Soda

Meet Soda

Soda checks data against requirements agreed by engineers and business teams. Engineers define checks in code, while an interface gives other users a way to participate in versioned data contracts. Requirements can cover schema, freshness, and other conditions, with anomaly detection identifying unusual records or metric changes.

A failed check can retain diagnostic rows in the team's chosen warehouse for investigation. Dashboards and drill-down views show affected data, while permissions and audit history support review. AI assistance can generate or refine checks and contracts. Record-level results let the team inspect which rows violated a requirement before deciding how to handle them.