Analytics as Competitive Advantage: A Multi-Level Enterprise Framework

This paper presents a multi-level enterprise analytics framework designed to help organizations leverage data as a source of sustainable competitive advantage. The study integrates concepts from business intelligence, data science, artificial intelligence, and strategic management to demonstrate how analytics maturity influences organizational performance. The proposed model evaluates analytics capability across operational, tactical, and strategic layers, emphasizing the role of data governance, AI ethics, decision-support systems, and predictive modeling. Through a synthesized literature review and comparison of global industry reports, the paper highlights how data-driven organizations achieve superior efficiency, innovation, and market positioning. This framework is intended as a practical reference for MBA students, data analysts, executives, and researchers working on enterprise transformation and digital strategy.