Correlation rules have not kept pace with modern cyberthreats, leaving SOCs under pressure. While static rules are effective at detecting known triggers and supporting business needs, they require engineers to write and maintain them manually. Even when rules incorporate context, the process becomes increasingly complex as environments grow. This leads to high maintenance, limited adaptability, and difficulty addressing evolving attack techniques. As threats advance, static correlation rules struggle to provide the flexibility and depth needed for effective detection and response.

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