Businesses are increasingly prioritizing the protection of sensitive data, employing methods such as data masking and encryption to prevent breaches that could damage credibility, violate laws, and result in financial losses. Data masking involves replacing sensitive information with fictitious data, maintaining data integrity for testing without exposing real details, while encryption converts data into unreadable formats to secure it from unauthorized access. Choosing between these methods depends on specific needs, such as protecting data at rest or during transmission or using realistic data for testing. Duality Tech offers a sophisticated solution that combines data masking and encryption, enhancing security and compliance with privacy regulations. Their advanced technology enables secure analysis on encrypted data, allowing organizations to collaborate safely on sensitive information while maintaining data quality and integrity. This approach has earned Duality recognition and partnerships with entities like DARPA and the World Economic Forum, showcasing its efficacy across various industries and government sectors.