Duality, founded in 2017, focuses on enabling secure collaborative data science by utilizing advanced technologies like homomorphic encryption to protect data privacy while allowing data analysis. The company aims to facilitate collaboration between organizations without compromising sensitive information, offering solutions for sectors such as finance and healthcare to leverage data for decision-making and crime prevention. Duality has recently raised $30 million in Series B financing to expand its operations and market reach, emphasizing the importance of privacy-enhancing technologies (PETs) in the evolving data-driven landscape. The company foresees broader adoption of secure data science across various industries and anticipates regulatory bodies encouraging privacy-protected collaboration. Duality remains committed to investing in its team and technologies to maintain its leadership in privacy-focused analytics solutions, driven by a shared vision among its employees, advisors, and investors.