AI-Powered Fraud And Transaction Intelligence Platform

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Client

Leading Digital Banking Company

Industry

FinTech / Risk & Fraud Management

Services Integrated

AI-Driven Transaction Monitoring, Real-Time Risk Scoring, Fraud Detection & Prevention Controls, Behavioral Pattern Analysis, Alerting & Investigation Support

Tech stack used
Power BI
AWS
AWS SageMaker
Apache Airflow
Apache Spark
PostgreSQL
Redis
FastAPI
Scikit-Learn
XGBoost
Docker
Kubernetes
HashiCorp Vault
Power BI
AWS
AWS SageMaker
Apache Airflow
Apache Spark
PostgreSQL
Redis
FastAPI
Scikit-Learn
XGBoost
Docker
Kubernetes
HashiCorp Vault

Challenges And Objectives

The client was handling a rapidly increasing volume of digital transactions across various channels, and struggled to keep up with evolving fraud patterns. This led to gaps in risk detection and additional pressure on operations teams. They collaborated with us to build a fraud and transaction intelligence platform to tackle the following challenges:

Solutions

The Intellivon Approach

We developed a fraud and transaction intelligence platform for our client that uses AI, designed specifically for their high-volume digital transactions. The platform improves real-time monitoring, enhances risk scoring, and allows for earlier fraud detection. We also ensured that the risk and operations teams will have full control over alerts, investigations, and decision workflows.

Real Results

The AI-powered fraud and transaction intelligence platform we built delivered measurable improvements in detection accuracy, operational efficiency, and real-time oversight. At the same time, legitimate transactions now flow more smoothly, improving the overall customer experience.

• Fraud detection speed improved by 58% through real-time monitoring and scoring.
• False positives reduced by 43%, lowering unnecessary transaction blocks.
• Early risk identification increased by 39% with behavioral analysis.
• Manual investigation effort reduced by 35% through centralized alerting.
• Transaction monitoring coverage improved by 46% across digital channels.

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