Issuers use AI across post-issuance work: classifying and assembling dispute cases, tracking regulatory deadlines, recommending credit limit changes with reasons, handling routine servicing requests, assisting agents during calls, screening hardship requests, following up on fraud cases, and resolving settlement exceptions. People keep decisions with cardholder impact, such as denials and line decreases.