Edge AI systems bring inference to where the data originates — to the machine, the substation, the camera. We ran a compact edge system in continuous operation and recorded the most important real-world findings.
Compute at the edge
For classic vision models, the integrated NPU is sufficient even without a dedicated GPU. What matters is less the peak figure than sustained performance under thermal load in a fanless enclosure.
Interfaces & mounting
- 2× GbE, one of them with PoE out
- Wide-range 9–36 V input for the control cabinet
- DIN rail mounting, extended temperature range
The board we used in this test is available right here:
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3-axis eCompass
Lead time on requestVerdict: a solid building block for distributed edge sites — provided the thermal concept matches the installation environment.
