Most SOC teams don’t struggle to detect threats. They struggle to decide what matters first.
Alerts arrive constantly, often with limited context and varying quality. Analysts are expected to interpret them quickly, accurately, and consistently - even as environments change and queues grow. Triage becomes less about analysis and more about managing pressure.
This is where AI begins to matter, not as a replacement for analysts, but as a way to restore structure to the triage process.
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