Soda

Data quality for the modern data stack.

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Data Sources
Automate, monitor, and check data quality at scale.
Messaging
Communicate and collaborate to analyze and resolve data quality.
Ticketing
Streamline incident management and decrease data downtime.
Orchestration
Build reliable data pipelines and ship high-quality data products.
Dashboards
Visualize and understand dataset health and quality.
Infrastructure
Data quality that works where you want.
Security
Securely connect the right people to the right data.
AirflowAirflow
orchestration
AlationAlation
metadata
Amazon AthenaAmazon Athena
data-sources
Amazon RedshiftAmazon Redshift
data-sources
Amazon Web ServicesAmazon Web Services
infrastructure
Apache SparkApache Spark
data-sources
Azure Active DirectoryAzure Active Directory
security
Azure Synapse AnalyticsAzure Synapse Analytics
data-sources
ClickHouseClickHouse
data-sources
CollibraCollibra
metadata
DagsterDagster
orchestration
DatabricksDatabricks
data-sources
dbtdbt
orchestration
DenodoDenodo
data-sources
DremioDremio
data-sources
DuckDBDuckDB
data-sources
Google BigQueryGoogle BigQuery
data-sources
Google Cloud PlatformGoogle Cloud Platform
infrastructure
IBM DB2IBM DB2
data-sources
JiraJira
ticketing
LookerLooker
dashboards
MetaphorMetaphor
metadata
Microsoft AzureMicrosoft Azure
infrastructure
Microsoft SQL ServerMicrosoft SQL Server
data-sources
Microsoft TeamsMicrosoft Teams
messaging
MySQLMySQL
data-sources
OktaOkta
security
OpsgenieOpsgenie
ticketing
Oracle DatabaseOracle Database
data-sources
PagerDutyPagerDuty
ticketing
PostgreSQLPostgreSQL
data-sources
Power BIPower BI
dashboards
PrefectPrefect
orchestration
ServiceNowServiceNow
ticketing
SlackSlack
messaging
SnowflakeSnowflake
data-sources
TableauTableau
dashboards
TrinoTrino
data-sources