Introduction In today’s data-driven world, businesses rely heavily on accurate information to make informed decisions, gain a competitive edge, and drive growth. However, one crucial aspect often overlooked is data quality assurance. Inadequate data quality assurance can have significant consequences for both businesses and individuals. In this article, we will