REASONING ENGINE

Interviews that think like clinicians.

Your co-clinician doesn't follow a script. It follows clinical logic — adapting questions in real time based on what the patient describes, just like you would during an in-person interview.

Paper forms don't ask follow-up questions.

A patient checks "chest pain" on a form. That's all you know. Your co-clinician hears "chest pain" and immediately follows up: where exactly? when did it start? does it radiate? what makes it worse? It adapts the interview in real time, following the same clinical reasoning you use.

This is adaptive clinical reasoning, not a flowchart.

02.FRAMEWORKTHREE-CYCLE CLINICAL INTERVIEW

Questions that adapt to what patients say.

CYCLE.0101

Symptom characterization

Onset, provocation, quality, location, severity, timing, associated factors. Systematically cover the dimensions of the presenting complaint.

CYCLE.0202

Associated symptoms

Related complaints that establish clinical context. Headache → vision changes, neck stiffness, photophobia — without being prompted.

CYCLE.0303

Relevant history

Previous similar episodes, chronic conditions, medications, family history. Only relevant history — not a 50-question review of systems.

Why Athel.
Clinical Grade
01

Athel doesn't collect data. It conducts clinical interviews. Built with specialists across cardiology, gastroenterology, and general internal medicine — every question has a clinical reason behind it.

Zero Friction
02

No training. No onboarding. No IT team. A clinic goes live in minutes and the physician never has to touch the system.

Built for Privacy
03

PHIPA and HIPAA compliant. Canadian and US data residency. Every patient interaction protected by the strictest health privacy standards in North America.

Always On
04

Athel doesn't take breaks, call in sick, or miss a question. Every patient gets the same clinical-grade interview. Every single time.

SPECIALTIESPROTOCOL LIBRARY

Custom interview protocols for your specialty.

S-01

Primary Care

Dynamic interview generation. Adapts questions based on chief complaint — symptom onset, character, severity, associated symptoms, relevant history.

S-02

Cardiology

Pre-configured protocols for chest pain, shortness of breath, palpitations, syncope. Auto-elicits cardiovascular risk factors, medication history.

S-03

Orthopedics

Injury mechanism, pain location and character, functional limitation, previous treatments. VAS scoring. Red flag screening.

S-04

Dermatology

Lesion characteristics, duration, changes over time, associated symptoms, sun exposure history, family history of skin conditions.

S-05

Mental Health

Screening instruments delivered conversationally. Risk assessment following clinical protocols. Empathy-calibrated for sensitive topics.

S-06

Urgent Care

Rapid triage interviews optimized for high-volume environments. Automatic risk stratification. Escalation flags for emergency conditions.

Interactive demo · Clinical intake

Hear the Co-Clinician run an intake.

Pick a specialty and press play. The report builds itself while the patient talks, then lands in your EMR before they walk in.

Get started →
JE
Jordan Ellis
34 F · Cough and fever, 5 days
Ready
Same-day visit
Press play to start the interview
The assistant will interview Jordan and draft the report as the answers come in.
0:00 / 1:02Audio
athel.ai/dashboard/reports/gp-je
AI-Powered Medical Interview
Patient Report
General Practice · Same-day visit
Jordan Ellis
DOB 1992-02-14 · 34 yrs · F
Urgency: pending
Symptom screening
0/6 captured
Fever of 38°C or higher?
Productive cough?
Shortness of breath?
Pleuritic chest pain?
Chronic lung or heart disease?
Medication allergies?
Clinical assessment
Waiting for interview

Simulated patients and data for demonstration. Reports are drafted for clinician review.

See the full case study report.

Every capability, every specialty, every spec sheet, in one document.

Athel provides clinical decision support intended to assist healthcare professionals and does not independently diagnose, treat, or replace clinical judgment. Its applicable functions are intended to qualify as non-device clinical decision support under applicable U.S. and Canadian regulatory frameworks.

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Athel provides clinical decision support intended to assist healthcare professionals and does not independently diagnose, treat, or replace clinical judgment. Its applicable functions are intended to qualify as non-device clinical decision support under applicable U.S. and Canadian regulatory frameworks.

Join our newsletter to stay updated!

2026 Athel AI © All right reserved

2026 Athel AI © All right reserved