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Choosing the Best Approach for Ataccama ONE DQ Results to Power BI Integration

  • November 24, 2025
  • 1 reply
  • 11 views

Exploring options for implementing a data pipeline from Ataccama ONE to a Power BI dashboard. Which approach is better: using the GraphQL API or leveraging the ONE Metadata Reader and DQ Monitoring Project Check Results?

1 reply

ivan.kozlov
Ataccamer
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  • Ataccamer
  • November 25, 2025

Hi ​@Devi ,
It’s hard to say which approach is better, but from my perspective using dedicated steps in One Desktop and deploying plans\components is easier that working with complex GraphQL queries.
Export of DQ Results to some external BI\Data Visualization tool is pretty common scenario and approach with a use of a mix of Metadata Readers\DQ Monitoring Project Check Results steps consistently works well. DQ Results exports can be uploaded to some shared storage location from where they can be loaded to your BI tool.
I guess GraphQL can be a better approach if you’d like to manage the whole results export outside of Ataccama platform, for example, from some Python scripts.