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With mass production of low-carbon steel plates, purchasing managers at Tier 1–2 suppliers (20–100 employees) in automotive and shipbuilding need to learn ESG procurement standards (EU CBAM, Hyundai's green purchasing policy, etc.), but existing training is Enterprise-focused classroom sessions (~$375–750 per session, half-day). SME suppliers participate at under 20% due to budget and time constraints, risking disqualification from supply chains for non-compliance.
Break down ESG procurement regulations (CBAM, carbon footprint, recycling certification, etc.) into microlearning content (5–10 minute modules). Automatically design customized Learning paths aligned with each company's procurement requirements, verify comprehension through practical quizzes and mock audits, and issue completion certificates that suppliers can use to maintain vendor qualification.
| 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. |
| 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. |
| 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. |