Sibuko Semphilo is a secure mobile executive dashboard providing Ministry leadership with instant access to key health program indicators — from any location, at any time.
Sibuko Semphilo — meaning "health monitoring" — is a secure mobile executive dashboard developed by the Ministry of Health, powered by Data.FI. It bridges the gap between complex health information systems and the executives who need to act on that data — from any location, at any time.
Live KPIs including ART, viral load suppression, coverage, and program statistics.
Trend analysis, regional comparisons, and program-level breakdowns by age and sex.
Ask complex data questions in plain English and receive instant, referenced answers.
JWT authentication, AES-256 encryption, auto-logout, and full audit logging.
Getting started with Sibuko Semphilo is straightforward. Follow the guide below to download, register, and begin exploring your health data.
Search for "Sibuko Semphilo" on the Google Play Store or Apple App Store and install the application on your device.
Register with your official Ministry of Health email address, or sign in with your existing credentials. All access requires an official email.
Navigate to the Overview or Analytics dashboards to monitor KPIs, review program statistics, and explore charts by region, age, or sex.
Type any question about your health data in plain English. Umntjoli AI will retrieve the answer and reference the underlying reports.
Sibuko Semphilo uses a layered cloud architecture, transforming raw CMIS records into actionable executive insights in real time.
The Client Management Information System operates across 250+ health facilities. Data is extracted from line-list sources via an ETL pipeline.
A SQL Server staging database (EswatiniHealth_Staging) with denormalized fact tables, refreshed daily and exposed via aggregation views.
A secure RESTful API handles JWT authentication and serves aggregated data. A companion AI model powers Umntjoli natural language queries.
The Angular PWA (built with Capacitor for Android and iOS) presents live KPIs, charts, and AI responses to Ministry leadership.
Every component is chosen for performance, security, and long-term maintainability — aligned with Eswatini Ministry of Health digital health standards.
Cross-platform progressive web application compiled for native Android and iOS via Capacitor.
RESTful API layer managing all endpoints, business logic, and JWT-based authentication.
Denormalized fact-table staging database with optimised aggregation views for real-time reporting.
Natural language query engine enabling executives to ask plain-English questions against live health data.
End-to-end encryption for data in transit and at rest, with certificate pinning and full audit logging.
Integrates with the Client Management Information System across 250+ facilities
Developed in Partnership With
Ministry of Health
Strategic Implementation
Eswatini Communications Commission
Data for Implementation