China’s Three Ministries Back Vertical AI Models for Light Industry and Textiles

This is policy scaffolding rather than a market event: three ministries are steering AI adoption toward factory-floor, domain-specific models instead of general-purpose platforms, which favors industrial software vendors and equipment makers over consumer-facing AI names. The designated use cases — defect detection, process optimization, predictive maintenance, generative design — map onto sectors where margins are thin and labor is intensive, so the state is effectively underwriting a productivity push the private sector has been slow to fund. Whether provincial subsidies and procurement actually follow the plan is the open question.