SPoG Global by Manzeera One operating layer. Every signal. Every sector.

DETECTION ENGINEERING & CONTENT QUALITY

Detection rules degrade silently as logs and formats change, so false positives climb and broken detections go unnoticed. Nobody sees which rules are quietly dead.

Actors

Detection Engineering Lead
SOC Manager
Security Data Engineer

Systems / Vendors

SIEM
Detection content / rules
CI / test tooling

Business Question

"Which of our detection rules are broken, noisy or silently dead because a log source changed?"

What SPoG Does

Monitors rule health, false-positive rates and broken detections.
Tracks log dependencies and test coverage.
Keeps detection content trustworthy over time.

Outcome Metrics

−40%

False positives

1

Live rule-health view

6–10 wks

To first outcomes

Detection Engineering & Content Quality