A single fixed threshold rarely fits every device. A core switch that runs at 70% on a Monday morning is healthy; an access switch at the same level at midnight may not be.
AI Baselines learn the normal behavior of each monitored metric from the history your own SoldierX AI NMS has collected, so every value can be judged against what is typical for that device at that time.
Per Device, Interface and Time of Week
Baselines are calculated per device, per interface and per time of week, so a busy Monday morning is not compared with a quiet Sunday night.
Statistics That Resist Spikes
Baselines use measures such as mean, median, minimum, maximum, standard deviation and percentiles. Median and percentile measures are not distorted by short spikes.
Typical Range Beside Every Value
See the typical range for a metric next to its current value and understand at a glance how a device compares with its usual behavior.
Suggested Thresholds
Get suggested alert thresholds for individual devices in place of one fixed number for the whole network, and reduce alerts that fire on normal activity.