Normal Operations

Traffic Command Center

Real-time intelligence · Bengaluru event management

+12.3%
0
Total Events
+5.2%
0
Active Incidents
-3.1%
0.0
Road Closures
+2.1
0.0
Avg EIS Score
+8.7%
0
High Priority
0%
0.0
Unique Zones
+15%
0.0
Officers Required
-5.2%
0.0 min
Avg Duration
Hourly Event Pattern
Events & EIS score by hour of day
Off-Peak
Event Count
EIS Score
Event Impact Score
Current city-wide risk level
43
/ 100
High Risk
City-wide EIS Score
Low (0–20)28%
Moderate (21–40)35%
High (41–60)22%
Severe (61–80)12%
Critical (81+)3%
Loading Traffic Intelligence Map…
Upcoming High Impact Events
Next 60 days · Sorted by impact score
AI Recommendations
Data-driven insights from the RandomForest model
Vehicle breakdowns account for 59.9% of all incidents. Pre-deploy tow trucks on Mysore Road during peak hours.
Friday evening 5–8 PM is the highest risk window — 58% above weekly average. Increase patrol density.
Central Zone 2 generates the most events. Deploy 4 additional officers on Residency Road.
Road closure resolution time improved by 5.2% this period. Current interventions are effective.
Traffic Outlook — Next 30 Days
AI-powered event impact forecasting
Zone Activity
Events per zone — top 6
Live Alerts
Recent incidents
LIVE
Construction
East Zone 2 · 5 min ago
High
Public Event
Central Zone 1 · 8 min ago
Severe
Tree Fall
North Zone 1 · 12 min ago
Severe
Water Logging
East Zone 2 · 15 min ago
High
Vehicle Breakdown
West Zone 1 · 2 min ago
Moderate
View all incidents
AI Models Active
RandomForest · XGBoost · LightGBM · GradientBoosting
Random Forest
Best Model
0.5047
R² Score
488 mins
MAE
8,173 events
Dataset
26 engineered
Features