CNG Holdings uses machine learning to enhance fraud detection and prevention while ensuring a smooth customer experience. By focusing on identity verification from the outset, they transitioned from reactive to proactive fraud prevention.It then modifies the model accordingly. Through methods like classification, regression, prediction and gradient