SQL risk
Flags patterns like filtered LEFT JOINs, SELECT *, hardcoded date filters, division risks, and null-excluding logic.
Product approach
A reliability layer for metadata, lineage, and SQL risk.
Relium runs close to the data environment and produces concise RCA reports from aggregate signals. It is meant to sit beside dbt, not replace it.
Metadata drift
Tracks row counts, null rates, duplicate keys, schema changes, freshness, cardinality, and numeric statistics.
Blast radius
Uses SQL and dbt lineage to show which downstream models may be affected by a broken source table.
Incident output
Generates Slack-ready alerts and Markdown RCA reports with evidence, hypotheses, and immediate investigation steps.