Fueled by the accessibility boom of machine learning (ML), artificial intelligence (AI) and advanced data modeling, local agencies and private enterprises are empowered to proactively model critical events in a way that was previously cost-restricted to federal agencies or large universities. As a result, the field of disaster preparedness and response is undergoing yet another transformative shift.