Detailed Narrative
Strategic Pivot to Efficiency-Driven Growth
KE Holdings is undergoing a strategic pivot from a sales-driven to an efficiency-driven growth model, emphasizing service capability and operational efficiency over resource scale. This transformation involves rebuilding service logic around customer value, aiming to improve platform customer coverage, resource conversion efficiency, and unit outputs. The company is leveraging data and AI to systematically redesign platform operations and reallocate resources from nominal to effective capacity, concentrating efforts on areas that solve customer problems and enhance decision support.
Evolution of China's Housing Market
The Chinese residential market is experiencing significant structural changes, with existing home transactions reaching a historical high in 2025 and the new home market showing increased differentiation towards higher quality projects. Customer transaction behavior is also evolving, with buyers and sellers taking longer to complete transactions due to increased complexity and the need for careful asset reallocation. This shift highlights a strong consumer demand for safe, professional, transparent, and reliable services, moving the industry towards a new stage where service capability and operational efficiency define core competency.
AI Integration in Operations
AI is being embedded directly into core operational scenarios across the platform to enhance productivity and service professionalism. In housing transactions, AI acts as a 'copilot' for agents, automating tasks like marketing material generation, property interpretations, and preliminary risk checks, allowing agents to focus on complex decision-making and client interaction. For the rental business, AI assists in property acquisition decisions, rental pricing recommendations, and leasing matching, leveraging historical data to improve efficiency, optimize cost structures, and reduce operational risk.
New Home Business Transformation
The new home business is transitioning from a traditional channel distribution model to an integrated capability platform. This involves enhancing online decision-making support for homebuyers through stronger data and product capabilities, and optimizing traffic resource allocation to improve structural matching efficiency between projects and potential buyers. For developers, the company aims to provide integrated solutions covering product acquisition, customer acquisition, matching, and sales pace management, evolving beyond a traffic distribution model to an efficiency-enhancing platform for the entire ecosystem.
Home Renovation & Rental Business Maturation
Both the home renovation and home rental businesses are entering a healthier stage of development, with a strong emphasis on profit quality and building sustainable operating models. Home renovation focuses on product standardization, design digitalization (e.g., 'packager' system), supply chain integration, and standardized delivery systems, leading to improved profitability and narrowed operating losses. The home rental segment, which achieved full-year profitability in 2025, is driven by improved unit economics through workforce productivity gains, lower customer acquisition costs, and product structure optimization towards lighter, more resilient models.