The most common AI use cases in lending are document extraction and classification, intake automation, identity and fraud verification, financial spreading, covenant monitoring, and pre-funding quality checks. These are widely in production. Credit memo drafting, cash-flow decisioning, servicing assistance, and collections prioritization are scaling quickly, while hardship and workout support is still emerging.