The era of Big Data has ushered in a wealth of opportunities and challenges for organizations across various industries. As data continues to grow exponentially, effective data governance has become paramount to ensure data quality, security, and compliance. This paper explores the challenges posed by Big Data in the context of data governance and presents innovative solutions to address these challenges. Key topics covered include data volume, velocity, variety, and veracity, as well as the need for a holistic data governance framework. By examining real-world case studies and industry best practices, this paper aims to provide valuable insights for organizations striving to navigate the complex landscape of Big Data while maintaining data integrity and regulatory compliance.