“Good security tools don’t replace people. They help people focus on what actually matters.”
AI shows up in a lot of security conversations these days, and usually not in a comforting way. We hear about attackers moving faster, scams getting smarter, and risks multiplying. Brent Ufkes is back for a conversation that looks at a different angle. Instead of focusing on how AI can be misused, we talked about how it’s already helping security teams do their jobs better.
One of the biggest themes was visibility. Security teams deal with constant noise. Alerts pile up. Logs fill systems. Important signals can get buried fast. AI helps by summarizing events, correlating activity across systems, and filtering out what doesn’t matter. Instead of staring at hundreds of alerts, teams can focus on the few that actually deserve attention.
We also talked about how AI fits into development and testing. Reviewing code earlier. Flagging potential issues before they ship. Running security tests continuously instead of once a year. As code moves faster and surface area grows, this kind of ongoing feedback matters more than ever.
Modern environments are made up of many tools that don’t naturally talk to each other. AI helps bridge those gaps, pulling information together so teams can see cause and effect instead of isolated events.
Of course, none of this works without humans. Access still needs boundaries. Agents still need oversight. Someone has to decide what’s acceptable and what needs to change. The takeaway is that AI isn’t replacing security teams. It supports them. When used thoughtfully, it frees people up to focus on judgment, context, and the risks that actually matter.
Episode Highlights
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- [02:22] AI as a Security Teammate
- [03:41] Cutting Through Alert Fatigue
- [07:16] Continuous Testing with AI Agents
- [11:33] Connecting the Dots Across Systems
- [16:51] Oversight, Governance, and the Human Role
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Learn more about the security of the Redox data interoperability platform here.
Contacts
- Matt Mock: [email protected]
- Meghan McLeod: [email protected]