Three Threats Reshaping Financial Services: Identity, Supply Chain, and AI

Oct 17, 2025

Cyber resilience in financial services is often treated as a checklist of tools and controls, rather than what it truly is: a system of people, intelligence, and collaboration working together.

In this episode of Data Security Decoded, join Caleb Tolin as he sits down with Troy Wells, Intelligence Officer at FS-ISAC and former U.S. Army intelligence officer, to explore how principles like teamwork, trust, and preparation, forged in national security, translate directly into protecting the global financial system. From using fire-safety lessons to explain prevention, detection, and response, to breaking down the difference between AI models and AI agents, Troy shares practical guidance for banks and financial institutions building resilience in the face of evolving threats.

What You’ll Learn:
Why prevention, detection, and response are strongest when treated as a cycle, not silos
How AI models act as “calculators” while AI agents act as “interns,” and what oversight each requires
The guardrails that financial institutions should set before deploying AI tools at scale
How cloud misconfigurations in even major enterprises reveal the need for security-first design
The three threat trends that will shape financial services in the next 12–24 months: identity attacks, supply chain compromises, and AI-enabled adversaries

Chapters:

0:00 Intro & Welcome

0:22 From Army Intelligence to FS-ISAC

3:20 Fire-Safety Analogy for Prevention, Detection & Response

8:15 AI Models vs. AI Agents: Calculators and Interns

12:22 Four Guardrails for Secure AI Adoption

17:00 Cloud Misconfigurations & Lessons for Resilience

21:39 Three Threats Shaping the Next 24 Months

27:35 Building Resilience Through Collaboration

30:02 Closing Thoughts & Where to Find Troy

Episode Resources:
Caleb Tolin on LinkedIn: https://www.linkedin.com/in/calebtolin
Troy Wells on LinkedIn: https://www.linkedin.com/in/troy-wells-cissp

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