Data Quality Tool Integrations 2026
Compare 45 data quality tools across 228 integrations in 17 categories: data warehouses (Snowflake, Databricks), data transformation (dbt, Spark), data lakes (S3, Athena), data catalogs (Atlan, Alation), incident management (Jira), notifications (PagerDuty), and more. Sourced from documentation and verified.
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Last updated: · See also: Data Quality Tools Feature Comparison · Data Quality Market Guide · Data Quality Tools List
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Data quality tools by integration
- Data quality tools for Databricks SQL (34)
- Data quality tools for Snowflake (34)
- Data quality tools for Google BigQuery (33)
- Data quality tools for Amazon Redshift (32)
- Data quality tools for PostgreSQL (30)
- Data quality tools for Microsoft SQL Server (27)
- Data quality tools for Amazon Athena (25)
- Data quality tools for dbt (24)
- Data quality tools for MySQL (23)
- Data quality tools for Oracle DB (22)
- Data quality tools for Apache Airflow (21)
- Data quality tools for Apache Spark (21)
- Data quality tools for Amazon S3 (19)
- Data quality tools for Azure Synapse (19)
- Data quality tools for Trino (19)
- Data quality tools for Teradata (16)
- Data quality tools for ClickHouse (15)
- Data quality tools for Google Cloud Storage (15)
- Data quality tools for IBM DB2 (14)
- Data quality tools for Azure Data Lake Storage (13)
- Data quality tools for SAP HANA (13)
- Data quality tools for Azure Data Factory (12)
- Data quality tools for Apache Kafka (11)
- Data quality tools for Dremio (11)
- Data quality tools for Hive SQL (11)
- Data quality tools for Presto (11)
- Data quality tools for Azure SQL Database (10)
- Data quality tools for Fivetran (10)
- Data quality tools for Microsoft Fabric (10)
- Data quality tools for Pandas (10)
- Data quality tools for MariaDB (9)
- Data quality tools for OpenText Analytics Database (Vertica) (9)
- Data quality tools for Polars (9)
- Data quality tools for Azure Blob Storage (7)
- Data quality tools for Airbyte (6)
- Data quality tools for Amazon Aurora (6)
- Data quality tools for DuckDB (6)
- Data quality tools for MotherDuck (6)
- Data quality tools for SingleStore (6)
- Data quality tools for SQLite (6)
- Data quality tools for AlloyDB (5)
- Data quality tools for Amazon Kinesis (5)
- Data quality tools for Dagster (5)
- Data quality tools for Databricks Delta Lake (5)
- Data quality tools for Google Cloud Pub/Sub (5)
- Data quality tools for MongoDB (5)
- Data quality tools for Apache Impala (4)
- Data quality tools for CockroachDB (4)
- Data quality tools for GitHub Workflows (4)
- Data quality tools for Google Cloud Composer (4)
- Data quality tools for Google Cloud SQL (4)
- Data quality tools for Greenplum (4)
- Data quality tools for Matillion (4)
- Data quality tools for Microsoft SSIS (4)
- Data quality tools for Prefect (4)
- Data quality tools for Starburst (4)
- Data quality tools for Amazon DynamoDB (3)
- Data quality tools for Amazon MWAA (3)
- Data quality tools for Amazon RDS (3)
- Data quality tools for Apache Cassandra (3)
- Data quality tools for Confluent (3)
- Data quality tools for Databricks Workflows (3)
- Data quality tools for Elasticsearch (3)
- Data quality tools for Exasol (3)
- Data quality tools for Hadoop (3)
- Data quality tools for IBM Netezza (3)
- Data quality tools for Informatica (3)
- Data quality tools for Redpanda (3)
- Data quality tools for SAS Viya (3)