Signal Sources (v8 Triple Source)

Trigger

산림청, AI 기반 사이버보안과 개인정보보호 강화한다 - 대한민국 정책브리핑

Market

GitNexus (Akon Labs) — open source kernel for coding agents

Workflow

inferred: 공공 SI 보안 리뷰어 — 코딩 에이전트가 생성한 PR의 의존성 영향과 사람 승인 증빙을 매 배포마다 수동 정리

Problem

Security reviewers for public-sector systems integration projects manually trace which modules and permission paths are affected by PRs created by coding agents. When multiple repositories are involved, it is difficult to consolidate generation sessions, dependency changes, and human approval records into a single audit trail.

Solution

A GitHub App connects PRs, repository dependency graphs, agent session metadata, and approval records to generate change-impact matrices and audit packages. As repository-specific exception approvals and incident histories accumulate, the organization can refine its risk gates.

Target: 정부·공공기관 프로젝트를 수행하는 20~200인 SI 업체 — 애플리케이션 보안 리뷰어와 개발 책임자

Revenue Model: KRW 240,000 per month for up to 20 repositories, plus KRW 10,000 per additional repository per month

Ecosystem Role: -

MVP Estimate: 2_weeks

NUMR-V Scores

N Novelty

4.0/5

U Urgency

4.0/5

M Market

5.0/5

R Realizability

3.0/5

V Validation

5.0/5

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.

N=.15 U=.20 M=.15 R=.30 V=.20

Feasibility (65%)

Tech Complexity

24.0/40

Data Availability

21.2/25

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 (77/100)

Competition

10.0/20

Market Demand

20.0/20

Timing

18.0/20

Revenue Signals

12.0/15

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.