Core Insights - Liu Jinling, a senior R&D engineer at Beike, has significantly contributed to the digitalization and intelligence of the housing service industry through her innovative technology solutions [1][11] - The company has developed a comprehensive "real estate transaction process map" that standardizes the transaction process, improving efficiency for both service providers and consumers [5][10] Group 1: Innovation and Technology - Liu Jinling has applied for 18 domestic patents and has 6 patents pending, showcasing her commitment to technological innovation in the housing service sector [1] - The introduction of the "online signing room" and the "online loan signing" feature has streamlined the loan process, allowing clients to complete loan agreements in as little as 17 minutes [9][10] Group 2: Industry Challenges and Solutions - The complexity of second-hand housing transactions, which involve various stakeholders such as government offices and banks, has been a significant challenge for both service providers and consumers [2][5] - Liu Jinling's efforts in standardizing transaction processes have addressed these challenges, enabling new service providers to offer professional and efficient services [5][10] Group 3: AI and Standardization - The exploration of AI large model applications in the housing service industry has led to the creation of standardized agreement templates, enhancing the accuracy and compliance of transactions [10] - Liu Jinling emphasizes the importance of standardization for the healthy development of the industry, aiming to instill confidence in consumers during the home-buying process [10]