Inkspan › Guides › Receipt Data Extraction API

Receipt Data Extraction API

Pull structured data out of receipts and statements without training an OCR model. Born-digital PDFs return clean text and tables as JSON, each with a confidence score so you never ingest wrong data silently.

The failure mode that matters is not a crash — it is a receipt parsed into plausible but wrong numbers. Branch on review_recommended and route those documents to a human.

Example

import requests

files = {'file': open('input.pdf', 'rb')}

r = requests.post(
    'https://api.inkspan.dev/v1/extract/tables',
    headers={'X-API-Key': 'ink_live_...'},
    files=files,
)
r.raise_for_status()
print(r.json())

Request parameters

Name	Type	Required	Description
`file`	file	yes	The PDF to extract tables from.

Response

Returns application/json:

{
  "table_count": 1,
  "tables": [
    {
      "page": 1,
      "rows": [
        [
          "Item",
          "Qty",
          "Price"
        ],
        [
          "Widget",
          "5",
          "$10"
        ]
      ]
    }
  ],
  "confidence": 0.95,
  "review_recommended": false
}

Things that catch people out

Always branch on review_recommended. Ignoring it is how false-certain data reaches production.
Not OCR — a scanned table without a text layer yields nothing to reconstruct.
Merged and spanning cells flatten into the grid, so a complex header may not map cleanly onto rows.
Several tables on one page come back as separate entries, each tagged with its page number.

Errors

Status	Meaning	Fix
`401`	Invalid or missing API key	Send your key in the `X-API-Key` header.
`402`	Monthly quota exceeded	The response reports used/quota. Upgrade at inkspan.dev/#pricing.
`422`	Missing or invalid parameter	Check required fields in the table above — the body names the offending field.

Failed requests do not count against your quota; only successful ones are metered.

Frequently asked questions

Is there a free tier?

Yes — 100 documents a month, no card required. Usage-based plans start at $19/month when you outgrow it.

How do I authenticate?

Send your key in the X-API-Key header on every request.

Do failed requests count against my quota?

No. Only successful requests are metered.

Get a free API key →

Full guides for /v1/extract/tables: cURL · Python · Node.js · all guides