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Database

The Database Analyzer provides a comprehensive overview of database environments, including RDS, DynamoDB, Aurora, and Redshift. It delivers insights for optimizing database performance, ensuring security, and maintaining compliance.

Required Blueprints: Database


Sightlines

SightlineDescription
DatabasesHigh-level overview of all databases — usage, capacity, and structural trends
TablesTable-level metrics — usage, underutilized resources, and trends
ViewsView-level metrics — performance, dependencies, and query efficiency
UsersDatabase user activity — access control and ownership

Explorer Node Types

Use these node types in Explorer or KAI to query resources surfaced by this analyzer:

database.sql.Database, database.sql.Table, database.sql.Schema, database.sql.View, database.sql.MaterializedView, database.sql.User, database.sql.Role, database.sql.Column


  • AWS RDS — AWS-specific RDS cluster security and compliance
  • Azure Database — Azure SQL, Cosmos DB, and Redis analysis
  • GCP Database — Cloud SQL, Spanner, and BigQuery analysis

Insight Feed Alerts

Count of Nested Views

Identifies databases with excessive nested views, which can degrade query performance and increase maintenance complexity.

Count of Empty Tables

Highlights databases containing empty tables, indicating possible design inefficiencies or unused resources.