Data privacy is a growing concern, making secure data handling a top priority. Protecting sensitive information and testing with realistic, non-sensitive data are essential for modern development workflows. BigQuery, Google Cloud's data warehouse, supports powerful techniques for data masking and tokenization, making it easier to create secure, tokenized test datasets.