Talonic

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.

Skills

• Document Extraction
  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.
  document-extractionocrpdf-parsingdata-extractionschema-validationenterprise-documents
• Registry Query
  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.
  document-searchfield-registrydata-querystructured-dataenterprise-search
• Schema Management
  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.
  schema-managementdata-modelingschema-validationfield-definitions
• Data Delivery
  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.
  data-deliverywebhookerp-integrationdata-pipelineworkflow-automation
• Free Document Tools
  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.
  free-toolsdocument-extractionpdf-conversioninvoice-extractioncontract-extractionreceipt-extractionresume-parsingtable-extractionhandwriting-recognitionno-signup

How to call

https://api.talonic.com

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