A robust proactive notification mechanism is increasingly vital for managing potential hazards across various sectors. These frameworks leverage information gathering and evaluation methods to detect emerging problems before they intensify. From natural occurrences like earthquakes to economic volatility, and even public safety emergencies, a well-