelerator.
03
Low-latency I/O
Multiple cameras, deterministic triggers, and Industrial Ethernet endpoints on the same box.
Why us
Why Panelmate for Edge AI
- Active thermal management keeps Core i7 boost under continuous load
- PCIe x4/x8 slots on our BX series for GPU or capture-card expansion
- Wide voltage + extended temperature so the box ships next to the cameras, not in a server room
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