Panshi

Convert an invoice to JSON

Turn invoice images or PDFs into structured JSON — vendor, invoice number, line items, totals — ready for your system.

Accounts-payable automation lives or dies on getting invoices into structured data. Every vendor formats theirs differently, so rigid templates break constantly and manual keying doesn’t scale.

OCR Extract reads an invoice image or PDF and returns clean JSON with the fields you need — vendor, invoice number, dates, line items, tax and totals — that you can post straight to an API or import into your ledger.

Pipe the JSON into Text-to-SQL to load and reconcile it, and you’ve replaced a tedious data-entry step with a single upload.

The tool for this

🔍OCR Extract

Upload an image or PDF and pull out the data — text, structured JSON, tables to CSV, contacts.

Try OCR Extract →

Frequently asked questions

How do I convert an invoice to JSON? +

Upload the invoice image or PDF; OCR Extract returns structured JSON with vendor, number, line items, tax and totals.

Does it work across different invoice formats? +

Yes — it reads the content rather than relying on a rigid template, so varied vendor layouts work.

Can I load the JSON into my database? +

Yes — use Text-to-SQL to generate the load/reconcile queries from the structured output.

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