5 August 2026 · Clinical team
How we align with WHO MEC
Clinical safety is rule-based; machine learning never overrides eligibility categories.
- Methods
- Policy
WHO MEC categories are implemented as fixed clinical rules. Each client profile is mapped to eligibility before retrieval-augmented generation produces counselling language grounded in Kenya MOH and WHO publications.
Discontinuation risk scores are advisory annotations for health workers only — shadow mode during piloting. Nothing unsafe can be recommended because the safety layer cannot be bypassed by the language layer.