B

Talent Contract Risk Scanner

3.50

Derivation Chain

Step 1 Expansion of entertainment/talent content
Step 2 Increase in talent-production company contract disputes
Step 3 Automated detection of unfair contract clauses

Problem

New talent and creators signing with small production companies or MCNs fail to identify unfair contract clauses (excessive exclusivity periods, one-sided termination conditions, unshared derivative work revenue), leading to disputes that average 6 months to 1 year of Legal battles and 5,000,000-20,000,000 KRW (~$3,750-$15,000) in Legal fees. Attorney consultations cost 300,000-500,000 KRW (~$225-$375) per session, which is prohibitive for early-stage creators, and self-comparing against standard contracts is difficult.

Solution

(1) Upload contract PDF/image for automatic OCR + LLM clause-by-clause risk grading (Safe/Caution/Danger), (2) Highlight differences compared to Fair Trade Commission standard contracts, (3) Generate suggested revision language and negotiation points for flagged clauses.

Target: New creators signing with MCNs or production companies (ages 20-30), small talent agencies (3-10 employees), Freelancer on-screen talent
Revenue Model: Single contract analysis at 19,000 KRW (~$14), Monthly Subscription at 49,000 KRW/month (~$37, includes 5 contracts), MCN/agency plan at 149,000 KRW/month (~$112, unlimited)
Ecosystem Role: Regulation
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
3.0/5
U Urgency
4.0/5
M Market
3.0/5
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.
SaaS N=.15 U=.20 M=.15 R=.30 V=.20 Senior N=.25 U=.25 M=.05 R=.30 V=.15

Feasibility (72%)

Tech Complexity
29.3/40
Data Availability
23.1/25
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.

Market Validation (56/100)

Competition
8.0/20
Market Demand
6.2/20
Timing
14.0/20
Revenue Signals
10.5/15
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.

Technical Requirements

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