Africa Health Intelligence

Know Your Health System. Before It Fails. Before It Succeeds.

Africa Health Intelligence is the continent’s first real-time, AI-powered health systems intelligence platform. We reconstruct performance from 1950 to today, monitor operational stress monthly, and predict outbreaks before they spread. Built for ministers, planners, donors, and researchers – not as a ranking, but as a diagnostic instrument for resilience and reform.

Download Methodology Summary

AT A GLANCE

The Platform by Numbers

54

African countries
tracked

22

Diagnostic Domains

Monthly

Real-Time Stress
Updates

1950

Earliest Historical
Baseline

1k+

Indicators

Outbreak Prediction

Outbreak Prediction
Horizon

WHAT MAKES AFRICA HEALTH INTELLIGENCE DIFFERENT

Beyond Traditional Health Indices

Historical Depth

Most indices show only the present. We reconstruct from 1950 - capturing colonial legacies, structural adjustment, epidemic shocks, and policy reforms. You see not just where a country is, but how it got there.

Real-Time Operational Stress

While others publish annual reports, we update monthly. Our real-time system tracks outbreaks, stock-outs, ICU occupancy, ambulance response, floods, and heatwaves - so you know when a system is about to fail.

AI + Human Intelligence

AI pre-fills indicators, detects anomalies, and forecasts outbreaks. But final scores and alerts are always validated by country experts and epidemiologists. No black boxes.

Systems, Not Symptoms

We don't just count deaths. We measure governance, financing, workforce, supply chains, infrastructure, equity, and resilience - because outcomes follow structures.

Africa health intelligence data visualization

HOW IT WORKS

From Raw Data to Strategic Action

STEP 1 | Ingest

Data from DHIS2, WHO, climate sensors, mobility feeds, national audits, and LMIS.

STEP 2 | Score

AI evaluates 22 diagnostic domains using a 0-100 scale. Human experts validate every score.

STEP 3 | Signal

The system generates risk signals: Pandemic Readiness, Supply Chain Shock Resilience, Workforce Fragility, Out-of-Pocket Protection.

STEP 4 | Act

Countries receive a Diagnostic Profile, 12-36 month Risk Outlook, and Priority Reform Map.

FEATURED INTELLIGENCE SIGNALS

Intelligence You Can Act On

Health System Coherence

Are governance, finance, and delivery aligned or fragmented?

Pandemic Readiness

Could the country detect and contain a new outbreak?

Supply Chain Shock Resilience

Would global disruptions cause immediate stock-outs?

Out-of-Pocket Protection

Are families being pushed into poverty by health payments?

ROSEW Real-Time Score

Low Stress -> Critical Stress
(updated monthly)

Healthcare Access Equity

Measures how fairly healthcare services are distributed across regions and populations.

LIVE ALERTS (EXAMPLE – DYNAMIC)

Real-Time Operational Stress (ROSEW) – Latest Monthly Update

ROSEW dashboard
Zambia October 2026
HIGH STRESS

ICU occupancy 88% → High Stress. Surge staffing activated.

Mozambique September 2026
HIGH STRESS

Flooding affecting 3 district hospitals → Critical Stress.

Kenya October 2026
ELEVATED

Cholera alert in 2 counties, vaccines dispatched.

EXPLORE ANY COUNTRY

Know Your Health System. Choose a Country.

Kenya Profile Includes

  1. 01. 1950–1999 baseline vs 2000–present trajectory
  2. 02. Scores across all diagnostic domains (0–100)
  3. 03. 30+ derived risk signals
  4. 04. 12-month risk outlook

WHO USES AFRICA HEALTH INTELLIGENCE

Built for Decision-Makers

01

Ministries of Health

budget planning, emergency prep, reform design

02

Central Banks & Finance Ministries

fiscal risk and health spending efficiency

03

African Union & Regional Bodies

continental benchmarking and coordination

04

WHO, World Bank, UNICEF

technical alignment

05

Donors & Philanthropies

ensuring aid aligns with national priorities

06

Researchers & Academics

longitudinal system analysis

TRUST & GOVERNANCE

Credibility by Design

Trust and governance in Africa health intelligence

Country data sovereignty

no commercial sale of raw national data

01/05

Right of reply

governments can challenge scores with evidence

02/05

Independent technical secretariat

no single donor controls the platform

03/05

Public methodology

every indicator defined, versioned, and published

04/05

AI augments, does not replace

human validation is mandatory

05/05