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

MODULE 1

Frontline Community Triage Agent

Supporting community health workers (CHWs) with voice-driven Amharic-English triage documentation.

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

Select Clinical Audio Preset or Record Live

Ready to record or run pre-loaded sample

Recording language

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.

EVALUATION

ASR Benchmark Matrix

Separates illustrative fixture values from AfriSwitch and simulated clinical benchmark evidence. Metrics are for evaluation and error analysis, not clinical performance claims.

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

Clinician Review 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 Voice Follow-up

Outpatient Call Simulator

Outbound Voice Interaction Transcript

Parsed Status

Escalation Queue

ASR Benchmark Matrix

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 Voice Follow-up

Outpatient Call Simulator

Outbound Voice Interaction Transcript

Parsed Status

Escalation Queue

ASR Benchmark Matrix

WER % vs CER % Comparison (Lower is Better)

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

Live Levenshtein Edit-Distance Calculator

AfriHealth AI Product Strategy

Clinician-Reviewed Care Workflow

1. Architectural Breakdown

2. Benchmarking Compliance

3. Technical Governance & Privacy

4. Project Team