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vkondepati

Infrastructure became code.Pipelines became code.Policies became code.Why is enterprise business meaning still scattered across catalogs, BI models, spreadsheets, wikis, and tribal knowledge?I’ve been working on Semantics as Code, an open-source, ven...

vkondepati

Hello Everyone,We have a requirement to expose Databricks Unity Catalog Metric Views to custom applications running outside the Databricks environment.The application team would like to consume governed KPIs and metrics through APIs such as REST or G...

vkondepati · 07-30-2026

Hello Databricks Community,I recently published the V.E.N.K.A.T Framework™, an enterprise architecture model for the Agentic AI era.The idea is simple:As AI moves from generating insights to taking actions, the architecture underneath becomes critica...

vkondepati

We have introduced a new role, Semantic Steward, who is responsible for working closely with the Data Steward, Data Architect, and Platform Administrator to review and approve KPI definitions, as well as changes to existing KPIs.A Governance Committe...

vkondepati

Is this in the future roadmap for Databricks team to consider?This is annoying to build. It would be good to have it from DBX itself to have an option to expose them.I was reviewing AtScale and Cube or even Denodo who support as part of their platfor...

vkondepati

Hi @szymon_dybczak,Thanks a lot for your response and comments. So the basic pattern would be:Custom Application → Application/API layer → Databricks Statement Execution API → SQL Warehouse → UC Metric ViewWe still need to develop the API layer and u...

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Semantics as Code: Looking for Collaborators on Open Enterprise Business Semantics

Unity Catalog Metric Views to be accessible to Custom Apps outside of DBX environment

V.E.N.K.A.T Framework™

Re: Semantics as Code: Looking for Collaborators on Open Enterprise Business Semantics

Re: Unity Catalog Metric Views to be accessible to Custom Apps outside of DBX environment

Re: Unity Catalog Metric Views to be accessible to Custom Apps outside of DBX environment