Study deck / task 5.5

Route human review with segmented, calibrated evidence

Domain 5 decks

problem / slide 1 of 5

Why segment before automating matters

An aggregate is weighted by volume and can remain excellent while a rare, high-impact format fails often. A 97% overall extractor still routes handwritten receipts when that segment measures 61%.

Segment before automating

Why it matters

An aggregate is weighted by volume and can remain excellent while a rare, high-impact format fails often.

Example

A 97% overall extractor still routes handwritten receipts when that segment measures 61%.

Slide 1 of 5

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