As the global digital betting landscape evolves rapidly, regulatory bodies and industry stakeholders are confronting new challenges surrounding market integrity, transparency, and user protection. The proliferation of online sportsbooks has facilitated unprecedented access to betting markets, yet it also raises critical questions about fairness, illegal activity prevention, and consumer confidence. Central to addressing these concerns…