## 4 Results and Discussion
It is evident that the human element--encompassing both in-house expertise and external technical services--forms the backbone of the 5G ceramic antenna manufacturing process. The substantial weights assigned to 'Human Resources' and 'Technical Service Provider' highlight the necessity of investing in human capital--training and nurturing a pool of skilled professionals who can drive innovation, ensure quality, and maintain the reliability and efficiency of the production process. The bar graph in Figure 10, reflecting the AHP results, displays the global weights for each sub-factor within the top factor categories. It is immediately apparent that 'Manufacturing Company' has the highest global weight, at 0.206, indicating that within the ecosystem of 5G ceramic antenna production, the manufacturing company's role is paramount. This substantial weight suggests that the core strategies, operational efficiencies, and the integration capabilities of a manufacturing company are the most crucial elements for success in the industry. The 'Technical Service Provider' sub-factor, with a global weight of 0.147, stands out as the second most significant component. This weight signifies the critical importance of the services provided by these entities, which may include specialized technical knowledge, maintenance, support, and consultancy services. Their role is essential in ensuring that the manufacturing processes are up-to-date, efficient, and capable of integrating new technologies and methodologies, including blockchain and smart contracts. 'Human Resources' is highlighted as the third most significant sub-factor with a weight of 0.104, emphasizing the enduring value of skilled labor in the manufacturing sector. Despite the strides in automation, the weight given to human resources underscores the industry's reliance on the unique capabilities of human intellect, such as creativity, decision-making, and problem-solving, which are particularly vital when dealing with complex and innovative technologies. Figure 9: The local weights for various sub-factors as determined by the AHP in the context of 5G ceramic antenna manufacturing. The rest of the sub-factors shown, while having lower weights, are nonetheless important components of the manufacturing ecosystem. For example, 'Informational Resources' and 'Financial Resources', with weights of 0.069 and 0.046, respectively, reflect the necessity for robust information management systems and sound financial backing to support manufacturing operations. In summary, Figure 10 and Table 10 provide a clear and quantified hierarchy of the sub-factors that are critical in the manufacturing process of 5G ceramic antennas. These weights offer strategic insights into which areas are the most influential and where to focus efforts and investment to maximize efficiency and reliability in production. The leading weight of the 'Manufacturing Company' sub-factor reaffirms the significance of strong operational and strategic capabilities, while the importance of 'Technical Service Providers' and 'Human Resources' highlights the reliance on both external expertise and internal workforce development to advance the manufacturing process.