The new AI system enables voice-based interactions for Aadhaar-related services while collecting near real-time feedback from users regarding their enrollment and update experiences. Building on UIDAI’s recent initiatives to expand biometric authentication options, the fraud detection component provides real-time alerts to Aadhaar number holders about suspicious authentication requests, enhancing the security framework that already includes face and fingerprint verification.