Bigeye

The platform automatically generates relevant metrics for each table without manual configuration, profiling data to create appropriate checks for each column type. Autothreshold feature sets alert boundaries using ML rather than manual specification. Data SLA management enables defining and tracking reliability agreements for data products. Lineage integration shows downstream impact of quality issues. Query-level visibility tracks which data quality issues affect which downstream reports. Supports Snowflake, BigQuery, Redshift, Databricks, and PostgreSQL with read-only access patterns. The pipeline-aware monitoring understands expected data arrival patterns.