Unpacking Digital Labor: AI Agents & the Future of Banks and Credit Unions
“Remember 1993? Cell phones, video calls, ATMs — all promised in 30 seconds of TV. We dismissed them. They became infrastructure. Agentic AI is banking's YOU WILL moment — and this time, it's already in production.”
doubling time for the length of tasks AI agents can autonomously complete — the new Moore's Law for AI
METR 2025 · AI Digest
faster information retrieval for 15,000 financial advisors using a multi-agent GenAI knowledge assistant (live deployment)
Multinational financial services client engagement
estimated annual savings from a single GenAI knowledge assistant deployment in financial advisory
Multinational financial services client engagement
Who it's for
Banking and credit union executives, heads of digital banking and lending, fraud and risk leaders, plus the technology and product leaders evaluating where agentic AI fits in the operating model.
About the talk
Agentic AI is moving fast — the length of tasks AI can autonomously complete is doubling every seven months. For banks and credit unions, the question is no longer whether to adopt, but where to start without breaking trust.
This talk separates AI Agents (instruction-following, specialized, bounded) from Agentic AI (initiative-taking, adaptive, orchestrating multiple agents toward an outcome). It walks through a live example — multi-agent business credit underwriting with seven specialized agents from data collection through documentation — and shows how the same pattern applies to wealth advisory, customer onboarding, fraud sentinels, and personalized communication.
Drawn from real implementations across banks, credit unions, and adjacent financial services, the session pairs the agentic opportunity map with the governance scaffolding leaders need before turning these systems loose on real workflows.
What you'll take away
- 1AI Agents vs. Agentic AI — instruction vs. initiative, specialized vs. adaptive, singular vs. orchestrating, bounded vs. autonomous
- 2Banking's YOU WILL moment: a vivid look at the personal finance and business lending experiences that go from sci-fi to standard within 24 months
- 3A working multi-agent business credit underwriting example: 7 specialized agents from data collection to documentation
- 4Five experimental-stage agentic opportunities banks and credit unions can pilot today — wealth advisory, customer onboarding, fraud sentinel, and personalized communication
- 5A clear-eyed view of the concerns — bias, explainability, hallucination, job loss, regulation — paired with the rapidly maturing governance frameworks (auditing, oversight, guardrails, monitoring) emerging to address them
- 6The 5-point playbook: Start Small Think Big, Human-in-the-Loop, Invest in Talent and Reskilling, Prioritize Ethical Frameworks, Foster a Culture of Adaptability
Book this talk
Tell me about your event and I'll come back with availability and a proposal.