ThreatMetrixThreatMetrix enhances fraud detection and device intelligence for banking and mobile applications, providing features like a malicious IP database and device fingerprinting. Users appreciate accurate fraud scoring, scalability, and technical support. Challenges include complex SDK integration, outdated interface, and data overload, with needs for improved real-time processing and root detection.