Introduction In the ever-evolving landscape of retail, self-checkout technology has emerged as a game-changer, promising to streamline operations, reduce labour costs, and enhance the overall shopping experience. However, retail giants like Walmart and Target are finding themselves grappling with unforeseen dilemmas as they navigate the complexities of implementing and optimizing