B

Human-Made Certification Seal

3.50

Derivation Chain

Step 1 Surge in value of human-made work amid AI flood
→
Step 2 Certification service for differentiating human-made work
→
Step 3 SaaS for issuing and verifying certification marks

Problem

As AI-generated content surges, freelance designers, writers, and video producers (with annual revenue of 30–100 million KRW, approx. $22,500–$75,000) have no way to prove to clients that their work is 'human-made.' Disputes over AI usage during delivery are increasing, wasting an average of 2–5 hours per transaction on explanation and revision.

Solution

A SaaS that automatically collects work process data (screen timelapses, layer history, commit logs) to issue a 'Human-Made Certification Seal' that clients can verify via QR code. Differentiated by portfolio embed widgets and contract integration features.

Target: Freelance designers, illustrators, and copywriters; solo creators with annual revenue of 30–100 million KRW (approx. $22,500–$75,000)
Revenue Model: SaaS monthly subscription: 29,000 KRW/month per account (approx. $22, 50 certifications per month); Premium: 59,000 KRW/month (approx. $44, unlimited + API integration); 20% discount for annual billing.
Ecosystem Role: Infrastructure
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
4.0/5
U Urgency
4.0/5
M Market
4.0/5
R Realizability
3.0/5
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.
N=.15 U=.20 M=.15 R=.30 V=.20

Feasibility (69%)

Tech Complexity
29.3/40
Data Availability
19.4/25
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 (56/100)

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
8.0/10
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

Frontend [medium] Backend [medium] Data Pipeline [low]
Dashboard