| FaceOff ACE — India BFSI | Dimension | Legacy India Fraud Platforms |
|---|---|---|
GraphSAGE Aadhaar identity graph — purpose-built for PAN-Aadhaar-CKYC ecosystem4,700-account Aadhaar fraud cluster detected · ₹78 Cr ring surfaced at account-opening stage |
Identity | Western identity graph tools lack Aadhaar linkage — synthetic India identity rings pass undetected |
BehaviorBioAuth passive re-auth blocks SIM-swap mid-NEFT transaction — zero frictionDPDP Act 2023 compliant — zero biometric templates stored · India DC processing only |
Session Auth | OTP-only authentication — SIM-swap defeats SMS OTP, account takeover undetected after login |
ElevenLabs clone detection in under 2 seconds on live NEFT authorization callsOnly platform in India detecting AI voice clones on live treasury calls · 97.3% accuracy |
Voice Fraud | No real-time voice authentication on treasury calls — cloned promoter voice passes human review |
All 7 India identity documents — Aadhaar, PAN, Voter ID, Passport, DL, Bank Stmt, DigiLockerUIDAI real-time QR validation · ITD PAN verification · CKYC registry cross-reference |
Document Coverage | Partial document coverage — no UIDAI real-time validation or Aadhaar QR integrity check |
Cooperative banks and small-finance banks with exclusively low-value payment profiles may not yet face the AI wire fraud vector at scale.
Institutions doing exclusively in-person Aadhaar-biometric KYC at branch level face a lower synthetic identity risk than digital-first or Video KYC channels.
NBFCs and banks that have not activated RBI Video KYC for customer onboarding have not yet opened the AI-avatar substitution attack surface.