Your agent can read documents like databases.

01 THREE WAYS TO INTEGRATE

Pick the path that fits your stack.

curl -X POST https://api.talonic.com/v1/extract \
  -H "Authorization: Bearer $TALONIC_API_KEY" \
  -F "file=@invoice.pdf"

npm install @talonic/node

import { Talonic } from "@talonic/node";
const client = new Talonic({ apiKey: process.env.TALONIC_API_KEY! });
const result = await client.extract({ file_path: "invoice.pdf" });

npx @talonic/mcp

02 RESPONSE SHAPE

What your agent gets back

{
  "extraction_id": "ext_9f8a7b6c",
  "status": "complete",
  "data": {
    "rows": [
      {
        "vendor_name": {
          "value": "Acme Industrial GmbH",
          "confidence": 0.97,
          "phase": 1,
          "reasoning": "Exact match from field registry"
        },
        "contract_value": {
          "value": 248000.00,
          "confidence": 0.94,
          "phase": 2,
          "reasoning": "Extracted from clause 4.2"
        }
      }
    ]
  }
}

Every field carries confidence, phase, and reasoning. Your agent decides which values to trust.

03 COST TRANSPARENCY

Cost on every call

X-Talonic-Cost-Credits: 70
X-Talonic-Cost-EUR: 0.07
X-Talonic-Balance-Credits: 64930

GET /v1/credits/balance

{
  "balance_credits": 64930,
  "burn_rate_30d_credits": 12400,
  "projected_runway_days": 157
}

Track spend per call. Check runway before committing to batch jobs. Auto top-up is human-gated — your agent can request it but can't enable it.

04 FORMATS

Supported formats

25+ formats: PDF, DOCX, XLSX, PPTX, PNG, JPG, TXT, MD, HTML, JSON, CSV, XML, EML, ZIP, and more.