Journal Article
How AI Adoption Might Affect Bank Lending
Abstract: Commercial banks have led the adoption of artificial intelligence (AI) in recent years. Evidence suggests that banks using AI more intensively tend to have higher returns on assets and higher shares of problem loans. Increased AI usage is also associated with declines in the shares of small business lending. This pattern suggests that AI helps banks in processing hard data, such as credit scores and financial statements, and issuing fewer small business loans that rely more on soft information, such as personal and business relationships.
Access Documents
File(s):
File format is application/pdf
https://www.frbsf.org/wp-content/uploads/el2026-25v2.pdf
Description: PDF - view
File(s):
File format is text/html
https://www.frbsf.org/research-and-insights/publications/economic-letter/2026/09/how-ai-adoption-might-affect-bank-lending/
Description: FRBSF - view
Bibliographic Information
Provider: Federal Reserve Bank of San Francisco
Part of Series: FRBSF Economic Letter
Publication Date: 2026-09-21
Volume: 2026
Issue: 25
Pages: 6