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The safety net. When an inbound fax, web form, or voice order can't be parsed with confidence,
it lands here instead of failing silently. A human confirms or corrects, then it rejoins the live pipeline.
This is the difference between "the AI handles it" and "the AI handles it and you can prove nothing was lost."