WN Mackenjas exists because most organizations don't need another tool bolted onto their stack. They need someone who can make the tools they already have actually work the way they were meant to.
We built our practice around one discipline: turning telemetry into detection value — tuning EDR, SIEM, and logging platforms until the signal that matters is the signal your team actually sees.
Legitimate administrative activity generates excessive false positives, overwhelming analysts and consuming valuable investigation time.
High-risk behaviors such as process hollowing or malicious RunDLL execution can disappear beneath thousands of low-value alerts.
Incomplete logging and poorly integrated security tools can leave activity completely undetected — not because an attacker found the gap, but because the telemetry needed to see it was never captured.
Poorly tuned detection logic increases the time between an adversary's activity and your team's ability to identify it.