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EDGE-AI5 MIN READ

When does offline fallback matter?

Decide when an edge AI workflow needs offline fallback based on failure effect and detectability.

Network loss is not the failure mode that matters most; the effect of that loss is. In a medication workflow, a silent verification gap is high severity and low detectability unless the system changes state visibly.

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