The supply chain has been revolutionized and transformed into a way business that operates within the integration of advanced technologies. These emerging technologies have been instrumental in streamlining processes, improving efficiency, and offering increased transparency throughout the supply chain. Our research conducts a comprehensive review of studies on digital maturity models across different fields, with a particular focus on supply chain applications. In addition, it explores the digital transformation of supply chains as they evolve from Industry 4.0 to Industry 5.0. By employing a five step methodology of systematic literature review, 63 articles were identified. The results underline the importance of implementing comprehensive digital maturity models to successfully navigate supply chains through the ever-changing technological, thereby promoting improved efficiency, resilience, and sustainability. Our study concludes by proposing future prospects and necessary advancements in the development of digital maturity models within the framework of supply chains.