Hybrid by Design: Zero Trust, AI, and the Future of Data Control
AI is reshaping how work gets done, accelerating decision-making and introducing new ways for data to be created, accessed, and shared. As a result, organizations must evolve Zero Trust beyond an access-only model into an inline data governance approach that continuously protects sensitive information wherever it moves. Securing access alone is no longer enough in an AI-driven world.
In this episode, we’ll unpack why real-time visibility and control over data usage are now essential for safe AI adoption, accurate outcomes, and regulatory compliance. From preventing data leakage to governing how data is used by AI systems, security teams need controls that operate in the moment - across cloud, browser, SaaS, and on-prem environments - without slowing the business.
We’ll also explore how growing data sovereignty and regulatory pressures are driving renewed interest in hybrid architectures. By combining cloud agility with local control, organizations can keep sensitive data protected, governed, and compliant, regardless of where it resides or how AI is applied.
This segment is sponsored by Skyhigh Security. Visit https://securityweekly.com/skyhighsecurity to learn more about them!
Caleb Sima put together a nice roundup of the issues around detection engineering struggles that I thought worth discussing. Amélie Koran also shared some interesting thoughts and experiences.
Finally, in the enterprise security news,
All that and more, on this episode of Enterprise Security Weekly.
Show Notes: https://securityweekly.com/esw-443
Vulnerability management is often treated as a tooling or patching problem, yet many organizations struggle to reduce real cyber risk despite heavy investment. In this episode, Beck Norris explains why effective vulnerability management starts with governance and risk context, depends on multiple interconnected security disciplines, and ultimately succeeds or fails based on accountability, metrics, and operational maturity.
Drawing from the aviation industry—one of the most regulated and safety-critical environments—Beck translates lessons that apply broadly across regulated and large-scale enterprises, including healthcare, financial services, and critical infrastructure.
Organizations statistically have decent to excellent spending on cybersecurity: they have what should be sufficient staff and some good tools. When they get hit with an attack, however, the response is often an unorganized, poorly communicated mess! What’s going on here, why does this happen???
Not to worry. Ryan and José join us in this segment to offer some insight into why this happens and how to ensure it never happens again!
Segment Resources:
Finally, in the enterprise security news,
All that and more, on this episode of Enterprise Security Weekly.
Show Notes: https://securityweekly.com/esw-442
Every year, I like to sit down and consider what the podcast should be focusing on. Not doing so ensures every single episode will be about AI and nobody wants that. Least of all, me. If I have one more all-AI episode, my head is going to explode.
With that said, most of what we talk about in this segment is AI (picard face palm.png). I think 2026 will be THE defining year for GenAI. Three years after the release of ChatGPT, I think we've hit peak GenAI hype and folks are ready for it to put up or shut up. We'll see winners grow and get acquired and losers pivot to something else. More than anything, I want to interview folks who have actually seen it work at scale, rather than just in a cool demo in a vendor sandbox.
Also on the agenda for this year:
What am I missing? What would you like to see us discuss? Please drop me a line and let me know: adrian.sanabria@cyberriskalliance.com
This topic has been in the works for a while! Ayman had a whole podcast and book focused on all the paths people take to get into security. Jackie worked with WiSys on outlining pathways into a cybersecurity career.
Whether you're already in cyber or looking for a way in, this segment crams a lot of great advice into just 15-20 minutes.
Segment resources:
Finally, in the enterprise security news,
All that and more, on this episode of Enterprise Security Weekly.
Show Notes: https://securityweekly.com/esw-441
For our first episode of the new year, we thought it would be appropriate to dig into some cybersecurity predictions.
First, we cover the very nature of predictions and why they're often so bad. To understand this, we get into logical fallacies and cognitive biases.
In the next segment, we cover some 2025 predictions we found on the Internet.
In the final segment, we discuss 2026, drop some of our own predictions, and talk about what we hope to see this year.
SPOILER: Please fix session hijacking, okay tech industry?
Segment resources:
Show Notes: https://securityweekly.com/esw-440