Next-Gen Fraud Detection

Stop Financial Crime
Before It Impacts

GraphMule analyzes complex transaction networks in real-time to uncover cycles, smurfing, and shell accounts that traditional rules miss.

Suspicious Activity Detected

Critical Alert

Anomalous layering pattern detected across 12 linked accounts with high-velocity transactions matching known smurfing typologies.

Confidence
99.8%
Risk Score
High
Time to Detect
12ms

Core Engines

See What Others Miss

Traditional rule-based systems generate high false positives. GraphMule uses graph topology to identify the structure of financial crime.

Cycle Detection

Identify circular flows where money loops back to the originator, a classic sign of wash trading and synthetic fraud.

Smurfing Analysis

Detect fan-out (layering) and fan-in (integration) patterns used to break large sums into undetectable micro-transactions.

Shell Accounts

Pinpoint dormant or pass-through nodes that exist solely to move funds, characterizing them by degree and volume ratio.

Background Flow

Solutions

Enterprise-Grade Defense

AML Compliance

Automated monitoring for regulatory reporting and audit trails.

Payment Fraud

Real-time blocking of suspicious transactions before settlement.

Identity Theft

Detect synthetic identities through network link analysis.

Merchant Risk

Assess risk profiles of new and existing merchant accounts.

Crypto Tracing

Track illicit funds across blockchain hops and mixers.

Internal Audit

Identify employee collusion and embezzlement schemes.

Technology

Built for Hyperscale Intelligence

A modern stack designed for low-latency decisioning on billion-node graphs.

Graph Neural Engine

Proprietary Rust-based runtime executing complex traversals in microseconds.

fn detect_cycle(graph: &Graph) -> Result {

// efficient DFS with path pruning

let nodes = graph.scan_edges(Target::HighRisk);

await engine.process(nodes);

}

Real-time Ingestion

Connect via gRPC, Kafka, or REST. 100k+ events/sec throughput.

Enterprise Security

SOC2 Type II ready. End-to-end encryption and granular RBAC.

Seamless Integration

Works with your existing stack.

AWS
GCP
Azure
Snowflake
Databricks
Trusted by security teams at
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