Background Paths
Background Paths

OCRInfrastructureforStructuredData

Upload documents. Extract with providers. Return canonical JSON you can trust.

Production-ready infrastructure

Everything you need to extract structured data from documents at scale.

Multi-provider routing

Route to Veryfi, AWS Textract, Google Vision, and more. Automatic failover and load balancing.

Canonical schema + versioning

Normalized output format with schema versioning. Consistent data structure regardless of provider.

Reprocessing

Reprocess the same document with a different provider. Compare results and improve accuracy.

Audit logs + traceability

Complete audit trail of all operations, changes, and access for compliance and debugging.

Webhooks + integrations

Real-time notifications via webhooks. Integrate with your existing workflows and systems.

Rate limits + cost controls

Configurable rate limits and cost controls. Monitor usage and optimize spend across providers.

How it works

Simple, reliable, and production-ready OCR infrastructure.

Document
OCR
{"merchant": "...""total": "..."}
JSON
01

Upload

Upload documents via API, webhook, or dashboard. Supports PDF, images, and batch processing.

02

Extract

Multi-provider OCR routing with automatic failover. Real-time processing with webhook notifications.

03

Canonical JSON

Normalized output schema with versioning. Consistent data structure regardless of OCR provider.

Security that lets you sleep easy

Enterprise-grade security controls for handling sensitive documents and data.

Data handling & retention

Control how documents are stored, processed, and retained. Configure retention policies and automatic deletion.

Tenant isolation

Multi-tenant architecture with complete data isolation. Each customer's data is logically separated and secure.

Auditability

Complete audit trail of all operations, access, and changes. Export logs for compliance and security reviews.

Integrates with your stack

Use Onyx with your existing workflows, from accounts payable to compliance automation.

AP/Expense
Claims Processing
Fintech
Data Pipelines
Accounting
Compliance

Get started with Onyx

Request a demo to get started with production-ready OCR infrastructure.