Much ado about nothing: why AI agents keep failing in banking

In 2025, almost every bank refreshed its AI strategy. Banks launched AI experiments and agentic AI POCs. Press releases promised step-changes in customer support, operational efficiency and compliance automation. And yet, to date, banks have very little to show.