INDUSTRIAL AI · AGENTIC MANUFACTURING
Embedding AI into the
business value chain
I am a practitioner-scholar in industrial AI: twenty years in manufacturing — complex equipment R&D, lighthouse-factory smart manufacturing — now researching how agentic AI can be engineered into real factory value chains. Author of Industrial Digital Transformation (2025).
Research, briefly
How can autonomous, tool-using AI systems be embedded into the value chains of real factories — planning, process control, quality — in ways that are designable, verifiable, and economically accountable? Read the research agenda →
Selected essays
All writing →English essays are on the way. Meanwhile, see Practice or the Chinese writing.