https://community.databricks.com/t5/genie-hub/building-deterministic-databricks-genie-agents/m-p/168257#M58 <P>AI can convert business questions into SQL, but it cannot reliably infer your business logic. Learn how to design a Databricks Genie Agent that delivers accurate, deterministic answers instead of making assumptions.</P><P>Drawing from 22+ years of enterprise IT/Data experience, I’ve put together a 4-layer blueprint to build reliable, production-grade Databricks Genie Agents (formerly called Genie Spaces):</P><P>• <span class="lia-unicode-emoji" title=":bar_chart:">📊</span> Data: Pre-joined Unity Catalog views to eliminate guessing.<BR />• <span class="lia-unicode-emoji" title=":memo:">📝</span> Instructions: Explicitly documented tribal knowledge.<BR />• <span class="lia-unicode-emoji" title=":input_numbers:">🔢</span> SQL Expressions: Locked-down, certified metrics.<BR />• <span class="lia-unicode-emoji" title=":gear:">⚙️</span> Example Queries: Seeded Q&amp;A pairs for complex logic.</P><P>Stop answering the same ad-hoc questions. Shift your role from query writer to knowledge architect.</P><P><span class="lia-unicode-emoji" title=":backhand_index_pointing_right:">👉</span> Read the full guide here: <A href="https://www.sqlservercentral.com/articles/databricks-genie-spaces-for-sql-analysts-natural-language-querying-without-leaving-your-data-platform" target="_self">https://www.sqlservercentral.com/articles/databricks-genie-spaces-for-sql-analysts-natural-language-querying-without-leaving-your-data-platform</A></P> Thu, 10 Sep 2026 16:14:55 GMT mehulbhuva 2026-09-10T16:14:55Z https://community.databricks.com/t5/genie-hub/building-deterministic-databricks-genie-agents/m-p/168257#M58 <P>AI can convert business questions into SQL, but it cannot reliably infer your business logic. Learn how to design a Databricks Genie Agent that delivers accurate, deterministic answers instead of making assumptions.</P><P>Drawing from 22+ years of enterprise IT/Data experience, I’ve put together a 4-layer blueprint to build reliable, production-grade Databricks Genie Agents (formerly called Genie Spaces):</P><P>• <span class="lia-unicode-emoji" title=":bar_chart:">📊</span> Data: Pre-joined Unity Catalog views to eliminate guessing.<BR />• <span class="lia-unicode-emoji" title=":memo:">📝</span> Instructions: Explicitly documented tribal knowledge.<BR />• <span class="lia-unicode-emoji" title=":input_numbers:">🔢</span> SQL Expressions: Locked-down, certified metrics.<BR />• <span class="lia-unicode-emoji" title=":gear:">⚙️</span> Example Queries: Seeded Q&amp;A pairs for complex logic.</P><P>Stop answering the same ad-hoc questions. Shift your role from query writer to knowledge architect.</P><P><span class="lia-unicode-emoji" title=":backhand_index_pointing_right:">👉</span> Read the full guide here: <A href="https://www.sqlservercentral.com/articles/databricks-genie-spaces-for-sql-analysts-natural-language-querying-without-leaving-your-data-platform" target="_self">https://www.sqlservercentral.com/articles/databricks-genie-spaces-for-sql-analysts-natural-language-querying-without-leaving-your-data-platform</A></P> Thu, 10 Sep 2026 16:14:55 GMT https://community.databricks.com/t5/genie-hub/building-deterministic-databricks-genie-agents/m-p/168257#M58 mehulbhuva 2026-09-10T16:14:55Z