AI Engine

AI Engine

Built-in AI that learns your network and runs entirely on your own server

SoldierX AI NMS includes AI features that help your team understand what is normal, catch problems early, keep the network map complete and understand failures.

Everything runs inside your deployment. Nothing is sent to the cloud, before or after activation, and no internet connection is needed.

ai-engine.soldierx.internal • Feature Status
AI BaselinesActive
Baselines ready for all monitored devices
AI Anomaly DetectionLearning
Building history · reports when ready
AI Link InferenceActive
4 suggested links awaiting review
AI Failure AnalysisAdd-on
Available as an optional add-on
● Runs on this serverNo outbound connections

AI Baselines

Know what normal looks like for every device. Baselines are learned per device, per interface and per time of week, and suggest alert thresholds that fit each device.

Learn more about AI Baselines

AI Anomaly Detection

Spot unusual behavior as it starts. Live values are compared with the baseline for that device and time, and findings arrive through the alerts you already use.

Learn more about AI Anomaly Detection

AI Link Inference

Keep the network map complete, even where devices do not report their neighbors. Suggested links show their confidence and evidence, and you decide what is added.

Learn more about AI Link Inference

AI Failure Analysis (Add-on)

Find out what likely failed, what else it took down, and where the network is fragile, instead of working through many separate alerts.

Learn more about AI Failure Analysis
How It Works

How the Features Work Together

1

Complete the topology

AI Link Inference fills gaps in the network map so every connection is accounted for.

2

Learn what is normal

AI Baselines learn the typical behavior of each device and interface.

3

Flag what is not

AI Anomaly Detection uses the baselines to raise unusual behavior as alerts.

4

Explain failures

AI Failure Analysis uses the topology and alerts to point to the likely cause and show fragile areas.

Secure by Design

Why It Fits Secure and Air-Gapped Networks

Runs on your server with no outbound connections
Learns only from your own network's history
Nothing is shared with COMMANDO or anyone else
Every finding shows the data behind it
Administrators can turn each feature on or off
Follows the same user roles and subnet access rules

Frequently Asked Questions

Does the AI need an internet connection or a cloud account?

No. All AI features run on the SoldierX AI NMS server and need no outside connection.

Is my network data shared with COMMANDO?

No. Your data stays on your server.

Do I need extra hardware?

The AI features are designed to run on the same server as SoldierX AI NMS. See the deployment requirements for recommended sizing.

How long before AI Anomaly Detection starts reporting?

It needs a learning period to build baselines from your network's history. The product shows the learning status.

Is AI Failure Analysis included?

It is an optional add-on. Contact sales for details.

What comes next?

More AI features are planned for future releases.

See the AI Engine on Your Network

Talk to our team about bringing AI Baselines, Anomaly Detection, Link Inference and the Failure Analysis add-on to your deployment.