Financial supervision indeed undergone major transformation in recent years, driven by technical advancement and shifting market dynamics. Regulatory bodies are adjusting their methods to deal with new challenges while encouraging sustainable growth. This shift shows the requirement for more sophisticated supervisory mechanisms. The advancement of