Live · all regions nominal

Fraud Operations

Federated learning across 14 institutions · real-time scoring on the ISO 8583 stream.

Transactions / sec

12,847

+8.2% vs 24h

Fraud blocked (24h)

$4.21M

+12.4% vs 24h

False decline rate

0.42%

-0.18% vs 24h

Avg scoring latency

38ms

-4ms vs 24h

Live transaction stream

Scored in <50ms by the federated model.

Streaming

TX	PAN	Amount	Rail	Score	Reason	Status
TX-9F31A	•••• 4421	$8,420.00	Visa · DE	0.97	Velocity + geo mismatch	Blocked
TX-9F30C	•••• 8812	$1,205.55	Mastercard · US	0.84	ISO field anomaly (DE 048)	Review
TX-9F2EE	•••• 0032	$320.00	Amex · GB	0.31	Cleared — federated consensus	Approved
TX-9F2D1	•••• 7765	$15,900.00	Visa · SG	0.92	Merchant MCC drift	Blocked
TX-9F2C4	•••• 1140	$76.20	Mastercard · FR	0.12	Low risk — auto approved	Approved

Federated network

14 institutions · 0 raw records shared

Bank of North Atlantic

3.2k/s

99%

US-East

Helvetia Trust

1.8k/s

97%

EU-Central

Pacific Issuer Co.

2.4k/s

94%

APAC

Andes Pay Acquirer

1.1k/s

91%

LATAM

Last model round

v2.184 · 4m ago · +0.6% TPR

Model health

Aggregated across federated rounds (24h).

True positive rate

96.4%

Precision

92.1%

Drift index

8.3%

Coverage

99.7%

Rules-as-code

Compliance checks on every score.

ISO 8583 · DE 022

Pass

Velocity > 5 / 60s

Pass

MCC drift threshold

Warn

Geo mismatch (auth vs cap)

Pass

Network token mandate

Pass