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SMR Investment Risk Translator

3.45

Derivation Chain

Step 1 SMR (Small Modular Reactor) earnings cliff fears
→
Step 2 Risk assessment by SMR investors/analysts
→
Step 3 Translating SMR technical and regulatory risks for non-expert investors

Problem

Korean retail investors who have invested in SMR-related stocks such as NuScale and Oklo need to assess complex risks including technology development delays, NRC licensing schedules, and PPA acquisition status, but spend 2-3 hours per document deciphering English IR materials and technical regulatory filings. Cases of poor investment decisions due to missing key risk factors in SEC filings and NRC documents keep recurring.

Solution

Automatically collects SEC filings, NRC licensing progress updates, and earnings announcements from SMR-related companies (NuScale, Oklo, TerraPower, etc.) and publishes weekly risk summary reports in Korean that non-experts can understand. Visualizes key risk indicators (licensing progress rate, cash burn rate, PPA contract volume) and highlights changes compared to previous reports.

Target: Korean retail investors aged 30-50 who have invested in SMR and nuclear theme stocks (with 1+ year of overseas stock investment experience)
Revenue Model: Newsletter subscription at 19,000 KRW (~$14)/month. Premium (in-depth analysis + alerts) at 49,000 KRW (~$37)/month. 25% discount for annual billing
Ecosystem Role: Education
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
3.0/5
U Urgency
3.0/5
M Market
4.0/5
R Realizability
4.0/5
V Validation
3.0/5
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 (70%)

Tech Complexity
29.3/40
Data Availability
20.4/25
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
6.2/20
Timing
16.0/20
Revenue Signals
7.5/15
Pick-Axe Fit
10.5/15
Solo Buildability
7.0/10
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

Data Pipeline [medium] AI/ML [medium] Frontend [low]
Dashboard