ChitiGIS / Executive Dashboard
Live Sync
3 Alerts
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Municipality Overview
Chitungwiza Municipality · Updated March 2025 · Ward data synchronized
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87,103
Total Households
↑ 1,240 new this quarter
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$2.4M
Rates Revenue YTD
354,472 residents · 87,103 households
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342 km
Sewer Network Mapped
↑ 18 fault alerts active
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7
High-Risk Zones
↓ 2 resolved this month
Live Footprint Map
87,103 households · 25 wards · real GIS data

🗺 Chitungwiza

Georeferenced · WGS84 · 18.1125°S, 31.1139°E

Wards 1–25 · Scale 1:10,000
System Alerts 3 active
Requires immediate attention
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Sewer collapse — Ward 12
Reported 2h ago · Infrastructure
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Rates arrears data pending — link finance GIS layer
Finance · Q1 2025 deadline approaching
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New footprints detected: Seke North
Planning · 48 unpermitted structures
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Water quality report — Ward 7
Health · Cholera risk index elevated
Department Access
Click to jump to module
📐 Planning
💰 Finance
🔧 Infrastructure
🏥 Health
🏗️ Land Admin
🤖 AI Agent
ONLINE USERS
🟢 Finance (3)
🟢 Planning (1)
🟡 Infra (2)
⚫ Health (0)
Rates Collection by Ward TOP 6
2024/25 financial year · % collected vs billed
GIS Map Viewer
Real Leaflet map · Drop your GeoJSON files to load live data
🌍 Street
🛰️ Satellite
🌑 Dark
No layers loaded · Drop a .geojson file on the map
📂 Load GeoJSON Data
🗂️
Drop GeoJSON files here
or click to browse
Supports: .geojson · .json
Polygons · Lines · Points
QUICK LOAD SAMPLES
🏘️ Sample Footprints
💧 Sample Sewer
🗺️ Sample Wards
Loaded Layers 0 layers
No layers loaded yet
🔍 Feature Inspector
Click any feature on the map
Click a feature to inspect its attributes...
📊 Layer Statistics
Load a layer to see statistics.
Urban Planning
Zoning · Permits · Spatial Development Framework · Informal Settlement Monitoring
Zoning Classification Map
34 wards · based on georeferenced footprints
Click zone to inspect
Land Use Zones
By area allocation
Residential Low-Density
28.4 km²
Residential High-Density
14.2 km²
Commercial
3.8 km²
Industrial
2.1 km²
Open Space / Parks
5.6 km²
Informal Settlements
4.3 km²
Permit Applications
Current queue · 2025
RefTypeWardStatus
P-0047ResidentialWard 8Approved
P-0048CommercialWard 3Pending
P-0049ExtensionWard 21Rejected
P-0050ResidentialWard 5Review
Unplanned Structures Detected
AI footprint analysis vs approved plans
48
New structures without permits · Seke North
🔴 Flagged
AI Detected
Finance & Rates
Property rates · Revenue collection · Arrears management · Geo-linked billing
Revenue Collection 2024/25
Monthly · USD ($)
Collection Summary
Financial year to date
Total Billed $3.12M
Collected $2.40M (77%)
Outstanding $720K (23%)
⚠️ In Arrears (3yr+) $218K
Property Rates Register
Geo-linked · 87,103 households · 25 wards
Parcel IDAddressWardUse TypeAnnual RatesStatusAction
CHT-2024-0012314 Seke Rd, Unit AWard 3Residential$48.00Paid
CHT-2024-078237 Zengeza AveWard 12Residential$48.00Arrears
CHT-2024-11402Chitungwiza Clinic RdWard 7Commercial$240.00Partial
CHT-2024-21990Unit N, SekeWard 21Residential$48.00Paid
CHT-2024-33211St. Mary's Rd IndustrialWard 1Industrial$860.00Arrears
Infrastructure & Sewer
World Bank sewer network · Fault detection · Asset management · Roads
Sewer Network Overview
World Bank dataset · 342km mapped · Click node to inspect
342
km Network
18
Active Faults
78%
Coverage
Active Fault Log
Sorted by severity
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Main collector issue — Ward 18 (Seke Unit L)
Severity: Critical · 2h ago · Team dispatched
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Overflow at manhole MH-342 — Ward 6
Severity: High · 1d ago · Pending
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Blocked lateral — 44 Seke Road
Severity: Medium · 3d ago · Scheduled
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Low flow velocity — Ward 19 collector
Severity: Low · AI-predicted risk
Infrastructure Assets
By condition rating
Good
54%
Fair
28%
Poor
14%
Critical
4%
Health & Environment
Disease surveillance · Sewer-health correlation · Environmental risk mapping
Environmental Risk Map
Cholera, typhoid & waterborne disease risk index · correlated with sewer proximity
🔴 High Risk (7 zones)
🟡 Medium (12)
🟢 Low (15)
Disease Incidence by Ward
Reported cases 2024 · geo-tagged
Cholera
72 cases
Typhoid
45 cases
Dysentery
30 cases
Malaria
18 cases
Sewer–Health Correlation
AI-derived spatial relationship
📊 Key Finding (AI Analysis)
Properties within 200m of sewer faults show 3.4× higher waterborne disease incidence. Ward 12 collapse directly correlates with recent cholera cluster.
HWATA — AI Municipal Agent
Spatial intelligence · Natural language queries · Automated analysis · Cross-department insights
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HWATA
Demo Mode · Spatial AI · v2.1
⚠️ DEMO DATA
HWATA · Municipal AI Agent
DEMO MODE
Mangwanani! I'm HWATA, your AI spatial intelligence agent for Chitungwiza Municipality.

⚠️ Demo Mode: I'm currently running on illustrative sample data, not your live GeoJSON layers. My responses below are examples of what HWATA will say once connected to the Anthropic Claude API and your real municipal database.
When fully connected, I will read your actual ward boundaries, building footprints, sewer network, and rates register to answer questions in real time. Try the example queries below to see what's possible.
Which wards have the highest arrears?
Map cholera risk near sewer faults
Detect unplanned structures
Predict sewer failures next 6mo
Generate Ward 4 situational report
HWATA Capabilities
⚠️ Demo mode. Responses are illustrative. Connect an Anthropic API key to activate live spatial reasoning over your real data.
🗺️ Spatial Analysis — Query any layer by geography, proximity, or attribute
🔮 Predictive Alerts — Infrastructure failure, health risk, non-compliance forecasting
📊 Auto Reports — Generate ward reports, council summaries, donor briefs
💰 Revenue Intelligence — Arrears patterns, collection optimization, rate modeling
🏘️ Settlement Detection — Identify new structures via footprint change analysis
Recent AI Tasks
Arrears spatial cluster
Finance · 2h ago · Complete
Sewer failure prediction
Infrastructure · Yesterday · Complete
Quarterly council report
Executive · 3d ago · PDF exported
Reports & Analytics
Auto-generated · AI-assisted · Export ready
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Q1 2025 Municipal Report
Full overview · Council-ready format · AI-generated
Ready to export
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Sewer Infrastructure Report
World Bank format · WASH indicators · Fault analysis
Generating...
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Rates Arrears Spatial Analysis
Ward-level · Predictive · Finance dept
Ready to export
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Urban Growth Assessment
Footprint change detection · 2020–2025
Ready to export
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Health Risk Spatial Report
WHO format · Disease–infrastructure correlation
Ready to export