The credible use of AI in SMB lending is not automated credit approval. It is reducing the human effort required to move a loan from application to a decision-ready state: capturing and classifying information, extracting financial data, spreading financials, calculating ratios, checking policy, and preparing the credit memo. The final credit decision, exceptions, structure, and accountability stay with credit professionals.