Patient Voice — AI Medical Triage

A project by Qalarc — AI systems studio, Sydney, Australia. Built, shipped and maintained by Qalarc.

Voice-powered AI triage in 50+ languages — routes patients to the right care and exports structured clinical data

PythonFastAPIOpenAI WhisperGPT-4ReactGoogle Sheets API

Patient Voice — AI Medical Triage screenshot

Voice-powered AI triage that speaks more than 50 languages and turns a spoken conversation into structured clinical output.

A patient describes their problem by voice; the system asks clarifying questions, routes them to the right care level, and exports a structured clinical note for the practitioner. The full pipeline — speech recognition, triage logic, note generation — runs without any per-language hand-crafting.

It is a demonstration of voice-first patient intake: the win is lowering the barrier for patients who type slowly, read poorly, or speak a language the front desk doesn't.

Capabilities

Voice conversation in 50+ languages
Adaptive triage routing
Drug interaction screening
Red-flag escalation
Google Sheets export
Built for Heidi Health Hackathon

Patient Voice — AI Medical Triage

Capabilities

Tags