Tagged “review”
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What a confidence score actually tells you
A confidence score is a model's estimate of its own reading, not the odds it is right. What it measures, and how to set a threshold on it.
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Designing a review queue people actually use
Automated capture still needs human eyes, but only on the right items. What belongs in a review queue, and what should never reach one.
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How accurate is AI receipt scanning?
Accurate enough that reviewing is faster than typing, and never accurate enough to skip reviewing. Which fields you can trust, and which you cannot.
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A quarterly check on your own expense data
Individually correct entries can add up to wrong reports. Six aggregate checks that find the errors no per-receipt review will ever catch.