Training records from Western Kenya, a rules-first safety engine, and four channels prepared for a supervised county pilot.
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Training records from Western Kenya
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Counties in Western Kenya training data
WHO
MEC-aligned safety engine (rules-first)
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Channels: WhatsApp, USSD, CHW portal, admin dashboard
Detailed model performance and engineering quality — documented fully in our technical report.
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Holdout AUC-ROC for 12-month discontinuation risk annotation
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Expected calibration error on holdout set
Recognition, conferences, and progress toward field deployment.
June 2026 · HASH Innovation Challenge
ChaguoAI was selected as the leading prototype in a competitive field of regional teams addressing contraceptive decision support across sub-Saharan Africa.
July 2026 · Data Science Africa 2026, Makerere University, Kampala
The ChaguoAI team presented to an international audience of data scientists, public health researchers, and partners at DSA 2026.
2026 · Western Kenya
Multi-channel intake and the CHW recommendation portal are being prepared for county health system partners in Siaya and Busia.
We are seeking MOH Kenya endorsement and pilot implementation partnerships with county health systems in Western Kenya.