Abstract: There is provided a method that includes (a) receiving an inquiry to initiate a search for data for a specific individual, (b) determining, based on the inquiry, a strategy and flexible predictiveness equations to search a reference database, (c) searching the reference database, in accordance with the strategy, for a match to the inquiry; and (d) outputting the match. The method may also output flexible feedback related to the match that reflects inferred quality of the match experience which can be used by an end-user to determine the degree to which the matched entity meets that end-user's quality-based criteria. There is also provided a system that performs the method, and a storage medium that contains instructions that control a processor to perform the method.

Abstract: A method for evaluating a risk of default for a business. The method includes categorizing commercial data into a plurality of commercial attributes, allocating each of the commercial attributes to at least one of a plurality of commercial modules, ranking each of the commercial attributes according to best-attributes for each one of the plurality of commercial modules, applying a logistic regression model to the best-attributes to yield a commercial score for each one of the plurality of commercial modules; and determining a commercial risk model score by combining all of the commercial scores for the plurality of commercial modules.