B

Urban Planning AI Public Opinion Analyzer

3.05

Derivation Chain

Step 1 Incheon 2045 Master Urban Plan adopts AI
→
Step 2 Expansion of AI-driven urban planning across local governments
→
Step 3 AI analysis tool for public opinion data in civic engagement

Problem

When local governments draft master urban plans, extracting key requirements from public hearings, online surveys, and civil complaint data requires 2–3 urban planning researchers working for 1–2 months. Over 70% of the input is unstructured text (open-ended comments, complaint posts), making manual classification unavoidable — and recurring issues include minority opinions being buried and biased summaries.

Solution

(1) Upload public opinion texts (surveys, complaints, hearing transcripts) for automatic issue-based clustering (2) Sentiment analysis with priority scoring (3) Heatmap visualization of resident demands by neighborhood district.

Target: Urban planning departments at metropolitan and local governments; urban planning consulting firms (10–50 employees)
Revenue Model: Per-project Billing — $1,425 per urban planning project analysis; Annual Subscription (5 projects included) at $5,925
Ecosystem Role: Supplier
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
3.0/5
U Urgency
3.0/5
M Market
2.0/5
R Realizability
3.0/5
V Validation
4.0/5
NUMR-V Scoring System
N Novelty1-5How uncommon the service is in market context.
U Urgency1-5How urgently users need this problem solved now.
M Market1-5Market size and growth potential from proxy indicators.
R Realizability1-5Buildability for a small team with realistic constraints.
V Validation1-5Validation signal quality from competition and demand data.
Each dimension is scored 1-5 and weighted into grade S/A/B/C/D.
SaaS N=.15 U=.20 M=.15 R=.30 V=.20 Senior N=.25 U=.25 M=.05 R=.30 V=.15

Feasibility (65%)

Tech Complexity
24.0/40
Data Availability
20.6/25
MVP Timeline
20.0/20
API Bonus
0.0/15
Feasibility Breakdown
Tech Complexity/ 40Difficulty of core implementation stack.
Data Availability/ 25Practical availability and cost of required data.
MVP Timeline/ 20Expected time to ship a usable MVP.
API Bonus/ 15Bonus for viable public API leverage.
Total 100 points; below 50% is filtered out.

Market Validation (55/100)

Competition
8.0/20
Market Demand
9.4/20
Timing
14.0/20
Revenue Signals
10.5/15
Pick-Axe Fit
10.5/15
Solo Buildability
3.0/10
Validation Breakdown
Competition/ 20Signal quality from competitor landscape.
Market Demand/ 20Demand proxies from search and mention patterns.
Timing/ 20Fit with current shifts in tech, behavior, and regulation.
Revenue Signals/ 15Reference evidence for monetization viability.
Pick-Axe Fit/ 15How well the concept serves participants in a trend.
Solo Buildability/ 10Practicality for lean-team implementation.
Total 100 points; below 50 is filtered out.

Technical Requirements

AI/ML [medium] Backend [medium] Frontend [medium]
Dashboard