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Voice for development · Specced · gated on clinical partnership

MamaVoice

Spoken antenatal guidance and danger-sign triage, with nurse escalation.

Built for Expectant mothers · with clinical partners · Twi first

The model this follows

Jacaranda Health's PROMPTS reaches millions of Kenyan mothers by SMS, with AI triage escalating high-risk cases to human nurses. It works. There is no Ghanaian-language equivalent, and SMS still assumes reading.

How it would work

Voice-first over IVR and WhatsApp. Templated, clinically-approved content only — the model selects and speaks, it never composes medical advice.

Danger signs route immediately to a human. Escalation is the primary path, not the fallback.

Why it is last, not first

This is the highest-harm product in the family. It is deliberately gated behind a mature evaluation harness, a clinical content partner, a medical advisory board and templated-only responses.

We would rather build it slowly than be the reason someone did not go to a clinic.

This is a researched proposal, not a commitment. Nothing here has been validated with a paying customer yet.

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