This prompt library, developed by an NBA member for fellow member bank teams, walks through three practical, AI-built tools: a succession planning and key person risk tracker, a new-hire onboarding dashboard for small business lending officers, and a BSA/AML self-assessment tool — built using publicly available AI chat interfaces, no coding required.

Each example includes screenshots, the reasoning behind the design, and the exact prompts used to build it, so your team can adapt them for your own institution's needs. The guide also frames three questions every bank should work through before scaling AI internally: how to balance employee experimentation with data privacy and cybersecurity guardrails, how to think about vendor contracts as AI capabilities absorb more in-house functionality, and how to decide which tools are worth building standalone versus integrating into core systems.
 

Key takeaways:

• Three working examples: succession-planning risk tracking, small-business lending officer onboarding, and BSA/AML regulatory self-assessment — each with screenshots and full prompts.

• A framework for governance: guidance on safe employee experimentation, vendor contract evaluation, and standalone-versus-integrated tool decisions.

• Built for immediate use: prompts are ready to adapt, test, and deploy at your institution with existing AI chat tools.