How to Achieve the Best Risk-Based Alerting (Bye-Bye SIEM)

**Executive Summary:** This contributed article promotes Network Detection and Response (NDR) as superior to traditional SIEM for risk-based alerting, explaining how real-time network analysis, machine learning, threat intelligence integration, and automation can prioritize high-risk alerts, reduce false positives, and improve incident response; it outlines implementation steps, risk scoring mechanics, example use cases, and invites readers to download a related whitepaper.