Visual agents that read the messy paperwork.

Faxes, handwritten intakes, phone photos, and skewed scans come back as clean text. The pen strokes and the printed labels are reconciled into one record, so a back office stops retyping referrals into the EMR by hand.

Demographics, conditions, medications, allergies, and surgical history come back as typed, schema-validated JSON. Checkbox grids become booleans and medication lists become rows, ready for an EHR or FHIR resource without a cleanup pass.

One inbound fax is often a claim, an insurance card, a history, and a referral stapled together. Orion classifies every page, routes each to the right schema, and reconciles the pieces into one record, cross-referencing across pages in a single call.

Every field comes back with the box it was read from, its page, and a confidence score. A reviewer clicks straight to the number on the lab report instead of trusting a retyped value, which is what makes the workflow auditable.