JSON that matches your workflow
Generic OCR text still leaves your team with parsing work. Cogneris converts documents into predictable JSON objects: top-level fields, nested tables, validation outcomes, source evidence, and review state.
{
"document_type": "bank_statement",
"account_holder": { "value": "Northwind LLC", "confidence": 0.98 },
"transactions": [{ "date": "2026-05-14", "amount": -248.50 }],
"validation": { "status": "review_required" }
}Where documents-to-JSON APIs are useful
Use this pattern for underwriting packets, invoice ingestion, KYC onboarding, claims, contracts, tax documents, bank statements, payroll files, and any workflow where software needs structured data instead of a PDF attachment.