Organizations increasingly rely on behavioural, transactional, and service interaction data to understand and improve customer experience.However, enterprise analytics in this domain remain largely prediction-oriented, particularly in churn modelling, and provide limited support for diagnosis, explanation, and intervention design.This paper proposes an enterprise knowledge graph (KG) as a representational layer for agentic AI driven decision support.Drawing on Representation Theory and Organizat