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The ROI of AI-Driven Security Automation: Metrics That Matter

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AI isn’t just improving security operations; it’s fundamentally rewriting the rules of what’s possible. And that means the metrics we’ve relied on for decades are suddenly becoming irrelevant.

Every discipline has faced this reckoning. Software development once measured productivity in lines of code written — a metric that became instantly meaningless when AI could generate thousands of lines in seconds. DevOps teams built their world around DORA metrics like deployment frequency and change failure rate, optimized for human-paced…

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