GAO studies fintech trends, recommends need for clarity on use of alternative data
In December, the Government Accountability Office (GAO) issued a report entitled “Financial Technology: Agencies Should Provide Clarification on Lenders’ Use of Alternative Data,” which addresses emerging issues in fintech lending due to rapid growth in loan volume and increasing partnerships between banks and fintech lenders. The report also addresses fintech lenders’ use of alternative data to supplement traditional data used in making credit decisions or to detect fraud. The report notes that many banks and fintech lenders welcome additional guidance to ease the regulatory uncertainty surrounding the use of alternative data, including compliance with fair lending and consumer protection laws. The report’s findings cover the following topics:
- Growth of fintech lending. GAO’s analysis discusses the growth of fintech lending and several possible driving factors, such as financial innovation; consumer and business demand; lower interest rates on outstanding debt; increased investor base; and competitive advantages resulting from differences in regulatory requirements when compared to traditional state- or federally chartered banks.
- Partnerships with federally regulated banks. The report addresses two broad categories of business models: bank partnership and direct lender. GAO reports that the most common structure is the bank partnership model, where fintech lenders evaluate loan applicants through technology-based credit models, which incorporate partner banks’ underwriting criteria and are originated using the bank’s charter as opposed to state lending licenses. The fintech lender may then purchase the loans from the banks and either hold the loan in portfolio, or sell in the secondary market.
- Regulatory concerns. GAO reports that the most significant regulatory challenges facing fintech lenders relate to (i) compliance with varying state regulations; (ii) litigation-related concerns including the “valid when made” doctrine and “true lender” issues; (iii) ability to obtain industrial loan company charters; and (iv) emerging federal initiatives such as the OCC’s special-purpose national bank charter, fragmented coordination among federal regulators, and the CFPB’s “no-action letter” policy.
- Consumer protection issues. The report identifies several consumer protection concerns related to fintech lending, including issues related to transparency in small business lending; data accuracy and privacy, particularly with respect to the use of alternative data in underwriting; and the potential for high-cost loans due to lack of competitive pressure.
- Use of alternative data. The report discusses fintech lenders’ practice of using alternative data, such as on-time rent payments or a borrower’s alma mater and degree, to supplement traditional data when making credit decisions. GAO notes that while there are potential benefits to using alternative data—including expansion of credit access, improved pricing of products, faster credit decisions, and fraud prevention—there are also a number of identified risks, such as fair lending issues, transparency, data reliability, performance during economic downturns, and cybersecurity concerns.
The GAO concludes by recommending the CFPB, Federal Reserve Board, FDIC, and the OCC communicate in writing with fintech lenders and their bank partners about the appropriate use of alternative data in the underwriting process. According to the report, all four agencies indicated their intent to take action to address the recommendations and outlined efforts to monitor the use of alternative data.