AI Integration
Our AI fraud detection engines analyze thousands of signals per transaction in under 50 milliseconds. Using graph neural networks, behavioral biometrics, and anomaly detection, we identify sophisticated fraud patterns that rules-based systems miss — while keeping legitimate customers friction-free.
The Problem
Sub-50ms fraud scoring for every transaction using ensemble ML models that evaluate device fingerprints, geolocation, velocity, and behavioral patterns - Without this, you risk wasting time, money, and competitive opportunities.
Graph neural networks that map relationships between accounts, devices, and transactions to uncover organized fraud rings and money laundering networks - Without this, you risk wasting time, money, and competitive opportunities.
Continuous authentication using typing patterns, mouse movements, touch dynamics, and navigation behavior to detect account takeover in real time - Without this, you risk wasting time, money, and competitive opportunities.
How We Do It
Analyze your current fraud patterns, loss data, false positive rates, and existing detection capabilities to identify the highest-impact improvement areas
Build real-time streaming infrastructure that ingests transaction data, device signals, and behavioral telemetry with sub-second processing latency
Train ensemble fraud models on your historical data with class imbalance handling, adversarial testing, and precision-recall optimization
Run the AI system in shadow mode alongside your existing fraud system, comparing results and fine-tuning before production cutover
Full production deployment with real-time monitoring, A/B testing against legacy systems, and continuous model improvement based on analyst feedback
The Proof
CodeLeap transformed our vision into a complete product in just 3 months. The quality and commitment were exceptional - we could not have achieved this on our own in an entire year.
Sarah Chen
Chief Technology Officer, TechVista Inc.
Average efficiency gain for clients after AI integration
What You Get
Timeline: 10-18 weeks
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