Focusing on the core pain points of small and medium-sized chemical enterprises (SMEs) such as lack of technical talents, backward production processes, and low production capacity utilization, this solution provides integrated empowerment services of “technical diagnosis – process upgrading – talent training – production capacity optimization”. Firstly, a comprehensive technical and production diagnosis is carried out. Combining the enterprise’s existing equipment, raw materials, and product structure, core problems are identified (such as low reaction conversion rate, excessive energy consumption, substandard product purity, etc.). For example, for small coating enterprises, it diagnoses the problem of poor product stability caused by backward dispersion processes; for fine chemical intermediate enterprises, it analyzes the problem of limited production capacity caused by unreasonable reaction routes. Then, customized process upgrading plans are provided, including optimizing reaction conditions (temperature, pressure, catalyst selection), introducing efficient production equipment (such as automatic feeding systems, precision separation equipment), and improving raw material ratios. Without large-scale equipment investment, the reaction conversion rate is increased by 10%-15%, and the unit product energy consumption is reduced by more than 20%. At the same time, targeted technical training is carried out, covering raw material characteristics, process operation specifications, common problem troubleshooting, safe production, etc. Through online courses + on-site practical operations, the professional capabilities of the enterprise’s production and technical personnel are improved. In addition, production capacity optimization services are provided. Based on market demand forecasting, it assists enterprises in adjusting product structures and focusing on the production of high-value-added products; optimizes production scheduling to reduce equipment switching time and material waste, and increases production capacity utilization to more than 85%, helping SMEs achieve differentiated development in the fierce market competition.