Live — In Daily Clinical Use at Allergy Affiliates

Allergy AI That Works in a Real Clinic

Structured notes that understand allergy. Skin tests measured from photos, reviewed by nurses. Cross-reactivity surfaced during the visit. One patient context across all of it.

Over 1,000 FDA-cleared AI medical devices exist — none built for allergy. Medora is the AI layer the specialty has been missing, built inside a working allergy practice.

What AI Does in Medora Today

Four jobs, all live in production — none of them experiments

Documentation That Understands Allergy

Ambient capture during the visit becomes a structured SOAP note with allergy-specific assessments, pertinent negatives, and per-diagnosis plans. Every line traces back to the conversation.

  • Allergy vocabulary built in — immunotherapy, cross-reactivity, controls
  • Pertinent negatives captured automatically
  • Evidence-linked: click any SOAP line, see its source
  • More on the Scribe

Skin Tests Measured from Photos

The nurse photographs the panel; AI suggests per-site wheal and flare measurements with confidence scores and pre-fills the sheet. The nurse reviews every reading — AAAAI conventions throughout.

  • SPT and intradermal (IDT) in one workflow
  • Histamine and saline control validation
  • Nurse review on 100% of readings
  • More on Skin Testing

Cross-Reactivity Intelligence

AllergenIQ surfaces clinically relevant cross-reactivity patterns during the visit — not after it — from the same patient context the Scribe and skin testing already share.

  • Allergen identification from the conversation
  • Cross-reactivity patterns surfaced in-visit
  • Risk-ranked clinical findings
  • Shared context with every other module

Live Interpretation

Spanish-speaking visit? The patient scans a QR code and sees the conversation in Spanish on their own phone — no phone vendor, no third party on the call. The note still generates in structured English.

  • No app install — just a QR code
  • Same patient context, two languages
  • Structured English note from a bilingual visit
  • No per-minute interpreter fees

Why Generic Medical AI Fails in Allergy

Allergy is a specialty of structured measurement and dense terminology. General-purpose tools weren't built for it.

They Don't Know the Vocabulary

Wheal versus flare. Histamine controls. Build-up versus maintenance immunotherapy. Oral allergy syndrome versus true food allergy. Generic models transcribe these wrong — or worse, paper over them.

Medora is allergy-specialized — trained on thousands of real allergy encounters.

They Can't See the Skin Test

A scribe that doesn't know what the SPT measured writes an incomplete note. Allergy decisions hinge on structured measurements that generic documentation AI never touches.

Scribe knows what the SPT measured — because they share the same patient context.

They Weren't Built in a Clinic

Most medical AI is built in an office and demoed in a lab. Medora was built inside a working allergy practice, by an engineer-founder and a board-certified allergist, and is used there for real patient care every day.

Built with allergists, for allergists — see how we validate.

The Rules Our AI Is Built By

Assistive, honest, and accountable — or it doesn't ship

100%

Human-Reviewed

Every skin-test measurement is nurse-reviewed. Every note is provider-signed. The AI suggests; the clinician decides.

~80%

Within 1 mm — Published

We publish real accuracy numbers from clinical use, not marketing claims — and we say plainly what we're still improving.

1,700+

Labeled Sites & Growing

Every nurse correction becomes training data. The system the clinic uses today gets measurably better every week it's used.

Every

Claim, Sourced

Evidence Mapping links every SOAP line to the moment in the visit it came from. If it isn't in the audio, it isn't in the note.

Common Questions About Allergy AI

Straight answers, the same ones we give in demos

What is allergy AI?

AI built specifically for allergy practice — documentation that knows the terminology, skin-test measurement from photos, cross-reactivity intelligence, and interpretation, sharing one patient record. Not a generic medical model with allergy bolted on.

Does it replace the allergist or nurse?

No. Medora is assistive by design: the AI suggests, the clinician decides. Nothing is finalized without a human — not a measurement, not a note, not a result.

How accurate is it?

On skin-test panels, AI measurements currently land within 1 mm of the nurse about 80% of the time — real numbers from real use. Every correction feeds the training loop, so it improves continuously.

Is it HIPAA compliant? A medical device?

HIPAA-compliant infrastructure, signed BAA, encrypted at rest and in transit. Medora is assistive workflow software — it does not diagnose, and it is not a diagnostic device. The clinician makes every clinical decision.

See Allergy AI in a Real Workflow

Watch a real visit go from conversation to signed, evidence-linked note — and a real skin test panel go from photo to structured result. Then ask us anything, including what doesn't work yet.

Built inside a real allergy clinic HIPAA-compliant · BAA signed Live at Allergy Affiliates