Focusing on the green intelligent manufacturing of semiconductor chemicals, catalytic conversion materials, and high-end fine chemicals, the initiative integrates micro-chemical technology with continuous production processes, combines high-throughput experimentation and AI-based process control technologies, and advances research in key generic and dedicated technologies. This enables large-scale intelligent production of critical materials, breaks through industry bottlenecks, and provides robust support for national strategic needs.