Data Analysis Tools

Data observability platform for data quality, lineage, SLAs, and impact alerts across pipelines.

Data quality monitoring with self-serve rules, SLAs, anomaly detection, and alerting.

Open-source data quality framework using Expectations for validation, docs, and pipeline checks.

Built-in and custom dbt tests for model-level data quality with documentation and CI integration.

Data catalog and discovery with lineage, documentation, asset scoring, and governance collaboration.