B

Startup Demo Day MatchBot

3.15

Derivation Chain

Step 1 Incheon Startup Park expansion and activation
→
Step 2 Growth in Startup incubation programs
→
Step 3 Automated Startup-to-investor/mentor demo day matching and documentation

Problem

Accelerator/Startup park managers (managing 30-80 teams per year) spend 40-60 hours per event manually matching investor interest areas with Startup sectors and scheduling 1:1 meetings for demo days. Due to poor matching, investor return rate for demo days is only 30%.

Solution

Matches Startup profiles (auto-parsed from pitch decks) with investor portfolios/interest areas to auto-generate optimal 1:1 meeting schedules. Automatically sends customized briefing sheets to investors before demo day, and provides a follow-up meeting request tracking dashboard after the event.

Target: Accelerator/incubator program managers running 2+ demo days per year
Revenue Model: Per-event Billing: $375 per demo day (up to 50 teams), Annual Subscription at $225/month (unlimited events)
Ecosystem Role: Infrastructure
MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty
2.0/5
U Urgency
3.0/5
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.
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 (74%)

Tech Complexity
29.3/40
Data Availability
24.4/25
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
14.0/20
Revenue Signals
7.5/15
Pick-Axe Fit
10.5/15
Solo Buildability
10.0/10
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

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