In today's dynamic business landscape, organizations face increasing pressure to maximize revenue while mitigating the risks posed by fraud. Proactive fraud management has emerged as a critical pillar for strengthening revenue assurance and ensuring sustainable financial performance. By implementing robust measures, companies can effectively detect