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KadmoonBusiness Intelligence
Analytics · Enablement

Copilot and natural-language questions on governed data

A business enabled Copilot in Power BI and natural-language question and answer over a governed model, so people got answers without waiting on a new report.

Power BICopilot in Power BIMicrosoft FabricSemantic model
Ad hoc requests
-40%
to the data team, example
Answer time
Seconds
from days
Grounding
Governed model
not freehand
Security
RLS enforced
in answers

Illustrative scenario · example figures

Result

People got trustworthy answers in plain language, and the data team spent its time building instead of fielding one-off questions.

The challenge

Every new question meant a ticket to the data team, so simple answers took days and the backlog only grew as more people wanted self-service.

What we built

We prepared the semantic model for Copilot, added clear measure and field descriptions, set up natural-language Q&A, and ran enablement so answers respected the same security and definitions as every report.

  • A Copilot-ready semantic model with described measures.
  • Natural-language question and answer over governed data.
  • Guardrails so answers respect row-level security.

Outcomes

  • Common questions answered in seconds, not days.
  • The report backlog shrank as self-service grew.
  • AI grounded on governed measures, not guesses.

Where the data came from

Governed Power BI modelDynamics 365SQL Server

Data is drawn from the systems the operation already runs on and delivered in the client’s own tenant.

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