Can banks use AI to decide credit limit increases?

Yes, with controls. AI can identify cardholders likely to benefit from and handle higher limits using payment, utilization, and cash-flow signals. Issuers must still consider ability to pay under Regulation Z §1026.51, test for fair lending impact, and manage the model under model risk guidance such as SR 11-7.