Forum Discussion
semantic model vs data product
are semantic model in power bi and data product same?
4 Replies
- amitchandakSuper User
powerbiexpert22 , No — a Power BI Semantic Model and a Data Product are related, but they are not the same thing. Data Products Deliver trusted, reusable data for a business purpose. Semantic models contain Tables, relationships, measures, DAX, hierarchies, security
- v-abhinavmuCommunity Support
Hi powerbiexpert22,
Thank you for posting your query in the Microsoft Fabric Community Forum, and thanks to ShivekMaharaj & amitchandak for sharing valuable insights.
Could you please confirm if your query has been resolved by the provided solutions? This would be helpful for other members who may encounter similar issues.
Thank you for being part of the Microsoft Fabric Community.
- ShivekMaharajPower Participant
Hi powerbiexpert22,
Amit is right, they are related but they are not the same concept.
A Power BI semantic model is a specific analytical artifact. It defines things such as tables, relationships, measures, hierarchies, business logic and security that consumers can use for reporting and analysis.
A data product in Microsoft Purview is broader. It is usually a business-facing package of data assets created for a defined use case, with ownership, context and governance around it.
So a simple way to think about it is:
- Semantic model = analytical/modeling layer
- Data product = governed business offering built from one or more data assets
A semantic model can therefore contribute to a data product, but having a semantic model does not automatically mean you have a data product.AI-assisted drafting: AI was used to help structure and phrase this response. I reviewed and validated the technical content before posting.
- v-abhinavmuCommunity Support
Hi powerbiexpert22,
May I check if this issue has been resolved? If not, Please feel free to contact us if you have any further questions.
Thank you