KPI Cleanup
Unreliable KPI dashboards undermine leadership decision-making and erode trust in data. We fix KPI definitions, update calculation logic, and restore reporting reliability in a single day.
Why KPI Cleanup Matters
Unreliable KPI dashboards undermine leadership decision-making and erode trust in data. When KPI definitions are inconsistent or calculation logic is broken, reports become unreliable and leadership can't make informed decisions.
This service uses systematic KPI auditing to identify definition inconsistencies, calculation errors, and data source issues. We review each metric's logic, validate against source data, fix calculation formulas, and update dashboard implementations to restore accuracy and reliability.
Perfect for teams with unreliable KPI dashboards, this cleanup service provides immediate fixes to critical metrics while establishing clear documentation and maintenance guidelines to prevent future issues.
Key Facts & Examples
KPI Reliability Crisis
According to Harvard Business Review, 67% of executives don't trust the data they use to make decisions. KPI inconsistencies are a leading cause of this trust gap, with 40% of organizations reporting conflicting metrics across departments.
Common KPI Problems
- Definition Inconsistencies: Revenue calculated differently across sales, finance, and operations teams creates conflicting reports and delays decisions
- Calculation Errors: Broken formulas or incorrect aggregations cause metrics to be off by 15–40%, leading to poor strategic decisions
- Data Source Issues: KPIs pulling from outdated or incorrect data sources produce misleading metrics that erode leadership confidence
- Missing Context: KPIs without proper documentation or calculation logic become unreliable as teams change and systems evolve
Real-World Example
A growth-stage company discovered their "Customer Acquisition Cost" was calculated three different ways across teams, with values ranging from $45 to $180 per customer. After KPI cleanup, they standardized the definition, fixed calculation logic, and restored leadership confidence. This enabled accurate budget planning and improved marketing ROI tracking.
How It Works
A structured process tailored to this engagement
KPI Audit & Assessment
Review all KPI definitions, identify inconsistencies, errors, and calculation logic issues across the dashboard
Data Source Validation
Verify data sources, check data quality, and validate that source data supports accurate KPI calculations
Calculation Logic Fixes
Fix calculation formulas, update KPI definitions, and correct any logic errors in metric computations
Dashboard Updates
Update dashboard with corrected KPIs, refresh visualizations, and ensure all metrics display accurate values
Validation & Testing
Validate corrected KPIs with before/after comparison, test calculations, and verify accuracy
Documentation & Handover
Provide updated KPI documentation, maintenance guide, and dashboard notes for ongoing reliability
What You'll Receive
Clear, actionable deliverables
KPI definition audit & fixes
Calculation logic review & updates
Data source validation & verification
Before/after KPI accuracy report
Updated dashboard with corrected metrics
KPI documentation & maintenance guide
Good Fit If
- One dashboard scope
- Existing data sources required
- Remote session
Outside Scope
- New dashboard builds
Ready to Get Started?
Let's discuss how KPI Cleanup can help your team achieve your goals.