This technology is based on the automated production of green lacewings. By integrating this automated system with an intelligent production scheduling system, we have developed a precise predictive model for identifying spatiotemporal hotspots of farmer demands for natural enemies. This approach ensures that green lacewing egg products are stably produced reasonable priced, and environmental friendly, thereby incentivizing farmers to adopt these natural enemy products. Consequently, this stimulates the biological control industry, creates an economically viable supply chain for pesticide alternatives, and aligns with the policy trend of pesticide reduction.