Capability Hub
Build lasting health data capacity across Africa — technical and community tracks
12,400+
Health workers trained
9
Countries with active programs
91%
Rwanda digitalization (model country)
4.2h
Average outbreak response time
Learning Modules
Health Data Fundamentals
Understanding DHIS2, HL7 FHIR, and African health data standards. Data quality and interoperability.
AI for Health Workers
Using Africare Intelligence AI to interpret disease trends, forecast needs, and generate reports.
LangChain Health Agents
Build AI agents that query health databases using LangChain. Python, tool use, and retrieval-augmented generation.
MLflow for Health AI
Track experiments, version models, and build reproducible ML pipelines for health prediction models.
MLOps & Deployment
Docker, Kubernetes, and CI/CD for health AI systems. The full production engineering stack.
Community Health Leadership
Train local health workers to own digital systems. Based on Rwanda's successful CHW model.
The Rwanda Model
Rwanda achieved 91% vaccination coverage and 92% facility digitalization through community health workers, mandatory health insurance, and committed government investment in digital infrastructure since 2012. Africare's Capability Hub is built to replicate this model across the continent.
See Rwanda in the dashboard