Background Paths
Background Paths

About Onyx

Onyx is OCR infrastructure for structured data.
We help teams turn messy documents—PDFs, scans, images, and emails—into reliable, canonical JSON that downstream systems can trust.

What we do

Document ingestion

Upload or send documents via API.

Extraction orchestration

Route to one or multiple OCR/extraction providers.

Canonicalization layer

Normalize outputs into a consistent schema (fields, types, units, dates).

Quality & confidence

Provide validation signals so you can automate safely.

Auditability

Keep traceable results (inputs, outputs, provider metadata).

Who it's for

Onyx is built for teams dealing with high-volume or high-stakes document flows, including:

Finance & accounting (invoices, receipts)

Operations (packing slips, BOLs)

Insurance & claims (forms, statements)

Healthcare admin (non-clinical paperwork)

Any workflow where structured data powers automation

Why it matters

OCR is not the hard part—trust is.

Onyx makes extraction dependable by standardizing output and providing a foundation for automation.

Want to see it on your documents?

Click Request a demo and tell us your use case.