Soda Core AI

Open-source data quality monitoring and testing framework

Data & AnalyticsFreemium

Soda is an open-source data quality platform that enables data teams to define, test, and monitor data quality through a YAML-based framework called SodaCL. Soda scans data warehouses and data lakes for quality issues — null values, duplicates, format violations, statistical anomalies — and surfaces failures before they impact downstream reports or AI models. Soda Cloud adds AI-powered anomaly detection and root cause analysis.

Key Features

• ✓YAML-based quality tests
• ✓Anomaly detection
• ✓Root cause analysis
• ✓Open source core
• ✓Warehouse integration
• ✓Quality monitoring