Databricks Genie
How to Build and Deploy AI-Powered Data Conversations on Databricks Free online webinarON DEMAND
Databricks Genie
How to Build and Deploy AI-Powered Data Conversations on Databricks Free online webinarON DEMAND
FROM DASHBOARDS TO DATA CONVERSATIONS
Many organisations want to make data more accessible to business users, but in practice, this often remains difficult. Dashboards typically answer predefined questions, while anything outside those reports still requires analysts or SQL expertise.
Databricks Genie offers a different approach by allowing users to ask questions about their data in natural language and receive answers generated directly from the data platform. Instead of navigating multiple dashboards or writing queries, business users can interact with data in a conversational way.
However, successful adoption depends on more than simply enabling the feature. For Genie to produce reliable results, it needs well-structured datasets, clear context about how the data is organised, and a thoughtful rollout to business users.
In this session, we will walk through the practical considerations involved in implementing Genie in a way that produces consistent and trustworthy answers.
In this engaging session, you'll learn:
During the webinar, we will explain how Databricks Genie works and how it fits into the broader Databricks AI/BI capabilities. We will also walk through the practical steps required to design and introduce a Genie space that performs reliably in real-world environments.
Topics include:
- How Genie enables natural language access to enterprise data
- How to design a focused Genie space using well-documented datasets
- How to provide the context Genie needs to understand table relationships, joins, measures, and business terminology
- How to create benchmark questions to evaluate and improve response quality
- How to refine answers using instructions, SQL expressions, and example queries
- How to test the space with early users and collect feedback before wider rollout
- How to deploy Genie to business teams through Databricks One
- How Agent Mode enables deeper exploration of complex analytical questions
- How Genie integrates with AI/BI dashboards to support follow-up questions and interactive analysis
The goal of the session is to demonstrate how Genie can be implemented as a practical interface between business users and the Databricks platform.
Speaker:
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