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Data & AnalyticsSolution blueprint

Natural Language BI Assistant

Lets approved users ask business questions and receive traceable metric explanations.

Primary users

  • Business leaders
  • Operations managers
  • Analysts

Intended outcome

Faster access to governed metrics without hiding the calculation context.

Success measures are selected during discovery and validated against available baseline data. This blueprint does not promise a universal performance result.

Operating workflow

How the solution works

01

Map governed metrics

02

Translate the question into an approved query

03

Return values with definitions

04

Show filters, period, and source

Integration scope

Systems this may connect to

Data warehouseSemantic layerBI platformIdentity provider

Specific vendors, APIs, permissions, data contracts, and rate limits are confirmed before implementation.

Delivery

What an implementation includes

1

Discovery and workflow map

Users, current process, data sources, decision boundaries, exceptions, and measurable success criteria.

2

Solution design

Architecture, model and retrieval choices, interfaces, integrations, permissions, and human review points.

3

Configured implementation

The agreed application experience, automation logic, prompts, data flows, and operational controls.

4

Validation and handover

Representative testing, deployment documentation, administrator guidance, and prioritized improvement backlog.

Scope this solution

Adapt Natural Language BI Assistant to your process and systems.

Share the current workflow, users, data sources, decision boundaries, and systems that must connect. Surutech will propose a practical implementation scope without inventing capabilities or performance claims.