Tagged “ai”
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OCR is not data extraction
Reading the characters on a receipt and knowing which of them is the total are two different problems. Confusing them explains most disappointment.
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What AI expense categorisation gets right and wrong
Automatic categorisation is excellent at repetition and poor at intent. The split explains which expenses you can automate and which need a human.
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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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How AI receipt scanning works, end to end
A receipt goes from a photo to a categorised line in your books in five stages. Here is what happens at each one, and where each one breaks.