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My Journey Through CTEM: What Actually Works (And What Doesn't)

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  I've been thinking a lot about Continuous Threat Exposure Management lately, especially after watching several organizations stumble through their implementations over the past few years. The reactive security model feels increasingly outdated, doesn't it? Like bringing a sword to a gunfight. But here's what I've learned through both successes and spectacular failures: just throwing money at CTEM tools won't magically transform your security posture. The cybersecurity industry loves its acronyms and buzzwords. SIEM, SOAR, XDR, and now CTEM. Sometimes I wonder if we're solving real problems or just creating new categories for vendors to sell into. But after observing (and sometimes painfully participating in) various CTEM rollouts across different industries, I've come to believe this approach actually addresses something fundamental that's been missing from our security strategies. The shift from periodic assessments to continuous monitoring repr...

Why Your AI Agent Might Be Making Decisions You Never Approved

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Why We Need to Get Governance Right AI seems to be evolving faster than most of us can keep up with, and honestly, we're stepping into territory that feels pretty different from what we've dealt with before. We're talking about Agentic AI here. These systems aren't your typical chatbots that spit out canned responses or recommendation engines that suggest what you might want to buy next. What we're looking at now are AI systems that can actually set their own goals, make decisions, and take actions without someone constantly looking over their shoulder. The potential here is enormous. We could see complex workflows getting automated in ways we never imagined, innovation happening at breakneck speed. But there's a flip side that we need to be aware of. What happens when AI starts making decisions and we're not even in the room? How do we keep control over systems that might be thinking several steps ahead of us? That's what we really need to talk ...