RoboMatch: Robot Contractor Matching Platform

3.05

Derivation Chain

Step 1 AI robot manufacturing automation

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Step 2 Increasing robot adoption by companies

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Step 3 Robot SI/maintenance contractor demand

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Step 4 Contractor-client matching

Problem

As major corporations like Hyundai Motor Group expand robot automation investments, demand for system integrators (SIs) handling robot installation, programming, and maintenance is surging. However, SME manufacturers struggle to find verified robot SI firms, and SI firms have limited sales channels—both sides spend an average of 1–2 months on matching and pay 10–15% of the contract value in broker fees.

Solution

AI-based matching between robot deployment clients and robot SI/maintenance specialist firms, with one-stop project management, contracting, and settlement. Core features: (1) Auto-matching SI firms based on project requirements + capability scores, (2) Trust ratings based on portfolios and client reviews, (3) Escrow payments + milestone management.

Target: Procurement teams at manufacturers with 20–200 employees pursuing robot adoption + Robot SI specialist firms (5–20 employees), aged 30s–50s

Revenue Model: Matching fee of 5% of contract value + SI firm Premium profile ₩99,000/month (~$74) + Client urgent matching ₩300,000 (~$225) Per Transaction

Ecosystem Role: Infrastructure

MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty

3.0/5

U Urgency

4.0/5

M Market

4.0/5

R Realizability

2.0/5

V Validation

3.0/5

NUMR-V Scoring System

N Novelty	1-5	How uncommon the service is in market context.
U Urgency	1-5	How urgently users need this problem solved now.
M Market	1-5	Market size and growth potential from proxy indicators.
R Realizability	1-5	Buildability for a small team with realistic constraints.
V Validation	1-5	Validation 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 (70%)

Tech Complexity

29.3/40

Data Availability

20.8/25

MVP Timeline

20.0/20

API Bonus

0.0/15

Feasibility Breakdown

Tech Complexity	/ 40	Difficulty of core implementation stack.
Data Availability	/ 25	Practical availability and cost of required data.
MVP Timeline	/ 20	Expected time to ship a usable MVP.
API Bonus	/ 15	Bonus for viable public API leverage.

Market Validation (55/100)

Competition

8.0/20

Market Demand

3.8/20

Timing

16.0/20

Revenue Signals

10.5/15

Pick-Axe Fit

12.0/15

Solo Buildability

5.0/10

Validation Breakdown

Competition	/ 20	Signal quality from competitor landscape.
Market Demand	/ 20	Demand proxies from search and mention patterns.
Timing	/ 20	Fit with current shifts in tech, behavior, and regulation.
Revenue Signals	/ 15	Reference evidence for monetization viability.
Pick-Axe Fit	/ 15	How well the concept serves participants in a trend.
Solo Buildability	/ 10	Practicality for lean-team implementation.

Technical Requirements

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

Dashboard