Maruthi Rohit Ayyagari et al. 2025. Developing AI-Driven Consumer Insights for Omni-Channel Retail Strategies: Leveraging Machine Learning and Advanced Analytics for Customer Journey Mapping, Behavior Prediction, and Experience Personalization. Edinburg Journal of Natural Language Processing and AI. 9, (May 2025), 55–97. DOI:https://doi.org/10.55222/EJNLPAI.14.