From the source
For compliance officers, auditors, and legal teams, that missing link means more manual review and less confidence.
With Location Coordinates (Beta) in Upstage Information Extract, every extracted value is paired with its exact position on the page—making document AI not only powerful, but also transparent.
Why is it needed?
Simply extracting values is not enough in many workflows.
Users and auditors often need to know where in the document the value was found.
This is critical for highly regulated industries and also improves user trust.
When is it useful?
Contract review : Highlight clauses so legal teams can quickly verify them Compliance : Retain both extracted data and source location for audit trails Financial reporting : Trace figures in bank statements or balance sheets back to the exact page and line item for transparent reconciliation Example use case : Extract a contract’s effective date while also storing the exact location in the PDF.
Request extraction_response = client.chat.completions.create( model= "information-extract" , messages=[ ...
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