Traditional vulnerability scans done quarterly or monthly are like checking the locks once a week in a building with daily foot traffic. Today’s threats move fast, and threat actors exploit windows of opportunity that open and close in hours—not weeks.

Reducing alert volume is just the beginning. AI-SIEM lets you refocus your SOC around outcomes—speed, accuracy, and resilience. It’s the shift from reactive alerting to proactive defense.

The Problem: Too Much Data, Not Enough Insight. Most SIEMs were sold as all-in-one solutions — tools that would collect logs, find threats, and keep you compliant. But in reality? They flood your team with alerts that mean nothing. They show pretty dashboards without telling you what’s wrong. They sit there… until something bad happens.