
The current security landscape reveals that a database containing ten million indicators of compromise often provides significantly less defensive value than a single verified alert containing rich behavioral context. This observation underscores a growing realization within the cybersecurity industry regarding the “quiet contradiction” of modern data management. Organizations are frequently overwhelmed by a surplus of telemetry while remaining fundamentally starved










