Custom quote Acceldata
Observability
Enterprise data observability for quality checks, reconciliation, pipeline investigation, and compute cost monitoring.
Observability
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Custom quote 
Anomalo
Observability
ML data quality monitoring that checks the values inside warehouse tables, with no-code rules and root cause analysis.
Sifflet
Observability
Data observability with a built-in catalog: 22 monitor templates, field-level lineage into BI tools, monitors as code and the Sentinel agent.
Metaplane
Observability
Data observability for warehouse teams: ML monitors, schema alerts, column lineage and dbt CI previews, with a free plan for 10 tables.
Custom quote Bigeye
Observability
Data observability platform combining quality monitoring, lineage, incident investigation, and AI assistance for enterprise data teams.
Quote only Monte Carlo
Observability
The category-defining data observability platform, now agent-focused: automatic monitors, lineage, incident management; credit-based, sales-quoted pricing.