Based on a rich database of parallel reactor designs, different types and models of parallel reactors are selected to assemble reaction matrices. According to the sampling interval, the product manufacturing cost and supporting system configuration are balanced. **This enables four matrix modes—A2-A10, B2-H8, etc.—including single-line serial, single-line parallel, parallel-line parallel, and parallel-line serial, to accommodate industrial production with varying processing capacities and residence times.** Additionally, the modular integration with reaction support systems provides solutions for process splitting and data transfer after splitting, offering advantages such as rapid start-up and shutdown, fast process response, flexible production, and distributed mobile production.