Advanced digital twin modeling systems have been developed to help first responders anticipate wildfire spread in San Diego. These tools integrate topography, vegetation moisture, and wind data to predict where fires will move faster, highlighting a gap between traditional infrastructure and the need for more adaptive, data-driven approaches