INSIGHTS
AI-driven intelligence to understand what's happening, why it matters, and what to do next.
DATA FRESHNESS
Live • Updated 2 min ago
Overall Resilience Score
72/100
↑ 6.4% vs last 90 days
Total Incidents
1,248
↓ 12.6% vs last 90 days
At Risk Population
2.4M
↑ 8.7% vs last 90 days
Predicted Disruptions
18
↑ 3 vs last 90 days
Est. Prevented Cost
$2.4M
↑ 24.3% vs last 90 days
INSIGHT OVERVIEW
78
WESTLANDS
28
MATHARE
72
CBD
54
EMBAKASI
68
LANG'ATA
AI
KEY INSIGHTS (AI GENERATED)
◈Flood risk has increased by 38% in low-lying areas due to heavy rainfall and drainage blockages.
◈Waste hotspots correlate with higher disease outbreak probability (0.72).
◈Infrastructure deterioration is driving maintenance backlog in roads and bridges.
◈Early signals indicate potential water quality degradation in 3 sub-counties.
TRENDS & PATTERNS
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Road Condition Index
-8.4% vs last 90 days
Waste Generation (Tons)
+14.6% vs last 90 days
Drainage Blockage Rate
+21.3% vs last 90 days
Public Space Usage
+6.8% vs last 90 days
Maintenance Response
-11.2% vs last 90 days
PREDICTIVE OUTLOOK
Disruption Probability (Next 30 Days)
Flooding
High78%
Disease Outbreak
Medium63%
Infrastructure Failure
Medium49%
Water Shortage
Low31%
Traffic Disruption
Low22%
ANOMALIES DETECTED
△Unusual waste spike
DandoraHigh△Water quality drop
KiberaHigh△Traffic flow anomaly
Thika RoadMedium△Illegal dumping activity
KasaraniMedium△Power outage increase
EmbakasiLowAI RECOMMENDATIONS
✓Clear drainage in high-risk zones92%
✓Increase waste collection frequency89%
✓Reinforce road maintenance85%
✓Deploy health surveillance teams81%
✓Optimize water treatment operations78%
INSIGHT CONFIDENCE
85%
High Confidence
Infrastructure
87%
Environment
83%
Health
82%
Social
86%
Economic
84%