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
Schema Change Detection Dashboard

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 ago
user_eventsWarning
Last updated: 4 hours ago (SLA: 6h)
customer_dimFresh
Last updated: 2 hours ago

How 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.

AnomalyArmor Dashboard

Ready to stop data fires before they start?

Start with a 30-day free trial. No credit card required.