Setiap ide harus menunjukkan pembeli yang mau membayar, bukti dari diskusi, dan celah pasar yang nyata, lalu bertahan dari red team yang berusaha menjatuhkannya.
Cerita dipindai
25
Dibaca mendalam
6
Ide diajukan
12
Bertahan
2/12
2 ide bertahan
| # | Skor | Ide | Jalur | Kategori | Masalah | Bayar | Waktu | Celah | Parit | Layak |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 6.6 | Platform ujian lisan skala besar untuk universitasPerangkat lunak dan alur kerja bagi departemen untuk menjalankan ujian lisan (viva) singkat dan terstruktur dalam skala besar, format penilaian yang tidak bisa dipalsukan oleh AI. | Venture | Pendidikan | 7 | 6 | 8 | 7 | 6 | 6 |
| 2 | 6.0 | Layanan paket awal model open-weight on-premKonsultasi dan tooling yang dikemas sebagai produk, membantu perusahaan menengah dari nol sampai memiliki deployment LLM open on-prem yang berjalan dalam hitungan minggu. | Indie | Infrastruktur AI | 6 | 6 | 7 | 6 | 4 | 7 |
Gugur · 10 · di bawah garis 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. |
Tampilkan 5 lagi yang gugur
| 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. |