AI-Powered Business Intelligence

Business teams had to ask analysts whenever a question fell outside a standard dashboard. The data was available, but SQL requirements and a busy analyst queue delayed answers.

• New questions often required custom queries and chart preparation.
• Requests competed for limited analyst time.
• Back-and-forth clarification stretched simple analysis into days.
• Leaders could not explore governed data independently.

The existing warehouse already held structured, governed business data. Natural-language querying could make that information easier to explore without creating another data platform or bypassing access controls.

• Let users ask business questions in plain language.
• Translate questions into queries against existing warehouse data.
• Respect each user's established data permissions.
• Show the underlying data so answers can be checked.

We added an AI-powered business intelligence layer on top of the existing warehouse. It returns charts or tables with each answer while preserving access controls and query traceability.

• Users enter questions without writing SQL.
• Answers are generated from governed warehouse data.
• Common questions and queries can be reused for consistency.
• Each result links back to its source data for verification.