How Agentic AI is Transforming Enterprise Engineering and Development
Host Dimitri Sirota interviews former CTO Matt Swann about how agentic AI transforms enterprise engineering by acting as autonomous team members, offering insights on implementation and risk management.
6 May 2026TRANSCRIPT
Minisode: Who Owns AI in the Enterprise?
AI adoption is moving faster than most security strategies can keep up, and many teams are still treating it like a contained tool instead of a shared risk.
On this minisode of Ctrl + Alt + AI, host Dimitri Sirota brings together key insights from past conversations with Trevor Hughes (https://www.linkedin.com/in/jtrevorhughes/), President of the IAPP (https://iapp.org/about); Heather Ceylan (http://linkedin.com/in/heatherceylan), SVP & Chief Information Security Officer at Box (http://www.box.com); and Aqsa Taylor (https://www.linkedin.com/in/aqsa-taylor/), Chief Security Evangelist at Exaforce (https://www.linkedin.com/company/exaforce/), to break down what leaders are consistently getting wrong about AI risk. Drawing from discussions with security and data experts, Dimitri connects the dots across identity, access, and data exposure to show how AI is quietly expanding the attack surface.
This short-form episode focuses on the patterns emerging across organizations, from unseen AI usage to gaps in data control, and what that means for security teams trying to respond in real time.
In this episode, you’ll learn:
Why AI adoption is happening without centralized visibility
How data exposure increases once it enters AI systems
Why traditional security timelines no longer match AI-driven risk
Things to listen for:
(00:00) Why AI risk is often underestimated
(00:45) AI adoption without visibility across teams
(01:30) The shift from tools to shared risk
(02:20) How AI expands access to sensitive data
(03:40) Why response time is now a critical gap
(05:10) Patterns across recent security conversations
(06:30) Data control before AI ingestion
(08:00) What security leaders need to rethink
Listen to the full episodes here:
How AI Risks Are Changing Privacy and What Security Leaders Must Do About It feat. Trevor Hughes (https://youtu.be/laq9sFFLqIM?si=jyxcy4UjlugaxDMV)
Why Agent Identity Is Now a Security Priority feat. Heather Ceylan (https://youtu.be/rhHBU3QdCM0?si=f5yfG3Ji6_54SXHP)
Why AI Breaks Traditional Security Playbooks feat. Aqsa Taylor (https://www.youtube.com/watch?v=gM0DQzPIfC0&list=PLLsddRjFMGjBK4MpkQlOvp7XjtZwUQp0O&index=5)
22 Apr 2026
How Data Governance and AI Intersect in Large Enterprises
Host Dimitri Sirota interviews Justin Heller, former Chief Data Officer at Synchrony Financial, about leveraging data governance for effective AI integration and sustainable business value in large enterprises.
Inside a recent episode
How Agentic AI is Transforming Enterprise Engineering and Development
Published 29 May 2026 · Transcript excerpt
[…] So what's your sense of that? yeah i i think it varies by by company sort of size shape and maturity levels i think larger incumbents that has much larger you know engineering workforce that is going to have to adapt to a lot of the change like you want all of it right like i i need a strategy that incorporates the use of llms and Also, I want to make my developers more productive. And so I want to use the GPTs and, you know, and hopefully I've been using machine learning and a number of things. I've got some, you know, competencies kind of in places. […]
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