Data standardization is the process of establishing a common format and set of rules for collecting, storing, and exchanging data, ensuring consistency and accuracy across different systems and applications. By standardizing data, organizations can improve data quality, simplify data integration, and enhance decision-making, making it a crucial aspect of data management and analytics in the tech industry.