31/07/2026
Most reporting problems do not begin in Power BI, Tableau, or Excel.
They begin in a meeting.
Finance presents one revenue figure.
Sales presents another.
Operations has a separate spreadsheet.
Within minutes, the discussion is no longer about performance.
It becomes a debate about which number is correct.
And here is the uncomfortable part: each team may be calculating its number correctly.
→ Finance may define an active customer through payment.
→ Marketing may define one through engagement.
→ Product may define one through usage.
The problem is rarely the dashboard.
The problem is that the same metric has never been defined, owned, and governed consistently across the organization.
That is why replacing the BI tool rarely fixes the real issue.
A new dashboard may improve the presentation. But it cannot resolve unclear ownership, conflicting business definitions, or duplicated calculation logic.
In our latest article, we explore why this happens and what organizations can do about it:
→ Why different departments calculate the same KPI differently
→ What a governed semantic layer actually does
→ Why metrics need accountable owners, not just written definitions
→ When reporting logic should be centralized, decentralised, or hybrid
→ How to introduce metric contracts without buying new software
→ How to rebuild trust in reporting without replacing the existing BI stack
Because one metric should not produce five unexplained answers.
It should produce one trusted number, with a clear definition, a clear owner, and a clear source.
📖 Read the full article: https://lnkd.in/gdcMw2B3
