Duality's Secure Collaborative AI solution enables organizations to personalize and monetize AI models while ensuring the protection of model intellectual property (IP) and sensitive customer data. This technology addresses the challenge of securely personalizing models for specific organizations without exchanging sensitive datasets or models by using encryption and Trusted Execution Environment (TEE) technology. Duality's software includes governance controls, privacy guarantees, and reporting features, allowing model and data owners to maintain control over their assets. The solution supports multi-cloud environments, ensuring compatibility even when different infrastructures or data marketplaces are used, as long as a common key management system is in place. This approach allows encrypted results to be securely shared with clients or development teams, facilitating further customization and review without compromising data privacy.