Field notes and methods from the ChaguoAI team. Scan the latest here, then open a note to read it.
Latest
10 August 2026 · ChaguoAI team
Decision support for community health workers: WHO MEC rules first, human confirmation always. ChaguoAI is not a prescribing system, and a health worker reviews every recommendation packet.
8 August 2026
Clients can start intake on WhatsApp or USSD without installing an app.
5 August 2026
Clinical safety is rule-based; machine learning never overrides eligibility categories.
1 August 2026
Software prepares a recommendation packet.
28 July 2026
78,000+ anonymised programme records inform an advisory model; full methodology is in our technical report.
20 July 2026
The portal shows eligible methods, the WHO MEC rationale, methods that were excluded, and a discontinuation-risk note for the health worker.
10 July 2026
Intake can run in Swahili and English so the conversation is not limited to one language.
Technical Report
Read the full methodologyOpen Source
Repository coming soonReproducibility Package
Reproduce our ML results