모든 아이디어는 돈을 낼 구매자, 토론 속 근거, 실제 시장 공백을 보여 준 뒤, 아이디어를 무너뜨리려는 레드팀을 통과해야 했습니다.
검토한 스토리
25
정독
6
제안된 아이디어
12
살아남음
2/12
2개 살아남음
| # | 점수 | 아이디어 | 유형 | 카테고리 | 고통 | 지불 | 시기 | 공백 | 해자 | 구현 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 6.6 | 대학을 위한 확장 가능한 구술시험 플랫폼AI가 흉내 낼 수 없는 평가 방식인 짧고 구조화된 구술시험(viva)을 학과 단위로 대규모 운영할 수 있게 해주는 소프트웨어와 워크플로입니다. | 벤처 | 교육 | 7 | 6 | 8 | 7 | 6 | 6 |
| 2 | 6.0 | 오픈 웨이트 모델 온프레미스 스타터 키트 서비스중견 기업이 몇 주 안에 온프레미스 오픈 LLM을 실제로 구동할 수 있도록, 컨설팅과 도구를 패키지 상품으로 묶어 제공합니다. | 인디 | AI 인프라 | 6 | 6 | 7 | 6 | 4 | 7 |
탈락 · 10 · 6.0점 기준선 아래
| 5.9 | Inline PR annotations instead of review reports | Scored 5.9, under the 6.0 bar. |
| 5.9 | Pre-deploy blast radius and on-call router | The supporting evidence is essentially one engineer who hand-built an internal tool, and stitching diff-reach analysis to PagerDuty ownership is a hard PagerDuty-Startup feature rather than a defensible venture company. |
| 5.9 | LLM provider policy and privacy posture monitor | Scored 5.9, under the 6.0 bar. |
| 5.3 | Continuous model swap advisor for LLM workloads | This is the same product as the token-spend router candidate (re-evaluate models against your prompts, route to cheapest acceptable), and OpenRouter plus Artificial Analysis already supply most of it free. |
| 5.2 | Contradiction-aware memory store for LLM agents | Contradiction detection and decay are roadmap features Mem0 and Zep can add within quarters, and agent builders mostly stay on provider-native memory unless the pain forces migration, making this a feature underlying platforms will absorb. |
탈락 5개 더 보기
| 5.2 | In-person exam workflow for handwritten STEM assessment | Gradescope and Crowdmark already do scan-and-rubric grading of handwritten STEM exams at exactly this price point, leaving only marginal workflow tailwinds and no durable gap an incumbent can't close in one release. |
| 5.0 | Token-spend router across frontier and open models | Cheapest-model-acceptable routing is the flagship feature set of OpenRouter, LiteLLM, and Portkey, and the 'quality-eval' differentiator is a feature Martian and the eval tools already bolt on — this is not a company. |
| 4.8 | Benchmark suite for context management strategies | The demand signal is one commenter wishing for this benchmark, the natural outcome is a published comparative report (freely consumed) or a Braintrust eval template, and a $5k one-time report to a handful of platform teams is not a company. |
| 4.7 | Offline skin lesion triage while awaiting dermatology | Too weak on moat (3/10). |
| 4.2 | Turn-key narrow classifier builder for image triage | AutoML and Roboflow already train narrow classifiers from small labeled sets, and 'here's proof it beats GPT on your task' is a sales demo, not a product companies will pay $800/mo for. |