๐Ÿ›๏ธ Track 1: AI for Digital Public Infrastructure & Governance
โœจ Digital Public Infrastructure & Governance

CivicPulse AI

"Turning Citizen Voices into Community Priorities"

Traditional municipal grievance portals fail because citizen requests remain scattered and unranked. CivicPulse AI aggregates community development requests, evaluates urgency, population impact, and infrastructure risks, and calculates transparent, ranked priorities for city administrators.

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Direct Citizen Requests

Citizens submit local infrastructure issues specifying affected households and severity to ensure no neighborhood is overlooked.

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Transparent Priority Engine

Priorities are calculated through objective rules based on urgency, people affected, and public health/safety risk.

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Decision-Maker Hotspots

Government teams instantly see demand hotspots and critical needs, directing municipal capital where it delivers maximum public impact.

Citizen Participation

Citizen Request Form

Submit an infrastructure or civic problem in your area. Your request will be evaluated using transparent rules and prioritized on the community dashboard.

Administrative ward or custom neighborhood where the issue is situated
Type of infrastructure or civic service
Approximate residents, commuters, or households impacted
Assessment of threat to health, safety, or transit
Language:
0 / 500 characters
Government Decision-Maker Overview

Government Dashboard

Synthesized civic intelligence showing aggregate citizen requests, high-priority emergencies, category leaders, and demand hotspots for resource allocation.

Total Citizen Requests ๐Ÿ“‹
Not Available
Live reports syncing...
Not Available Pending • Not Available In Progress • Not Available Resolved
High-Priority Requests ๐Ÿšจ
Not Available
Critical Requires urgent administrative review
Most Reported Category ๐Ÿ’ง
Not Available
Not Available
Highest Request Area ๐Ÿ“
Not Available
Not Available

๐Ÿ™๏ธ Area Development Context

Optional area context is shown for reference only and does not change report priority or hotspot ranking.

โš ๏ธ Illustrative โ€” not official government data
๐Ÿ“ How hotspot ranking works:  Submitted affected people rank areas first; total submissions, unique issue clusters, and shared rule-based report priorities break ties. Context values below are illustrative and never treated as verified risk evidence.
๐Ÿ“ Gomtinagar
Lucknow ยท Central Ward
82.3k
Population
12.4k
/sq km
12%
Vulnerable
๐Ÿ—๏ธ Infrastructure Indices (0โ€“100)
๐Ÿ›ฃ๏ธ Roads
86
๐Ÿ’ง Water
78
๐Ÿฅ Health
72
๐Ÿซ Schools
81
๐Ÿ“‹ Planned Investment
โ‚น2.5 Cr
Target: Q1 ยท Road & drainage upgrade
๐Ÿ“ Hazratganj
Lucknow ยท Commercial Core
45.1k
Population
18.2k
/sq km
8%
Vulnerable
๐Ÿ—๏ธ Infrastructure Indices (0โ€“100)
๐Ÿ›ฃ๏ธ Roads
92
๐Ÿ’ง Water
84
๐Ÿฅ Health
89
๐Ÿซ Schools
93
๐Ÿ“‹ Planned Investment
โ‚น1.2 Cr
Target: Q2 ยท Smart streetlights pilot
๐Ÿ“ Alambagh
Lucknow ยท South Zone
67.9k
Population
22.1k
/sq km
19%
Vulnerable
๐Ÿ—๏ธ Infrastructure Indices (0โ€“100)
๐Ÿ›ฃ๏ธ Roads
73
๐Ÿ’ง Water
66
๐Ÿฅ Health
58
๐Ÿซ Schools
64
โš ๏ธ Context Impact on Score
Very High density (22.1k/kmยฒ) + 19% vulnerable + weak Health (58) โ†’ multiplier boosts hotspot rank significantly vs raw report count alone.
๐Ÿ“‹ Planned Investment
โ‚น4 Cr
Target: Q1 ยท Water & healthcare infra boost

๐Ÿ”ฅ Basic Demand Hotspots

Geographical clusters with the highest concentration of community requests.

Live Updated

Priority Severity Distribution

Critical (Not Available) High (Not Available) Medium (Not Available) Low (Not Available)
Ranked Community Agenda

Priority Issues Dashboard

All submitted citizen requests evaluated and prioritized. Real citizen submissions are dynamically stored and highlighted alongside demo baseline data.

Loading reports from Supabase...
# Issue & Problem Description Location Category People Affected Priority Priority Reason Source Action
โœ…
Request Submitted Successfully
Your request has been prioritized and added to the community queue.