CFPB Evaluates Use of Alternative Data and Modeling Techniques in the Consumer Lending Credit Process

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On February 16, 2017, the Consumer Financial Protection Bureau (CFPB or Bureau) issued a Request for Information (RFI) regarding use of alternative data and modeling techniques in the consumer lending “credit process.” The CFPB defines the “credit process” broadly as all processes and decisions made by a creditor during the full life cycle of the credit product, including marketing, pre-screening, fraud prevention, application, underwriting, account management, credit authorization, setting of pricing and terms, and servicing and collection of debts. According to the Bureau, it is seeking information about the benefits and risks of using alternative data and modeling techniques in consumer lending as the agency begins to consider future activity to encourage responsible use of these techniques and reduce regulatory burdens that could impede their use. The Bureau is also interested in information as it relates to small business lending.

The RFI comes at a time of heightened regulatory interest in and scrutiny of alternative data and modeling techniques and their potential impact on consumers. In November 2016, the Bureau published a RFI seeking public comment on various aspects of data aggregation services, including market practices and potential market developments with respect to companies that offer products and services that use financial account data with the permission of the consumer.

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