Chinese Mid-Tier Factory AI Demonstration Scenario Aggregator

MIIT 500 demonstration scenarios + 100 high-quality manufacturing datasets by 2027. Most Chinese factories below tier-1 lack pipeline to ingest sensor/MES data into LLM-trainable corpus. Quota creates guaranteed demand.

Selling directly into Chinese mid-tier factories from outside China: distribution moat impossible without local presence, local-language sales team, MIIT relationship. Skipped in 25 seconds.

Pivot: aggregate Chinese factory datasets from domestic providers and resell to non-Chinese industrial AI builders. Cross-border data aggregation play.

Western OEMs (Siemens, Rockwell, GE) building industrial AI cannot use Chinese-sourced training data for security/IP reasons. Pivot relies on cross-border data flow that has the exact opposite problem — Western buyers structurally won't accept Chinese factory data for sensitive applications.

Both paths dead. Original: distribution impossible without Chinese domestic presence. Pivot: cross-border buyers structurally won't accept data origin.