Soda
Test data changes
Soda provides data quality testing using declarative check language.
Catch bad data before the CEO does
Data observability that flags broken pipelines and silent schema drift before a dashboard lies in a board deck.
Individual products and alternatives (12)
Superconductive
Test data changes
Company behind Great Expectations offering a commercial cloud service for data quality.
dbt
Test data changes
Data transformation tool enabling analytics engineers to transform data in-warehouse using SQL and version control.
Acryl Data
Map lineage
Managed DataHub platform providing enterprise data catalog with automated metadata and lineage discovery.
OpenMetadata
Map lineage
Open-source unified metadata platform for discovery, collaboration, governance, and data quality.
Atlan
Map lineage
Atlan is a modern data catalog and governance platform that provides data discovery, lineage, quality monitoring, and collaboration for data teams.
Monte Carlo
Detect anomalies
Monte Carlo provides data observability that monitors data quality, freshness, volume, and schema changes across the data stack to detect and resolve data issues.
Bigeye
Detect anomalies
Bigeye monitors data pipelines for freshness, volume, and schema changes.
Metaplane
Detect anomalies
Metaplane provides ML-based data observability with automated anomaly detection and lineage tracking, now part of Datadog's broader observability suite.
PagerDuty
Route data incidents
PagerDuty is a digital operations management platform that provides incident response, on-call management, and event intelligence for DevOps and IT teams. It integrates with over 650 tools to help org…
Rootly
Route data incidents
Rootly automates incident management in Slack with workflows, retrospectives, and integrations for faster incident resolution.
FireHydrant
Route data incidents
FireHydrant provides incident management, status pages, retrospectives, and reliability analytics for engineering teams.