Pain addressed: every meeting uses a different file, definitions drift quietly, and refresh day becomes a manual scramble.

What you receive: a dashboard artefact your team can own, KPI dictionary (what each metric means and how it is calculated), sensible guardrails against silent formula drift, and a short handover note for whoever maintains it.

In scope: agreed number of KPIs and dimensions, one primary surface (Sheets, Excel, or agreed BI export), documented refresh steps you can perform or schedule.

Out of scope: enterprise identity/RBAC projects, full data-warehouse builds, always-on marketing media buying, or silently changing business rules without sign-off.

Outcome: one sanctioned view your leadership can trust for routine reviews. If inputs are still disputed, a prep sprint is recommended first.

Public KPI demo apps show interaction patterns; paid work uses your real sources and tighter written scope.