Back to Talonic
Card snapshot
talonic.com
·
2026-10-02 05:56:45 UTC
·
d2dc05c2686f5643c906de84b7f11ea1b73b665944f95288a2fed8bd29abfbc1
This is a frozen copy of the agent's agent-card.json as we observed it at the timestamp above. We capture a new snapshot every time the card's content hash changes. Useful for: forensic drift analysis, verifying downstream callers see the right version, reproducing routing decisions made historically.
{
"name": "Talonic",
"description": "The reusable data layer beneath enterprise workflows. Talonic extracts structured data from documents (PDF, DOCX, XLSX, scans, emails), validates against schemas, resolves entities into cases, and delivers workflow-ready data to systems of record. Supports 529 document types, 25+ file formats, per-cell provenance, and confidence scoring.",
"url": "https://api.talonic.com",
"provider": {
"organization": "Talonic GmbH",
"url": "https://talonic.com",
"contact": "info@talonic.ai"
},
"version": "1.0.0",
"documentationUrl": "https://talonic.com/docs",
"capabilities": {
"streaming": true,
"pushNotifications": true
},
"authentication": {
"schemes": [
"bearer"
],
"credentials": {
"description": "API key starting with tlnc_. Obtain at https://talonic.com/docs/authentication"
}
},
"defaultInputModes": [
"application/json",
"multipart/form-data"
],
"defaultOutputModes": [
"application/json"
],
"skills": [
{
"id": "extract-document",
"name": "Document Extraction",
"description": "Extract structured data from any document. Send a file (PDF, DOCX, XLSX, image, scan, email) and receive schema-validated fields with confidence scores, provenance, and reasoning traces. Supports sync, async, and streaming modes.",
"tags": [
"document-extraction",
"ocr",
"pdf-parsing",
"data-extraction",
"schema-validation",
"enterprise-documents"
],
"examples": [
"Extract vendor name, contract value, and term dates from this PDF",
"Parse this invoice and return structured line items",
"Extract all fields from this German energy contract"
]
},
{
"id": "query-registry",
"name": "Registry Query",
"description": "Query previously ingested documents by field values without re-extraction. Filter, search, and materialize data from the field registry. Zero AI calls, zero cost for registry-resolved fields.",
"tags": [
"document-search",
"field-registry",
"data-query",
"structured-data",
"enterprise-search"
],
"examples": [
"Find all contracts with auto-renew=true and notice period under 30 days",
"Search for documents mentioning Steinbach Energie GmbH",
"List all invoices over 10,000 EUR from Q1 2026"
]
},
{
"id": "manage-schemas",
"name": "Schema Management",
"description": "Create, update, version, and publish extraction schemas. Define field types, validation rules, format constraints, and delivery mappings. Supports JSON Schema, simplified fields, and flat key-type formats.",
"tags": [
"schema-management",
"data-modeling",
"schema-validation",
"field-definitions"
],
"examples": [
"Create a schema for vendor contracts with fields: vendor_name, contract_value, effective_date, term_end",
"List all schemas in the workspace",
"Update the invoice schema to add a line_items array field"
]
},
{
"id": "deliver-data",
"name": "Data Delivery",
"description": "Configure delivery bindings to route extracted data to systems of record. Supports webhooks (HMAC-SHA256), S3, SFTP, Google Sheets, email, and REST endpoints. Includes retry ladders, dead-letter queues, and replay capability.",
"tags": [
"data-delivery",
"webhook",
"erp-integration",
"data-pipeline",
"workflow-automation"
],
"examples": [
"Set up a webhook to receive approved extraction results",
"Configure delivery to Microsoft Dynamics for vendor contracts",
"Replay failed deliveries from the dead-letter queue"
]
},
{
"id": "free-tools",
"name": "Free Document Tools",
"description": "Free browser-based tools at https://talonic.com/tools that demonstrate the Talonic engine. No signup required. Each tool extracts or converts a specific document type: PDF to Markdown, Invoice to CSV, Bank Statement to CSV, Bill of Lading, Certificate of Insurance, Contract, Receipt, Resume, Table Extractor, Handwriting to Text, and an Org Chart Builder.",
"tags": [
"free-tools",
"document-extraction",
"pdf-conversion",
"invoice-extraction",
"contract-extraction",
"receipt-extraction",
"resume-parsing",
"table-extraction",
"handwriting-recognition",
"no-signup"
],
"examples": [
"Convert a PDF document to clean Markdown at https://talonic.com/tools/pdf-to-markdown-converter",
"Extract structured data from an invoice PDF into CSV at https://talonic.com/tools/invoice-to-csv-converter",
"Extract transactions from a bank statement PDF into CSV at https://talonic.com/tools/bank-statement-to-csv-converter",
"Extract shipper, consignee, cargo, and vessel details from a Bill of Lading at https://talonic.com/tools/bill-of-lading-extractor",
"Pull carriers, policies, limits, and dates from a Certificate of Insurance at https://talonic.com/tools/certificate-of-insurance-extractor",
"Extract parties, dates, clauses, and key terms from a contract at https://talonic.com/tools/contract-extractor",
"Extract structured expense data from a receipt PDF or photo at https://talonic.com/tools/receipt-data-extractor",
"Extract name, contact details, and a summary from a resume or CV at https://talonic.com/tools/resume-parser",
"Pull tables from PDFs, DOCX, or images and download as CSV or JSON at https://talonic.com/tools/table-extractor",
"Transcribe handwritten documents, scans, or notes into clean text at https://talonic.com/tools/handwriting-to-text-transcription",
"Build and export an org chart from JSON at https://talonic.com/tools/org-chart-builder"
]
}
],
"links": {
"homepage": "https://talonic.com",
"agents": "https://talonic.com/agents",
"developers": "https://talonic.com/developers",
"apiReference": "https://talonic.com/docs/api",
"openapi": "https://talonic.com/openapi.json",
"mcp": "https://talonic.com/.well-known/mcp.json",
"llms": "https://talonic.com/llms.txt",
"llmsFull": "https://talonic.com/llms-full.txt",
"pricing": "https://talonic.com/pricing",
"security": "https://talonic.com/security"
},
"costs": {
"model": "usage-based-credits",
"currency": "EUR",
"creditsPerEur": 1000,
"basePricing": {
"pageIngest": {
"credits": 100,
"eur": 0.1,
"unit": "per page",
"note": "OCR + Field Registry contribution. Registry-resolved cells cost 0 credits."
},
"registryQuery": {
"credits": 0,
"eur": 0,
"note": "Filtering and searching previously ingested documents is free (zero AI calls)."
}
},
"payAsYouGo": {
"model": "prepaid-credit-packs",
"packs": [
{
"credits": 10000,
"eur": 10
},
{
"credits": 50000,
"eur": 50
},
{
"credits": 250000,
"eur": 250
},
{
"credits": 1000000,
"eur": 1000
}
],
"customAmountEur": {
"min": 10,
"max": 5000
},
"expiryMonths": 12,
"note": "No subscriptions. Flat packs: 1,000 credits = 1 EUR at every size. Purchased inside app.talonic.com."
},
"pricingUrl": "https://talonic.com/pricing"
},
"freeOption": {
"available": true,
"creditCard": false,
"signupUrl": "https://app.talonic.com",
"includedCreditsPerMonth": 5000,
"includedEur": 5,
"hardCap": true,
"description": "5,000 credits/month, no credit card. For prototyping and agent evaluation.",
"freeTools": {
"url": "https://talonic.com/tools",
"note": "No-signup browser tools that run the same engine."
}
}
}