K2VIEW platform automatically discovers PII and PHI, maintains referential integrity across diverse data sources, and supports both static and dynamic masking to provide compliant, secure, and functional data for development, testing, and analytics without exposing actual user data. Data masking is a method to protect sensitive information by replacing real data with realistic, but fake, substitutes, using a patented business entity approach.