| FaceOff ACE — US Financial Services | Dimension | Legacy Fraud Platforms |
|---|---|---|
|
GraphSAGE synthetic identity cluster detection at account-opening stageFrankenstein ring flagged before any credit extended · $47M bust-out pattern
blocked
|
Identity | Rule-based scoring approves synthetic accounts — loss discovered only post bust-out |
|
Passive re-authentication every 30 seconds throughout session — zero frictionSIM-swap and RAT session takeover blocked mid-transaction without user action
|
Session Auth | Login-only authentication — session hijack and SIM-swap ATO undetected after login |
|
ElevenLabs clone detection in under 2 seconds on live wire authorization callsDaubert-standard LR reports · GLBA biometric safe · FINRA supervision aligned
|
Voice Fraud | No real-time voice authentication on live calls — cloned CFO voice passes human review |
|
Zero biometric template storage — GLBA compliant across all 50 US statesNo
state biometric law exposure · federated data model · CCPA and BIPA safe
|
Privacy | Centralised biometric storage creates BIPA, CCPA, and state law regulatory exposure |
Institutions with exclusively card-present transaction models and no wire, ACH, or digital banking exposure face a narrower synthetic fraud surface.
Community banks with limited digital services may find a standalone MFA solution adequate for their current threat profile.
Institutions not currently under SEC, FINRA, or FinCEN examination scrutiny for AI fraud controls may defer the broader platform investment.