Top 1%
in this catalogue (246 scored practices)
Scores cluster high, so position within the catalogue is often more telling than the number alone.
Evidence of impact / measured public value3/3
Fund-freezing rates documented at 43x improvement (0.5% to 21.5%), investigation time cut 75%, and 145,011 incidents managed across 48 institutions — independently corroborated by FNA's 2025 TECAs award citation.
Transparency, fairness & accountability2/3
BNM is a rigorously regulated central bank with published oversight frameworks, but no algorithmic audit or bias assessment of the FNA graph-analytics model has been publicly disclosed.
Transferability / demonstrated replication2/3
FNA is in active discussions with over 60 jurisdictions and has won international recognition, but no country outside Malaysia has yet confirmed a completed replication of the model.
Scalability beyond pilot3/3
Deployed at full production scale — 53 ecosystem members, 48 financial institutions, 500+ case officers — covering Malaysia's entire regulated payment sector.
Governance, capability & sustainability3/3
Strong institutional framework: BNM regulatory authority, NSRC law-enforcement coordination, PayNet's sector governance, and award-validated performance all demonstrate sustained accountability.
Evidoria. Malaysia National Fraud Portal — AI-powered real-time anti-scam network for financial intelligence. Persistent ID: cfb18dd3-356f-4ad9-8e4c-bb9757cbc692.