Device Intelligence and Behavioral Biometrics
Fingerprint devices, analyze velocity patterns, and evaluate gestures, keystrokes, and navigation rhythms indicative of bots or account takeovers. Pair these signals with geolocation consistency, proxy detection, and merchant rules calibrated to service contexts. The result is earlier interdiction, better approvals for good users, and crisp evidence when a chargeback must be challenged, because you can explain precisely why a session looked wrong.