How do I extract data from receipts, invoices, and bank statements?
Use document-specific extraction templates that understand each document type: receipt line items, invoice totals and payment terms, and bank statement transactions and balances.
Short answer
Use document-specific extraction templates that understand each document type: receipt line items, invoice totals and payment terms, and bank statement transactions and balances.
What this means in practice
Each document type needs its own schema and validation rules. Treating every file as generic OCR text creates fragile downstream parsing.
Cogneris classifies the document first, then routes it to the right extraction schema.