Mixpanel's annual MXP event, held in San Francisco, London, and Bangkok, focused on bridging the gap between ambition and execution in product development, especially in an AI-driven world where user expectations are high. The event highlighted that AI, while transformative, should be used to solve real problems rather than just as a productivity tool, emphasizing that AI accelerates development cycles but doesn't replace the need for clarity and understanding. Discussions at MXP also addressed the concept of "vibe debt," where AI-generated prototypes can lead to unrealistic expectations, advocating for stronger cross-functional collaboration and realistic goal-setting. The importance of centralized, accessible data was another key theme, as it informs strategic decisions and helps avoid acting on assumptions. Leaders shared strategies for data democratization within enterprises, stressing the need for cultural change alongside technical solutions. Mixpanel's Chief Product Officer, Edward Hsu, introduced the concept of digital continuous innovation (DCI), a framework for real-time, insight-driven iteration that empowers teams to respond quickly and effectively to evolving user demands. The event underscored that in the new era of digital analytics, data fluency combined with curiosity and a willingness to experiment is crucial for building successful modern products.