Hapi CEO Jeff Bzdawka指出，酒店业在追逐AI差异化时跳过了AI就绪的基础。MIT研究显示95%的生成式AI项目未达目标，RateGain 2026年分销报告显示仅10%的酒店AI投入实现预期价值。他将决策速度定义为三个相互依赖的变量：获得答案的时间、对答案的信心、与行动的距离。酒店资产由住宿、餐饮、水疗、活动与零售等业务组成，常堆叠10至20个专用系统，且依赖隔夜批处理，数据割裂。他主张将数据层与核心交易系统解耦，通过API与归一化管道汇入云端湖仓。案例显示，某大型连锁通过自动化VCC验证与入账，将VCC交易失败率从30%降至1%以下。
Hilton released its 2027 trends report "The Great Rebalancing," based on global research conducted in collaboration with Morning Consult covering more than 14,000 travelers across 14 countries, indicating that travelers are shifting from pursuing the "perfect trip" toward personal growth, flexibility and exploration. The report proposes five major trends: The Age of Imperfect Perfection, The Trust Equation, The Growth Journey, Reimagined Wellness, and The Micro-Trip Mindset. 54% of respondents said they feel pressure to pursue the perfect trip, and 70% believe hotel professionals are a trustworthy source for travel planning.