The digital transformation of the banking sector has ushered in a new era of opportunities and challenges, particularly in the realm of identity verification. This article delves into the evolution and significance of digital identity verification mechanisms, especially in the context of KYC (Know Your Customer) processes, which are pivotal for ensuring the security and integrity of financial transactions in the digital age. Through a comprehensive literature review, the article underscores the convergence of technologies such as machine learning, 5G communication, and blockchain in shaping the future of digital identity verification in banking.Case studies provide practical insights into the implementation of these technologies, highlighting both their transformative potential and the challenges they present. The analysis of findings in the context of the literature review offers a deeper understanding of the real-world implications of digital identity verification technologies. The article emphasizes the benefits of these technologies, including enhanced security, efficiency, and improved customer experience, while also addressing challenges such as security concerns, interoperability issues, and evolving regulatory landscapes.Furthermore, the research underscores the importance of trust, transparency, and user-friendliness in digital identity verification systems. The conclusion reiterates the promising future of digital identity verification in banking while emphasizing the need for continuous innovation and adaptation to address emerging challenges.In essence, this article provides a holistic overview of the digital identity verification landscape in the banking sector, offering valuable insights for stakeholders, researchers, and policymakers interested in the digital transformation of banking and its implications for identity verification.