Frequently Asked Questions
What does AI add to security monitoring?
It flags unusual patterns that fixed rules miss, because it learns what normal looks like in your environment rather than matching a predefined signature. It supplements rule-based tools rather than replacing them.
Does this replace our existing security tools?
No. It works alongside them. Rule-based tools are good at known threats, while the AI layer helps with activity that has not been seen before.
What about false alarms?
Tuning is part of the work. An alerting system nobody trusts is worse than none, because real warnings get ignored along with the noise, so thresholds are adjusted against your actual traffic.
What does infrastructure resilience cover?
Keeping the systems your business depends on available: monitoring, capacity and recovery when something fails. The AI element is mostly in spotting degradation early rather than after an outage.
Is our data used to train shared models?
That is a question to settle explicitly before any engagement, and the answer depends on the tools chosen. It is covered during the assessment rather than left implicit.