The rapid expansion of retail commerce—both online and offline—has generated vast volumes of customer transaction data that most retailers are ill-equipped to leverage effectively. Conventional decision-support systems rely on manual analysis or simplistic rule-based methods, leading to missed opportunities in product bundling, personalized recommendations, and inventory planning. The proposed ShopFusion system unifies the entire retail analytics workflow by integrating Market Basket Analysis (M