The ClickHouse and Soda integration makes it easy for organizations to detect, resolve, and prevent data quality issues by running data quality checks on data before it is loaded into the database. Leverage the power of automated monitoring and anomaly detection to manage data quality across the stack and catch bad data before it has a downstream impact. Create incidents to track, manage, and resolve issues early so that every user can use and share reliable, trustworthy data.

Integrate Soda with ClickHouse to:

• Test, validate, profile, and monitor data to ensure that it is, and remains, fit-for-purpose
• Detect and resolve data issues at the dataset- or record-level
• Reduce the risk and cost of ingesting data from multiple sources into one database