Features
Data Reliability Agents for automated validation and incident routing
Continuous validation of batch and streaming data
Data Health Dashboard with real-time health metrics
Custom SQL queries for personalized monitoring
Automatic schema drift detection and alerting
Natural-language querying for data quality insights
Incident diagnosis with root cause analysis
Data lineage mapping across pipelines and catalogs
250+ pre-built connectors for data sources and targets
Native support for Apache Iceberg, Delta Lake, and Parquet
Support for semi-structured and unstructured data
Change data capture (CDC) for efficient processing
Role-based access control and single sign-on (SSO)
Collaborative incident management with routing
MCP support for AI agent query context
OpenTelemetry-native ingestion for logs, metrics, and traces
Instant log filtering and search with OpenTelemetry context
Centralized Prometheus and OpenTelemetry metrics monitoring
Real-time distributed tracing with heatmap drilldowns
Perses-based dashboards with configuration as code
Agent0: autonomous incident investigation and fix PRs
PromQL support for queries and alerting
Kubernetes monitoring with pre-built dashboards
Google Cloud SQL monitoring (PostgreSQL, MySQL, SQL Server)
Web events on GeoMap with clustering and tooltips
Synthetic monitoring and website monitoring
Cost control via monthly budget limits and spam filters
Configuration as code for dashboards and rules
Dash0 CLI with OAuth support and OTLP proxy
Keyboard-centric navigation and filtering
