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Firstcall

Pre-launch validation

An on-call case tool for interns and residents

From the first on-call page to the senior report,
prepared in one case.

Interns and residents compare the recording with its transcript, then prepare the chart items to check and a draft senior report, all in one case.

See the case workspace

The work inside the visit

  1. Input · recording
  2. AI · structuring
  3. Intern or resident · confirmation

Pre-launch validation · Judgment and reporting remain with the intern or resident and their senior.

Case workspace

From the recording to the chart check,
inside one case.

The recording and transcript, the problem-oriented record structure and the chart items to check sit on one screen. Interns and residents move between the original and the organized content and confirm it themselves.

Product test screen · synthetic test call

A Firstcall test screen showing the call recording and transcript, a problem-oriented note structure, and chart items awaiting review

The original call and the items to check stay in the same case.

The screen was made from a test call and contains no real patient data. Structured content is compared against the original by the intern or resident.

Open the test screen at full size
  1. 01

    Input · recording

    The shared notification recording and original audio are placed in the case.

  2. 02

    AI · transcription

    Original audio and transcript sit side by side so what was heard can be read again.

  3. 03

    AI · structuring

    Organizes the problem-oriented record flow and the chart items to check.

  4. 04

    Intern or resident · confirmation

    The intern or resident marks each status while looking at the original material.

Handoff and reporting

After confirming the original,
prepare what to report to the senior.

The checklist shows what to confirm; the draft in situation, background, assessment and recommendation order shapes the report. Confirmation, editing and sending remain with the intern or resident.

Product test screen · synthetic test call

A Firstcall test screen with every item on the chart-review checklist marked as not yet verified

Before and after confirmation are kept distinct.

Only the intern or resident marks an item as confirmed, after checking it against the chart and the original material.

Open the test screen at full size

Product test screen · synthetic test call

A Firstcall test screen showing a draft message for a supervising physician and a notice requiring user review

The draft report is edited by hand before sending.

It is a reference draft that organizes the case context in situation, background, assessment and recommendation order. The intern or resident checks the content and tone, edits it, and then reports.

Open the test screen at full size

How to start
in a training setting

After checking the product flow with test calls, we align users, the supervision structure and evaluation criteria with the teaching hospital.

What do AI and the intern or resident each do?

AI prepares the transcript of the shared recording, a problem-oriented record, chart items to check and a draft senior report. The intern or resident compares the original audio with the chart, and confirms clinical judgment and report content within the senior supervision structure.

Are chart checks or report sending automated?

Chart items are marked by the intern or resident. The user reviews and edits the draft report, then sends it. Sending happens only by the user's action. Examination, clinical judgment and treatment decisions remain with clinicians.

How can we take part now?

We accept user tests and pre-launch validation inquiries from teaching hospitals and training programs. Participants, the supervising physician's review method, the synthetic cases to use and the confirmation criteria are agreed first. Do not include patient-identifying information in the inquiry.

Development and validation status

as of 2026.08.11

What testing confirmed,
and what comes next.

Described on the premise that the resident judges and reports to a senior.

Product evidence

Product screens of the reference app for residents

Validation status

Pre-launch validation

Field evidence

Not evidence of adoption by clinics

Teaching hospital inquiry

Teaching hospitals and training programs

Agree with the teaching hospital
on what on-call training will confirm.

We accept user tests and pre-launch validation inquiries from teaching hospitals and training programs. Target users, the supervision structure, the synthetic cases and the confirmation criteria are aligned first.

Teaching hospital validation inquiry

Training setting

Confirm the on-call workflow and the supervising physician's review structure.

User scope

Define the participating interns and residents and the reviewer roles.

Confirmation criteria

Agree on user-test items and stop conditions in advance.