One-Liner
Real-time tracking of High Bandwidth Memory (HBM) supply allocation for AI startups planning compute procurement and investors evaluating semiconductor supply risk.
AI Thinking Process
G084 Vendor Metaphor Trap test: HBM 246% price surge. Is this vendor framing or real market gap? The 246% price surge is a real economic event — passes G084 (metaphor trap not triggered).
HBM Allocation Intelligence: real-time supply tracking for AI startup CTOs and hardware investors. HBM is $15B+ market with extreme volatility and no real-time supply intelligence.
G006: TechInsights, Gartner, Yole Group naturally add HBM coverage (feature of existing semiconductor analytics). G028: shortage resolves in ~18 months (SK Hynix/Samsung/Micron all expanding). Product built on temporary shortage = crisis product, not durable business. Kill on two independent reasons.
Kill Reason
Two independent kill reasons: (1) semiconductor intelligence firms (TechInsights, Gartner, Yole Group) naturally expand coverage to include HBM, making this a feature extension of existing products; (2) HBM shortage is temporary — SK Hynix, Samsung, Micron all expanding capacity for 2027 resolution, making a shortage-based product non-durable after resolution.
Risk Analysis
Risk analysis available for latest engine ideas.
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killed: Two independent kill reasons: (1) semiconductor intelligence firms (TechInsights, Gartner, Yole Group) naturally expand coverage to include HBM, making this a feature extension of existing products; (2) HBM shortage is temporary — SK Hynix, Samsung, Micron all expanding capacity for 2027 resolution, making a shortage-based product non-durable after resolution.
killed: Open-source middleware (HAMi) already provides heterogeneous AI computing virtualization for free. Proprietary play is squeezed between free open-source and vertically integrated hardware vendor ecosystem.
killed: 5+ funded competitors including Cast AI ($1B valuation), OneChronos (backed by Nobel laureate), Akash Network (decentralized, 80% cheaper), Argentum AI (blockchain-settled). Market is claimed with massive capital.