Financial supervision indeed undergone significant transformation in recent years, driven by technical advancement and shifting market dynamics. Regulatory bodies are adjusting their methods to deal with emerging challenges while promoting sustainable growth. This shift reflects the requirement for more sophisticated supervisory mechanisms. Cross-