Gen AI Leader Google Cloud’s gen AI offerings MEDIUM
PRODUCTION SCENARIO
An accounts-payable team runs Vision API text detection on scanned supplier invoices. It gets raw text back but still needs the invoice number, total, and line items as separate fields.

What is the recommended next step?

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Answer: Use Document AI, which adds form parsing and entity extraction to the OCR

Google's Vision documentation says that for text in scanned documents you should try Document AI, which pairs OCR with structured form parsing and entity extraction. Every Vision route still returns words and where they sit: document text detection only copes with denser pages and handwriting, higher resolution improves reading accuracy rather than output shape, and object localization returns unlabelled boxes.
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