One-Liner
A consumer-facing AI device benchmark service that verifies actual on-device AI capability claims by testing devices against standardized AI task benchmarks, sold to consumers making device purchasing decisions.
AI Thinking Process
Consumer × CoWoS Device AI Benchmark. Standardized AI task benchmarking for consumer devices at purchase decision point. Cross-domain: semiconductor supply chain intelligence × consumer device performance.
B2B pivot to enterprise device procurement AI benchmarking. But: not cross-domain, Gartner/Forrester already serve enterprise device procurement advisory.
KILLED. Consumer: G008 frequency trap (device every 2-4 years). Enterprise: Gartner/Forrester already cover, not cross-domain. Device benchmarking is media business not SaaS.
RESURRECTION FAILED. B2B procurement pivot already explored and killed in Pass 1. Enterprise version not cross-domain, Gartner/Forrester serve the need.
Kill Reason
Consumer version: infrequent purchase (devices bought every 2-4 years), weak monetization, no subscription basis. Enterprise version: Gartner and Forrester already advise enterprise IT on device procurement strategy, and the enterprise version is not genuinely cross-domain.
Risk Analysis
Risk analysis available for latest engine ideas.
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