Table extraction is more than cell detection
Useful table extraction has to understand headers, row boundaries, wrapped descriptions, subtotals, multi-page continuation, and the document type behind the table. Cogneris returns table rows as structured arrays with confidence and source citations.
| Document | Tables to extract | Validation |
|---|---|---|
| Invoices | Line items, quantities, unit prices, tax, totals | Subtotal, tax, and total reconciliation |
| Bank statements | Transactions, dates, descriptions, balances | Opening and closing balance checks |
| Claims packets | Services, repairs, bills, estimates, policy rows | Required fields, dates, and duplicate checks |
Designed for review and audit
Each row can carry page references, source regions, validation status, and reviewer actions. That makes it easier to inspect exceptions without rerunning OCR or manually tracing values through the original PDF.