Beyond Log Collection: Building an AI-Native SIEM That Actually Stops Data Exfiltration

Feb 16 · 27 min read · A comprehensive blueprint for telemetry, correlation, control plane enforcement, and measurable validation Abstract Modern adversaries no longer rely on known exploits or signature based malware. Data exfiltration campaigns increasingly use zero day ...