At one global manufacturing client, an AI model flagged a potential breach pattern that turned out to be normal behavior from a test server. The system wasn’t wrong — but the humans stopped questioning it. It took a single analyst with strong data storytelling skills to realize the oversight and prevent a full production shutdown. That’s what separates automation from understanding.

The shift no security leader can ignore

When I began advising CISOs and cybersecurity leaders in critical industries, the conversations were about firewalls, audit checklists and incident response playbooks. Then automation arrived — and, soon after, artificial intelligence. Suddenly, everything we thought defined technical excellence began to evolve.

Today, AI has become both an equalizer and a di…

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