What it is
Anomaly detection is the automatic spotting of data that deviates from normal patterns, often before any fixed threshold would trigger.
How it works
Models learn baseline behaviour and flag deviations even without explicit rules, which also helps reduce the flood of low-value alarms.
Where it fits
It is the foundation under predictive maintenance, performance monitoring and security monitoring alike.