Supported data sources
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- Oracle
- PostgreSQL
- SQL Server
- MySQL
- MariaDB
- Redshift
- Vertica
- Teradata
- Snowflake
- BigQuery
- SAP IQ
- SAP Hana
- Cassandra
- Databricks
- RESTful API
- CSV files

Data source comparison
Compare datasets from different data sources row-by-row using our built-in compare engine. This allows users to validate millions of rows to find errors caused by missing data.Automated test creation
Generate test cases and profilings using reusable dynamic rules. Metadata based validations are automatically updated and can be generated in bulk to save time and reduce manual effort.

Data profiling
Detect sudden changes, deviations and variations in data by systematically profiling objects and analysing the data. Automatically detect changes in values, possible errors and find anomalies.Anomaly detection
Automatically analyse execution results to learn how your data changes over time. Find errors in datasets using result prediction based on execution history.

Scheduling & alerting
Schedule tests and profilings to automatically execute and alert responsible users by email or webhooks when errors in data are found.REST API
Automate data quality management in data pipelines by using our API to execute data validation queries, get results and request other data from the DQM.