Agentic AI in Financial Services:
Former UBS and SAP Group CIO
Banks run dozens of AI pilots, but almost no AI agents in production, and the gap is in controls, not models. Former UBS Group CIO Oliver Bussmann outlines the key conditions that must be met before agents can go live.
Agentic AI in financial services faces a hard gap in 2026: banks run dozens of pilots, yet almost no agents reach production because an agent operating within a regulated institution needs identity, permissions, audit trails, and a human accountable for its actions. This discussion explores where agentic AI currently adds genuine value in financial services and what conditions must be met before granting an agent write access to critical systems.
Key Points:
- Why AI agents stall between pilot and production in banks, and why controls rather than model quality decide which agents go live.
- The control stack a regulated institution requires before agents can act includes identity verification, permissions, audit trails, and a human responsible for outcomes.
- Where agentic AI is already delivering results in financial services, and how leaders can tell real deployments from demos.
Watch Episode 925 with Oliver Bussmann live on Friday, July 17, 2026, at 1:00 PM ET on CXOTalk. Subscribe for key takeaways from every episode and advance notice of live shows. Join this interactive discussion and ask your questions!
Agentic AI in financial services faces a deployment challenge: banks run dozens of pilots, yet almost no agents operate in production. The gap is in controls, not model capability: an agent operating within a regulated institution needs identity, permissions, audit trails, and human accountability. In Episode 925, Oliver Bussmann, former Group CIO of UBS, explores where agents add value and the conditions that must be met before granting them write access to critical systems.
Bussmann ran technology for UBS when it was the world's largest wealth manager and led the bank's early blockchain work. Today, he advises financial institutions and boards across Europe and writes a weekly executive briefing on agentic AI in finance. This is his third CXOTalk appearance, after conversations on the CIO role in 2014 and on fintech and blockchain in 2016.
What we will cover:
- Why banks have dozens of AI pilots and almost no agents in production
- The controls an agent needs before it can act in a regulated institution: identity, permissions, audit trails, and a human accountable for what it does
- Why agent deployment is a governance question long before it becomes a technology question
- Where agentic AI is delivering in financial services today
- What conditions must be met before an agent gains write access to critical areas
Watch Episode 925 with Oliver Bussmann live on Friday, July 17, 2026, at 1:00 PM ET on CXOTalk. Subscribe for key takeaways from every episode and advance notice of live shows. Join this interactive discussion and ask your questions!
Episode Participants
Oliver Bussmann advises enterprises, top-tier consultancies, and financial services companies looking to stay ahead of the digital disruption curve. He has held influential CXO roles across industries, including at UBS, SAP, Allianz, Deutsche Bank, and IBM.
Michael Krigsman is a globally recognized analyst, strategic advisor, and industry commentator known for his deep expertise in business transformation, innovation, and AI leadership.