Method and apparatus for facilitating provision of exposure management based on streaming data feeds via machine learning and low latency modeling

Abstract

A method for expediting speed and enhancing accuracy of debit limit determinations based on streaming data feeds may include monitoring event data for an event trigger that, when received, directs a call to determine a debit limit for a customer, receiving streaming data from a plurality of arbitrary sources, the streaming data including features evaluated by a business logic module to determine the debit limit for the customer, employing a machine learning module to extract the features from the streaming data and supply the extracted features to the business logic module, and determining the debit limit based on the extracted features via the business logic module responsive to the event trigger.

Dependencies are inferred from the claim text.