Domain Arrivals
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Featured in Domain Arrivals · 2026-08-11

ChaguoAI: Contraceptive Guidance on WhatsApp and USSD

chaguoai.com ↗ · Human Services · score 86.0
○Open: public page gives enough substance to understand the site $Paid: pricing, booking, ecommerce, subscription, or paid access is visible ADAds: visible ad load or ad-supported content ✦Pretty: notable design, copy, craft, or presentation ◆Pro: polished, finished-feeling, serious, or operationally mature ◇Niche: specific audience, workflow, or unusually focused use case ◉Human: personal, local, community, civic, handmade, or real-person signal !Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern

A Kenyan decision-support system that helps community health workers and clients navigate contraceptive choices through WhatsApp and USSD.

Why it surfaced

ChaguoAI combines a deterministic WHO eligibility engine with Kenya-specific health guidance, retrieval tools, and a machine-learning model trained on more than 78,000 anonymised family-planning records. Its most important design choice may be the least flashy one: community health workers review and confirm every recommendation, while the system reaches people using basic phones and offline-capable channels.

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This is one of 1,000 discoveries in the 2026-08-11 Domain Arrivals issue.

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