The most interesting work happening at banks today is in the spaces customers actually touch every day: the borrower experience, the depositor experience, the cardholder experience, and the moments where a human and a machine hand off the conversation. Done well, AI is making those interactions faster, more personalized, and more compliant. Done poorly, it is creating new failure modes that banks are only beginning to understand.
This panel brings together senior leaders from major U.S. banks and fintechs to go deep on what is actually working, what is not, and where the puck is heading. We will cover three connected areas:
- Customer service and the AI-to-human handoff. How banks are deploying AI agents on the front line, where the technology genuinely outperforms human reps, and how the best teams are designing seamless transitions from bot to banker. Plus the compliance layer that financial services demands and that most generic AI deployments ignore.
- The borrower and depositor experience. Personalization at scale, life-cycle engagement, and the use of hybrid machine learning and LLM models to drive smarter, more relevant interactions. Why no bank has truly cracked this yet, and what the leaders are doing differently.
- Prioritization in a world of infinite AI use cases. AI is hitting banks from every angle at once. We will ask each panelist: what should you be investing in today, what is on your roadmap for next year, and what are you deliberately not doing yet, and why?
This is a panel for product leaders, technology executives, customer experience heads, and senior operators at banks and fintechs who want a candid view from the practitioners actually shipping this work.



