Practical field notes on AI ROI, vendor selection, governance, and 90-day execution for community financial institutions.
Default AI vendor agreements often grant vendors broad rights to your data and the resulting intellectual property. Before signing any AI contract, leadership must insist on specific clauses that protect the institution's primary asset: its data.
For community banks and credit unions, the most effective entry point into AI for fraud is not a 'rip and replace' of core systems, but the targeted augmentation of existing transaction monitoring to reduce false positives. This is a vendor-led initiative that requires rigorous third-party risk management.
Regulators are not creating new rules for AI, but applying existing Third-Party Risk Management frameworks with greater intensity. Your AI vendor must be prepared to meet these established standards from day one.
For a $1-5B institution, the AI vendor landscape is complex. Building is not an option. The real decision is between buying a product and forming a strategic partnership. The distinction is critical.
Seven questions that separate deployable partners from persuasive demos.