Skip to content

For clinicians

The diagnosis lives in the history.

You know this better than anyone: headache medicine is history medicine. The workup runs on what happened between visits - and fifteen minutes was never enough to gather it.

Partner with FIRYInside the report

Diagnosing a headache disorder depends on many threads at once: the patient narrative, onset and course, frequency, severity, duration, triggers, medication response, red flags, MIDAS and HIT-6 scores, sleep and lifestyle, and family history. FIRY gathers all of them between visits and compresses them into one structured document, the FIRY Report.

A complete workup holds all of this at once

Patient narrativeOnset & courseFrequencySeverityDurationTriggersMedication responseRed flagsMIDASHIT-6Sleep & lifestyleFamily history

The FIRY Report holds it for you.

FIRY Report

Prepared for your review

  • Narrative clinical course

  • ICHD-3 differential & red flags

  • Headache analytics

  • MIDAS & HIT-6 trends

  • Medication adherence

  • Medication-overuse risk

  • Next steps & guidance

Built from the patient's longitudinal record. Supports your judgment; never replaces it.

Meet FIRY

Built so every patient arrives already worked up

Because the history is the diagnosis.

Headache medicine runs on what happened between visits - and that is exactly what a fifteen-minute appointment cannot reconstruct. Patients forget, compress, and round off. Every workup that starts from a partial history inherits its gaps.

Ember keeps the history alive.

Between visits, your patients talk to Ember, FIRY's AI companion. It takes a structured headache history mapped to ICHD-3, screens for red flags from the first message, tracks MIDAS and HIT-6 over time, and records medication response as it happens - not as it is remembered.

The FIRY Report, at the point of care.

One structured summary, organized the way you think. The visit starts at the decision, not at the data gathering.

Seven sections, organized the way you think

  • Narrative clinical course

    The history of present illness assembled from months of conversations, told in clinical order.

  • ICHD-3 differential with red-flag assessment

    Differential considerations mapped to ICHD-3 criteria, with red flags surfaced explicitly.

  • Headache analytics

    Frequency, severity, duration, and temporal patterns across the full record.

  • MIDAS and HIT-6 trends

    Standardized disability and impact measures tracked between visits.

  • Medication adherence and response

    What was taken, when, and what the patient reported about relief.

  • Medication-overuse risk

    Early signal when acute medication days drift toward overuse thresholds.

  • Next steps and guidance

    Structured items to review together - a starting point, never a directive.

The report supports your clinical judgment; it does not make diagnoses or treatment decisions. Want to walk through one in full? We'll show you.

Evidence

Benchmarked before we ask for your trust

91.7%

Top-1 ICHD-3 diagnostic accuracy

95% CI 78.8 to 94 · 70 cases · American Headache Society 2026, poster CP 17

Same cases, general-purpose LLMs

  • FIRY AI Engine91.7%
  • GPT-5.159.4%
  • Gemini Pro56.5%
  • Gemini Flash34.8%
  • GPT-4.1 Mini26.1%

Method: controlled simulation study; synthetic patient cases with pre-assigned ICHD-3 ground truth. Real-world clinical validation is the stated next step - and partnering clinics are how we get there.

In practice

How FIRY fits your clinic

  1. Patients start with Ember

    Your clinic gets its own branded onboarding page. Patients follow your link, meet Ember, and their record begins - attributed to your practice.

  2. The history accrues between visits

    Headaches, triggers, medications, and standardized measures are captured as they happen - not reconstructed from memory in the waiting room.

  3. You get the FIRY Report

    A structured summary at the point of care, so the visit starts at the decision and not at the data gathering.

From colleagues

What clinicians tell us

  • The history arrives organized the way I think: course, considerations, medication use. It gives me back the first ten minutes of every visit.
    Headache SpecialistUses the FIRY Report in clinic
  • Most of my headache patients see me four times a year. Now I can see what happened in the other 361 days.
    Family PhysicianPrimary care

Partnership

Bring the FIRY Report to your clinic

A short conversation with the founding team: walk through a full report, ask the hard questions, and decide with the facts in front of you.

Start a partnership

No obligation. We reply within two business days.