AI-Powered Database Monitoring Features
Comprehensive monitoring that prevents pipeline breaks and ensures data reliability
How AnomalyArmor Protects Your Data Pipelines
Two core capabilities that prevent 94% of data pipeline failures
Schema Change Detection
Catch breaking changes before your pipeline runs. AI-powered impact analysis shows exactly which models and dashboards are affected.
- Instant alerts on column changes
- Downstream impact analysis
- Full change history

Freshness Monitoring
Know when data goes stale before stakeholders notice. Custom SLAs per table with smart alerting that learns your patterns.
- Custom SLAs per table
- AI reduces false positives
- Slack, email, or webhook alerts
Freshness Status
orders_factFresh
Last updated: 5 minutes agouser_eventsWarning
Last updated: 4 hours ago (SLA: 6h)customer_dimFresh
Last updated: 2 hours agoHow AnomalyArmor Works
1
Connect Your Database
Connect PostgreSQL, Databricks, or SQLite in minutes with enterprise-grade security.
2
Automatic Monitoring Starts
AI automatically detects schema changes, monitors data freshness, and classifies sensitive data.
3
Get Smart Alerts & Insights
Receive intelligent alerts and ask questions about your data in natural language.

Ready to stop data fires before they start?
Start with a 30-day free trial. No credit card required.