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From four reports to one operating model.

How a fragmented reporting setup became a Power BI product used for Mexico revenue decisions.

Context image for From four reports to one operating model.
Illustrative context / original source data and company details are not shown.
Outcome4 → 20+ automated reports
Evidence leveldocumentedScale and architecture documented; adoption or savings are not overstated.
StackPower BI · DAX · semantic modelling

01 / Context

The question behind the work.

A commercial team was working across separate reports and definitions. The challenge was not to make another dashboard, but to create one model people could trust.

02 / Built

Structure before decoration.

Mapped the decision questions, redesigned the semantic model around 25 tables, standardised the measures and scaled the reporting layer from four reports to more than twenty.

03 / Result

What changed.

The product became the single source of truth for Mexico revenue decisions and a repeatable base for new reporting needs.

This case study is intentionally anonymised. It describes the shape, scale and outcome of the work without exposing internal data, client systems or confidential screenshots.

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