Too Many Dashboards, Not Enough Truth

Report rationalization is the process of reviewing an organization’s existing dashboards and reports to decide which should be retained, consolidated, retired or redesigned. Done well, it also standardizes the KPI definitions and data sources behind those reports, so the ones that remain are trusted and consistently understood across teams.

Reporting estates grow because business needs multiply over time: new brand launches, new markets, new commercial functions and reorganizations each tend to generate their own reports. Because most organizations lack a routine process for retiring or consolidating older reports, the estate only grows, and fragmented KPI definitions and unclear ownership compound the pattern.

Rationalization usually refers to deciding which reports to keep, merge or retire. Standardization is broader: it also addresses how those reports are built, agreeing on consistent KPI definitions, calculation logic and data sources so different reports produce comparable numbers. Rationalizing without standardizing often ends up with fewer reports that still disagree with each other.

A few signals tend to appear together: leadership meetings that open with a debate about whose number is correct, multiple teams independently building reports that answer a similar question, and reports still running because a handful of users open them out of habit rather than active need. Seeing several of these together usually means the reporting estate has outgrown its original design.