AI models offer significant advantages across various sectors, but they often face challenges related to privacy and security during the customization process, which can hinder sales. Duality's Privacy Protected AI Collaboration solution addresses these issues by embedding privacy and security into the model design, thus facilitating faster and more secure sales and deployment. This approach allows AI models to be personalized with client data without compromising confidentiality, thus accelerating the demonstration of their value to potential customers. Proprietary data is essential for tailoring AI models to specific organizational needs, offering competitive advantages by uncovering unique insights and fostering innovation. On the vendor side, protecting the intellectual property of AI models is crucial to maintaining market position and ensuring ongoing monetization. By implementing privacy-protective measures, AI vendors can reduce sales cycles and enhance customer confidence, demonstrating the value of their models more swiftly and effectively.