Hail Vulnerability, on the other hand, refers to the survivability of a given structure during a hail event, regardless of the level of hazard. This part of the risk equation is not widely available in the industry, insurers do not have a holistic view of property conditions, and therefore are not able to accurately predict hail losses and act accordingly to prevent them. Detecting property-level vulnerability is the key function of our platform, which uses computer vision to analyze aerial imagery for specific attributes that contribute to hail vulnerability – attributes such as missing shingles, roof material, and roof staining. These attributes are selected based on historical hail claims dataset and are modeled into a single, transparent Hail Vulnerability Score indicating the probability of a claim for that property during a hail event.