Extract Document Data

Extract structured JSON from documents with per-value grounding: every extracted value cites where it came from (page number, confidence), and values that aren't clearly present are reported in not_found rather than hallucinated. Uses the Stipple API (free anonymous tier).

When to use

• Parsing payslips, invoices, bank statements, receipts, or contracts
• Converting unstructured documents to JSON for downstream systems
• Any extraction where hallucinated values are worse than missing values (lending, accounting, compliance)

Instructions

1. Get the document. URL or local file path (PDF, PNG, JPEG, DOCX).