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The insurance industry has the potential to efficiently deal with natural disasters with a low frequency like earthquakes and tsunamis. But the main problem occurs when severe calamities occur like unseasonal cyclones, hurricanes, floods, and fires. Moreover, the rate of these calamities is increasing with each passing year. Hence the property-casualty insurance software domain is facing tons of issues underwriting these risks more so because there is no data available in these cases for assessing risks.