Anomaly detection isn't just one alert — it's a whole defense layer that learns your baseline and gets smarter over time.
AI baseline learning
Machine learning models train on 90 days of your usage patterns. They know your weekly cycle, your batch jobs, your peak hours.
Live spending alerts
Get notified within 5 minutes when daily spend on any service exceeds the learned threshold by 2x, 3x, or 5x.
Slack & email integrations
Route alerts to the right team channel automatically. PagerDuty integration for critical thresholds.
Smart noise reduction
Stops flagging the same anomaly twice. Auto-suppresses known events (planned migrations, batch windows, traffic spikes).
Auto-remediation hooks
Trigger Lambda / Cloud Function to stop runaway resources automatically when a critical anomaly fires. Defense in depth.
Root-cause analysis
Every alert ships with a one-click breakdown: which service, which resource, which tag — so you know exactly what to fix.