In today's dynamic commercial environment, organizations face increasing pressure to enhance revenue while mitigating the challenges posed by fraud. Proactive fraud management has emerged as a critical component for strengthening revenue assurance and ensuring sustainable financial growth. By implementing robust controls, companies can effectively