Extract structured invoice data from PDF invoices with inconsistent formats

Vendors send invoices in wildly different PDF formats. Need to extract: invoice number, date, total, line items, tax - even when the PDF is a scanned image or has weird layouts. Generic OCR isn't enough; need structured extraction.