Document Community Triage by Voice with Frontline Triage

Use the Frontline Triage module to record Amharic-English triage conversations, extract medical entities, and get a draft referral recommendation.

The Frontline Community Triage Agent (Module 1) supports community health workers (CHWs) with voice-driven triage documentation. It runs with noise suppression active and in Amharic-English Code-Switch mode, so workers can speak naturally across both languages.

Gold Standard cases

Five pre-loaded cases let you try the module without recording live audio:

Case	Scenario
Case 1	Acute Emergency (Chest Pain & Fever)
Case 2	Maternal Post-Op Follow-up
Case 3	Pediatric Respiratory & High Fever
Case 4	Acute Gastroenteritis & Dehydration
Case 5	Chronic Hypertension & Diabetes Follow-up

Record a triage conversation

1. Choose your input

   Select a Gold Standard case, or tap the microphone to record live.

2. Review the recording

   Before upload, use Review saved recording before upload to listen back. Select Download local copy to keep a copy.

3. Upload to the speech engine

   Select Save and upload recording to Intron. Audio is processed by the Intron Sahara v2.5 ASR engine.

4. Check the results

   Review the transcript and its Confidence score, the Extracted Medical Entities, and the Triage Classification.

5. Share the recommendation

   Select Speak recommendation aloud to have the referral recommendation read out.

The triage classification and referral recommendation are decision support. A qualified clinician must verify them. The module does not diagnose or dispatch care.

Next steps

• Voice EHR Intake
• Supported Languages