An underwriter is a person or group of people who write insurance policies and bank contracts guaranteeing the validity of the policies. Without an underwriter’s approval, a policy is not considered valid. Typically underwriters have large sets of data to perform statistical analysis on the probability of different events in order to reduce their risk. This is due in part to the Law of Large Numbers.