Security operations centres have added tools faster than people. The result is a backlog nobody admits to. High-performing teams share a trait: ruthless tuning. They disable noisy detections, measure time-to-triage and treat false positives as bugs.

Automation that actually helps

The wins are boring: enrichment, deduplication and auto-closing known-benign patterns. Teams that tried to automate decision-making ran into trust problems. The analysts still decide; the machines just prepare the file.

Key takeaways

  • Noisy detections are disabled, not tolerated
  • False positives are tracked like defects
  • Automation enriches rather than decides

This story is part of our ongoing coverage of cybersecurity. We will update it as more details emerge.