AfriHealth AI: Unified 3-in-1 Voice Care Suite

MODULE 1

Frontline Community Triage Agent

Empowering Community Health Workers (CHWs) with voice-driven Amharic-English diagnostic triage.

Noise Suppression: Active Mode: Amharic-English Code-Switch

Select Clinical Audio Preset or Record Live

Ready to record or run pre-loaded sample

Audio processed via Intron Sahara v2.5 ASR Engine

Intron Sahara v2.5 Code-Switched ASR Stream Confidence: --%

Click a preset above or tap the microphone to begin code-switched speech recognition...

Extracted Medical Entities

Awaiting audio processing...

Triage Classification

Pending Processing

Actionable referral recommendation will be generated automatically.

CLINICAL GOLD STANDARD

3-Model ASR & Clinical Benchmarking Engine

Consuming clinician-annotated Gold Standard cases to measure WER, CER, Clinical Factuality, and Harm Prevention.

Active Case Filter:

Duration: 71.8s Code-Switching: 63.5% Amharic / 36.5% English

Raw Ground-Truth JSON payload (GOLD-ETH-001)

WER % vs CER % Comparison (Lower is Better)

Aggregated Corpus

Clinician Human-In-The-Loop (HITL) Scores

Speech AI Model	WER	CER	Factuality	Safety

Lead Clinician Audit Notes:

Intron Sahara v2.5 maintains accurate phonetic grounding for local disease descriptions without hallucinatory translations.

Live Levenshtein Edit-Distance Calculator

Formula: WER = (S + D + I) / N

Reference Verbatim Ground Truth ($T_{gold}$)

Hypothesis ASR Model Output ($T_{hyp}$)

Calculated WER: --% Calculated CER: --%

AfriHealth AI Unified Care Suite

Frontline Community Triage Agent

Select Clinical Audio Preset or Record Live

Extracted Medical Entities

Triage Classification

Voice Intake & EHR Integration Engine

Doctor-Patient Code-Switched Conversation

Auto-Filled EHR Medical Chart

Post-Care Autonomous Voice Agent

Outpatient Call Simulator

Outbound Voice Interaction Transcript

Parsed Status

Escalation Queue

3-Model ASR & Clinical Benchmarking Engine

WER % vs CER % Comparison (Lower is Better)

Clinician Human-In-The-Loop (HITL) Scores

Live Levenshtein Edit-Distance Calculator

System Setup & Hardware Diagnostics

Frontline Community Triage Agent

Select Clinical Audio Preset or Record Live

Extracted Medical Entities

Triage Classification

Voice Intake & EHR Integration Engine

Doctor-Patient Code-Switched Conversation

Auto-Filled EHR Medical Chart

Post-Care Autonomous Voice Agent

Outpatient Call Simulator

Outbound Voice Interaction Transcript

Parsed Status

Escalation Queue

3-Model ASR & Clinical Benchmarking Engine

WER % vs CER % Comparison (Lower is Better)

Clinician Human-In-The-Loop (HITL) Scores

Live Levenshtein Edit-Distance Calculator

Sahara v2.5 Winning Strategy: Unified Care Suite

End-to-End Care Continuum Strategy

1. Architectural Breakdown

2. Benchmarking Compliance

3. Technical Governance & Privacy