Cada ideia precisou mostrar um comprador que paga, evidências na discussão e uma lacuna real, e depois sobreviver a um red team tentando derrubá-la.
Histórias analisadas
25
Lidas a fundo
6
Ideias propostas
12
Sobreviveram
2/12
2 ideias sobreviveram
| # | Nota | Ideia | Tipo | Categoria | Dor | Pagar | Momento | Lacuna | Fosso | Viável |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 6.6 | Plataforma escalável de exames orais para universidadesSoftware e fluxo de trabalho para departamentos aplicarem provas orais curtas e estruturadas (vivas) em grande escala, o formato de avaliação que a IA não consegue falsificar. | Venture | Educação | 7 | 6 | 8 | 7 | 6 | 6 |
| 2 | 6.0 | Serviço de kit inicial para modelos open-weight on-premisesConsultoria productizada com ferramentas que levam empresas de médio porte do zero a uma implantação on-prem de LLM aberto funcionando em semanas. | Indie | Infraestrutura de IA | 6 | 6 | 7 | 6 | 4 | 7 |
Descartadas · 10 · abaixo da linha de 6.0
| 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. |
Ver mais 5 descartadas
| 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. |