This document discusses the use of AI and machine learning to enhance customer experiences, anticipate needs, and ultimately improve ROI through personalized interactions and contextual marketing. It highlights the importance of real-time analytics, tailored messaging, and conversational marketing in meeting evolving consumer expectations, particularly in mobile environments. The document also emphasizes that understanding consumer intent and leveraging contextual data can lead to more effective marketing strategies and increased customer engagement.