Brand analytics assistant

Business analysis automation up 50%

Routes a business question to the appropriate analytics space, translates it into a query, and returns a visualization. The aim is to move from a question to a useful view without hand-building each analysis.

Route natural-language questions to the relevant Genie space
Translate the request into SQL and execute the analysis
Return results as a chart; business analysis automation +50%

HIGH LEVEL DESIGNSELECT A STEP TO EXPLORE

STEP 01 / 05Business question

Natural language input

RUNTIME / SYSTEM LAYER

Databricks AI/BI GenieLangGraph routingText-to-SQL + visualization

Sanitized high-level view of the shipped workflow. Internal implementation details are intentionally omitted.

WHAT I BUILT

From the constraint
to the system.

Implemented LangGraph ReAct query routing across Databricks AI/BI Genie spaces, with text-to-SQL and visualization in the response path.

END-TO-END PATH

01Business question

02Route to Genie space

03Generate SQL

04Execute analytics query

05Return visualization

MORE SYSTEM DESIGNSBrowse all five systems

From the constraintto the system.

Let’s make thenext step concrete.

From the constraint
to the system.

Let’s make the
next step concrete.