City Dashboard

SmartVille — Real-time community metrics & AI insights

3 Active Alerts
Loading...

City Health Index

81 /100
+2.4% vs last week

Ward Score Comparison

Click a bar to focus

❤️ Public Sentiment & Feedback

😊
72%
Positive
Positive
55%
Neutral
25%
Negative
20%

Public satisfaction dropped in Ward D due to municipal waste backlog.

+12%

112

AQI (Unhealthy)
Air Quality Index
-4%

58%

Congestion Index
Traffic Delays
Stable

74%

Usage Level
Water Utility Load
+28%

234

Active Tickets
Citizen Reports
+1.5%

89

Safety Score
Public Safety

AQI Trends (30 Days)

Complaints Volume (30 Days)

Complaint Categories

EcoWatch Agent

Environment & AQI

Active
Monitoring air quality indexes and water reservoir volume forecasts.
Avg AQI: 112

TransitFlow Agent

Mobility & Traffic

Active
Predicting congestion bottlenecks and public transport dispatch delays.
Avg Delay: 13m

CivicVoice Agent

Citizen Sentiment

Active
Analyzing citizen forums, complaints, and ticket resolution speed.
Pulse Index: 72/100

Strategy Engine

Decision Intelligence

Thinking
Synthesizing outcomes and generating high-impact strategic options.
Action Plans: 4 Active

💡 Strategic AI Recommendations

🚨 Active City Risk Queue

CivicMind Intelligent Agent

Equipped with Real-time Ward Data & Decision Scenarios

System Online
Hello! I am CivicMind, your community decision intelligence assistant. I can analyze ward conditions, run predictions, and outline recommendations for SmartVille.

Try selecting one of the suggested prompts on the right or ask me about: "Which ward needs urgent attention?" or "Show flood risk prediction for Ward C."
CivicMind is thinking

Suggested Analytics

Sources Referenced:

  • BigQuery: Ward Sensors
  • BigQuery: Citizen Feedback
  • Vertex AI: Forecasting Engine

🔬 Simulation Parameters

Rainfall Delta (%) 0%

Simulate storm intensities (+100%) or drought conditions (-50%).

Waste Collection Rate Daily

Simulate collection intervals: Daily, Alternate, Weekly, Semi-weekly.

Transit Expansion Budget $0M

Allocate capital budget to construct bus lanes and light rail lines.

Water Restrictions State None

Impose mandatory water consumption limits: Stage 1, Stage 2, or Stage 3.

🔮 Forecasted Impact Overview

Simulated City Score
81 /100
+0 Points Difference
Predicted Risk Mitigation

Metric Impact Comparison (Current vs. Simulated)

📅 Multi-Dimensional 30-Day Forecast

🧠 Predictor Engine Details

Random Forest + LSTM Time-Series
89%
  • Daily precipitation & humidity
  • Industrial zones exhaust volumes
  • Real-time municipal GPS locations
  • Citizen helpline tickets counts
Last model training: 2 hours ago (Vertex AI pipeline)

📊 Risk Factor Analysis

36°C
Ozone Threshold Trigger

Elevated ozone synthesis triggers alerts in industrial corridor.

15%
Pipeline Water Leakage

Unresolved infrastructure leaks degrade water buffer score.

40%
Rainfall Deviation

Drainage throughput capacity reaches threshold limit.

28%
Citizen Grievance Spike

Public transit wait delay feedback correlates with complaints.

Report a Community Issue

📋 Filed Complaints & Resolution Logs