Fraudulent activities are a growing concern for businesses worldwide, posing significant financial and reputational risks. As businesses modernize, the threat of fraud becomes more sophisticated, highlighting the need for advanced fraud analytics, fraud detection, and fraud prevention mechanisms in risk management strategies.