Processing system to generate risk scores for electronic records

A system to automatically generate risk scores for a front-end application computer server of an enterprise, comprising:

• (a) a potential association data store containing electronic records representing a plurality of potential associations with the enterprise and, for each potential association, an electronic record identifier and a set of attribute values;
• (b) a historical data store containing electronic records representing prior associations with the enterprise and, for each prior association, an electronic record identifier, a set of attribute values, and at least one prior result;
• (c) an automated scoring analysis computer, coupled to the potential association data store and the historical data store, programmed to:
• (i) access information in the historical data store, including sets of attribute values and prior results for a plurality of prior associations, to create a scoring model,
• (ii) receive an indication of a selected potential association from the potential association data store, including the set of attribute values,
• (iii) calculate a risk score for the selected potential association based on the scoring model, and
• (iv) output an indication of the calculated risk score;
• (d) the front-end application computer server, coupled to the automated scoring analysis computer, programmed to:
• (v) receive the indication of the calculated risk score for the selected potential association, and
• (vi) automatically select a workflow path from a plurality of potential workflow paths based on the indication of the calculated risk score;
• and
• (e) a communication port coupled to the front-end application computer server to facilitate a transmission of data associated with an interactive user interface display in accordance with the selected workflow path via a distributed communication network.