Credit card fraud detection

 

Objective

 

A leading European Bank needed to improve fraud detection capabilities around credit cards

Challenges
 

  • Detecting and preventing fraudulent applications
  • Evolving sophistication of fraudulent activities

Approach
 

  • Built an AI-based system that detects fraud in real-time.
  • Used data analysis approach to  create patterns of each client's behavior based on previous transactions.
  • Enriched the information with third-party data such as geo data taken from the bank's mobile application.

Impact
 

  • Enabled identification of fraudulent transactions from legitimate transactions
  • Decreased operating costs with an AI-based automated approach to fraud detection

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