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Case Study

Real-Time Fraud Detection and Sanctions Screening with FICO Falcon Platform

 

Industry

Banking

Location

Global

Our Contributions

Fraud Detection, Transaction Monitoring, AML & Sanctions Screening

Technologies

FICO Falcon, Data Vault Integration

Coforge partnered with a global bank to modernize its fraud detection and transaction monitoring capabilities using the FICO Falcon platform. The objective was to enhance regional fraud detection, improve accuracy, and enable near real-time monitoring of transactions across multiple channels and geographies.

By integrating advanced machine learning models with a centralized data foundation, Coforge enabled intelligent, real-time fraud detection and sanctions screening. The solution improved detection precision, reduced operational inefficiencies, and strengthened the bank’s ability to proactively identify and mitigate financial crime risks.

Transformation Timeline

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The Challenge

The bank needed to enhance its regional fraud detection capabilities while modernizing legacy monitoring systems that lacked real-time processing and advanced analytics. Existing solutions struggled to detect complex fraud patterns, particularly in cross-border transactions, and generated high volumes of false positives.

Additionally, fragmented data across systems limited the ability to analyze behavioral patterns effectively. The absence of a unified data foundation and real-time data capture further impacted detection accuracy and response times.

The organization required a scalable, intelligent solution capable of integrating diverse data sources, enabling real-time monitoring, and improving both detection coverage and operational efficiency.

Our Approach

FICO Falcon-Based ML Models

Developed and deployed advanced fraud detection models on the FICO Falcon platform, tailored to cross-border transaction typologies.

Behavioral Analytics Engine

Enabled deep behavioral analysis across sender-recipient interactions, transaction frequency, and channel usage to identify anomalies and fraud patterns.

Centralized Data Integration

Integrated the solution with a centralized data vault to consolidate transactional and behavioral data for a unified view.

Real-Time Monitoring & Detection

Enabled near real-time data ingestion and processing to support timely and accurate fraud detection and sanctions screening.

Enhanced Investigation Workflows

Optimized alert-to-investigation feedback loops to improve detection precision and investigator productivity.

Partner / Technology Ecosystem

  • FICO Falcon Platform 

  • Centralized Data Vault 

  • Machine Learning & Analytics Frameworks

 

Impact to Date

-35%

Reduction in False Positives

+25%

Improvement in Investigator Efficiency

+40%

Increase in Detection Coverage

Improved

Real-Time Fraud Detection Capabilities