Talonic

{
  "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": 200,
        "eur": 0.2,
        "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."
    }
  }
}