{"name":"Talonic","description":"The schema layer for enterprise data. 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."}}}