log noise  |  telemetry filtering

How to reduce log noise and fight SOC alert fatigue

Do you ever feel like you’re drowning in data? From endpoint logs and firewall events to database auditing and cloud metrics, the sheer amount of data is overwhelming. While telemetry data is crucial for threat detection, incident response, and compliance, it also brings a major challenge: log noise. Log noise obscures meaningful security signals. If left unchecked, you risk increased false positives, overloading security tools, higher SIEM licensing costs, and, most importantly, SOC alert fatigue.