Parsers
37 parsers for
financial documents.
Each parser is built for a specific document type. You get typed JSON with every field and a confidence score on each one, not raw OCR text.
MIT licensed. Self-hostable.
- POST
/v1/parse - POST
/v1/parse/batch - GET
/v1/parsers
Why purpose-built parsers
Structured data,
not a wall of text.
Generic OCR gives you text. Moneyline gives you the account holder, the ending balance, every transaction, and the confidence of each field.
Every document type finance sees
Bank, brokerage, and credit card statements. W-2, W-4, 1040, 1098, every 1099, K-1, 5498, 1095. Invoices, P&Ls, balance sheets, loan agreements.
Fields you can query
Account numbers, dates, amounts, line items, and tables mapped to a stable schema per document type.
Confidence on every field
Know which values to trust and which to send for review.
Versioned output
Parser schemas are pinned per version. Upgrades do not break your downstream code.
More of the platform
Start processing
documents in 5 minutes
Install the SDK, authenticate, and parse your first document. No credit card, no sales call.