Intelligence Feed

NGO & Government Portal

AI-powered outbreak intelligence, risk forecasting, and intervention planning for policy makers and humanitarian organizations.

Outbreak DetectionRisk ForecastsAI Insights

Outbreak Detection

Global Outbreak Intelligence Map

Real-time outbreak clusters with severity indicators across monitored regions

Severity
Critical
High
Moderate
Watch
15Active Clusters

Early Warning Alerts

Real-time AI-generated alerts from sensor network

Cholera Surge - West Africa
critical

Signal density 340% above baseline in Sahel region. Immediate intervention recommended.

8 min ago
94% confidence
Malaria Spike - East Africa
critical

Unusual seasonal pattern detected across Great Lakes. Cross-border coordination needed.

22 min ago
91% confidence
Dengue Cluster - SE Asia
high

New cluster formation in Maritime SE Asia. Accelerating over 72-hour window.

45 min ago
87% confidence
Typhoid Warning - South Asia
high

Water contamination signals elevated in 4 monitoring zones.

1.2 hr ago
82% confidence
Respiratory Anomaly - Andean
warning

Unclassified respiratory signals rising in 2 districts. Under AI analysis.

2 hr ago
68% confidence

Rising Outbreak Clusters

AI-identified geographic clusters showing accelerating disease spread

AI Anomaly Detection

Machine learning flags unusual signal clusters that deviate from baseline patterns

Normal signals
Detected anomalies

Risk Forecasts

Forecast Heatmap

6-week outbreak risk projections by region

City-Level Outbreak Trends

Weekly case progression across highest-risk urban centers

Regional Risk Level Indicators

Composite risk scores combining outbreak velocity, healthcare capacity, and population density

West Africa
92/100
critical
CholeraMalariaLassa Fever
East Africa
78/100
high
MalariaTyphoid
South Asia
88/100
critical
DengueCholeraTyphoid
Southeast Asia
65/100
elevated
DengueRespiratory
South America
52/100
moderate
DengueZika
Central Africa
74/100
high
EbolaMalaria
Middle East
38/100
low
MERSCholera
Central America
45/100
moderate
DengueChikungunya

AI Insights

AI Intervention Recommendations

Prioritized action items generated from outbreak intelligence

1

Deploy mobile vaccination units to Sahel corridor

Immediate

Cholera signals 340% above baseline. ORS stocks critically low in 3 districts.

Est. 12,000 lives protectedWest Africa
2

Establish cross-border disease surveillance protocol

Immediate

Outbreak cluster spanning 3 countries in Great Lakes region shows coordinated spread.

Est. 8,500 early detectionsEast Africa
3

Pre-position dengue treatment supplies

Within 7 days

Forecast model predicts 65% risk increase in Maritime SE Asia within 3 weeks.

Est. 5,200 hospitalizations preventedSE Asia
4

Scale water purification distribution

Within 14 days

Typhoid signals correlate with contaminated water sources in 4 South Asian zones.

Est. 3,800 infections preventedSouth Asia
5

Fund community health worker training

Within 30 days

Early detection capacity gaps identified in rural Andean communities.

Est. 2,100 faster diagnosesSouth America

Funding & Supply Prioritization

Current allocation vs. identified funding gaps (USD millions)

Supply Priority Queue

Oral Rehydration Salts

2.4M units needed

35%
Rapid Diagnostic Tests

1.8M kits needed

42%
ACT Antimalarials

890K courses needed

58%
IV Fluids

560K liters needed

28%
Protective Equipment

3.2M sets needed

65%
Water Purification

1.1M tablets needed

48%