Insurance fraud is a pervasive problem that costs billions of dollars each year. Fraudulent claims can result in higher premiums, higher costs for consumers, and a loss of trust in the insurance industry. Detecting and preventing fraud is crucial for both individuals and companies to ensure that resources are used fairly and that premiums remain