Invoice work becomes slow when supplier formats vary and staff retype the same fields into a spreadsheet. Extracting text is useful, but it is only the first step: the amount, supplier, and reference still need to be checked.

A workable implementation

Start with representative invoices and extract invoice number, date, line items, and totals into a fixed schema. Check arithmetic and compare supplier identifiers against a trusted record. Place missing fields and mismatches in a review queue before export.

Where human review matters

Keep payment approval outside the extraction model. A plausible bank-account number is not evidence that the account belongs to the supplier. Preserve the original document for comparison.

What to measure

Measure field-level accuracy and minutes spent correcting each document. Evaluate difficult scans and unfamiliar suppliers separately rather than reporting only an average.

How BPV can apply this

BPV can assess an extraction workflow and build the application layer for upload, review, and approved export. The initial scope can stop at a reviewed spreadsheet without changing your accounting system.

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