Contemporary financial regulation encounters distinct obstacles as traditional oversight methods meet rapidly changing technical advancements. Regulatory frameworks must find equilibrium the requirement for incident oversight with the flexibility required for growth. This vibrant atmosphere calls for advanced methods in maintaining market integrity