A convincing field score can conceal a wrong purchase order. Define the complete unit of work, preserve page and row evidence, and calculate the review queue before choosing autonomy.
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A purchasing team uploads multi-page supplier quotes. The assistant prepares purchase orders, but reviewers have found values attached to the wrong line items. All figures below are illustrative.
| Evaluation sample | 100 documents, each with 20 required fields. |
|---|---|
| Field result | 1,960 of 2,000 field values match their labels. The metric does not establish correct row associations. |
| Known critical errors | 40 distinct documents each contain one incorrect critical field; the other 60 have all required field values correct. |
| Incoming volume | 1,000 documents each day. |
| Review estimate | Two minutes per draft. Exception-handling time needs verification. |
| Staffed capacity | 12 reviewer-hours each day. |
Your task. Choose a launch scope and review experience. Define the unit of success, calculate operating capacity and state what evidence would justify more autonomy.
A convincing field score can conceal a wrong purchase order. Define the complete unit of work, preserve page and row evidence, and calculate the review queue before choosing autonomy.
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