The client’s existing SOC was overwhelmed by alert volume — most were false positives, and genuine threats were buried in noise. The security team spent the majority of their time on manual triage rather than investigation and response.
We designed an AI-augmented detection and triage pipeline that integrates with the client’s existing SIEM infrastructure. The system correlates events across network, endpoint, and application logs, assigns risk scores based on behavioral context, and surfaces high-confidence alerts for analyst review.
The approach focused on reducing analyst fatigue without introducing black-box decisions. Every escalated alert includes an explanation of why it was flagged and what correlated events contributed to the score. Analysts retain full authority over response actions.
We also implemented supply chain threat monitoring specific to the semiconductor industry — tracking anomalies in vendor access patterns, build pipeline integrity, and IP-related data movement. The system operates on continuous monitoring rather than periodic scans, providing the security team with a real-time operational picture.