AI-driven security automation is rewriting the rules of cyber defense. Traditional metrics like “mean time to respond” no longer capture real effectiveness.

The real measure is whether organizations can stop attacks before they succeed, not just process alerts faster according to the latest article from the New Stack publication.

AI-driven security automation introduces new metrics that matter: win rates against specific attack techniques, prevention of kill chains, and detection of novel threats.

By shifting analyst time from reactive triage to proactive threat hunting, organizations can measure success in terms of risk avoided and business impact reduced.

Done right, this transformation delivers faster containment, reduced financial risk, and stronger resilience.

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