## Snowflake Data Quality Studio

URL: https://docs.atlan.com/product/capabilities/governance/data-quality/snowflake

> Set up and configure Snowflake for data quality monitoring through Atlan.

# Snowflake Data Quality Studio

> **Overview:**
> Monitor the quality of your Snowflake assets in Atlan using Snowflake's native [data metric functions](https://docs.snowflake.com/en/user-guide/data-quality-system-dmfs). This integration lets you create rules, track metrics, and view data quality insights directly within Atlan's discovery, lineage, and data products.

## Get started

Follow these steps to set up Snowflake as your data quality studio:

- [Set up Snowflake](https://docs.atlan.com/llms/governance/data-quality/set-up-snowflake/llms.txt)
- [Enable data quality on a connection](https://docs.atlan.com/llms/governance/data-quality/snowflake-how-tos-enable-data-quality/llms.txt)

## Guides

- [Upgrade Snowflake Data Quality Setup](https://docs.atlan.com/llms/governance/data-quality/upgrade-snowflake/llms.txt): Update existing Snowflake data quality integration to the latest version.
- [Enable anomaly detection](https://docs.atlan.com/llms/governance/data-quality/enable-anomaly-detection/llms.txt): Enable ML-based anomaly detection for row count and freshness on a Snowflake table.

## References

- [Rule types and failed rows validations](https://docs.atlan.com/llms/governance/data-quality/rule-types-and-failed-rows/llms.txt): Reference guide for all available rule types and how failed rows validation works
- [Compute and cost tracking](https://docs.atlan.com/llms/governance/data-quality/compute-and-cost-tracking/llms.txt): How DQS uses compute resources, how to track spend, and how to optimize costs for Snowflake and Databricks.
- [Operations](https://docs.atlan.com/llms/governance/data-quality/operations/llms.txt): Technical reference for data quality operations between Atlan and Snowflake.

## FAQ

- [Roles and permissions](https://docs.atlan.com/llms/governance/data-quality/roles-and-permissions/llms.txt): Common questions about data quality roles and permissions.

_Last updated: 31 March 2026._

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