Spriv's Zero Trust Adaptive Two-Factor Authentication (2FA for Windows is an innovative security solution that leverages machine learning to streamline the authentication process. By creating a unique 3D fingerprint baseline that combines data from both the user's computer and mobile device, Spriv's system intelligently determines when to prompt for 2FA, reducing unnecessary authentication requests. This approach enhances security while maintaining user convenience. Key Features and Functionality: - Adaptive Authentication: Utilizes machine learning to assess risk and adapt authentication requirements accordingly, prompting 2FA only when deviations from the established 3D fingerprint baseline are detected. - Quick Installation: Designed for rapid deployment, the system can be installed in less than three minutes, minimizing setup time and complexity. - Comprehensive Logging: Provides detailed logs of all authentication events, offering transparency and aiding in security audits. Primary Value and User Benefits: Spriv's solution addresses the common challenge of balancing robust security with user convenience. By automating the 2FA process and reducing the frequency of authentication prompts, it minimizes disruptions to workflow while ensuring that access remains secure. This adaptive approach not only enhances protection against unauthorized access but also improves the overall user experience by eliminating redundant authentication steps.