Value Leak 02 · For CEOs, CFOs, and Heads of Data
When every department has a different number for the same KPI
You ask the company what your churn rate is. You get three answers. Marketing computes it one way, Finance another, Product a third. None of them is wrong. None of them agrees.
Meanwhile, your official data platform is a ghost town. Your best people quietly run the business on Excel and undocumented pipelines. The decisions that matter rely on logic nobody wrote down.
This is the same pattern I call The Shadow Data Operation. It is a logic alignment problem, not a governance problem. Here is how Impact Operations fixes it: a Shared Business Vocabulary, one PCU-V owner per KPI, and FTE Debt to price the misalignment.
The Diagnosis
Three signals you have this leak
Definition drift is silent. You see it in the symptoms below long before you see it in the budget. Each one is a real cost; together they are how trust in the data layer disappears.
Signal 01
Three answers for one KPI
When you ask 'What is our churn rate?' you get three different answers depending on who you ask. Different departments are looking at different versions of the truth.
Signal 02
The platform is a ghost town
Your official data platform sits idle. Your best people quietly run the business on Excel and undocumented pipelines. The decisions that matter rely on logic nobody wrote down.
Signal 03
Meetings debate definitions, not decisions
Leadership meetings burn the first 20 minutes aligning on what a number means. By the time the definition is agreed, the decision window is closed.
The metric that prices definition drift is FTE Debt. The system that owns the definitions is Impact Operations.
The Fix
One vocabulary, one owner, one number
Replace the Governance Committee with a Shared Business Vocabulary. Replace the shadow Excel with a single PCU-V owner per KPI. Replace the argument about definitions with a number that quantifies its cost.
Step 01
Build a Shared Business Vocabulary, not a Governance Committee
This isn't a governance problem; it's a logic alignment problem. You don't need a librarian, you need a translator. Every department uses the same definitions for your KPIs so meetings are spent making decisions, not debating definitions.
Step 02
Map each KPI to a single PCU-V owner
Inside Impact Operations, every KPI has one Verified Portfolio Capacity Unit behind it: one definition, one carrying cost, one owner. The shadow Excel sheets get retired because the official number is now the trusted number.
Step 03
Price the misalignment in FTE Debt
Definition disputes are not free. Track the hours leadership and finance burn reconciling numbers, multiply by fully-loaded hourly cost, and put a euro figure next to the vocabulary gap. That number is what justifies the fix.
Free Download
Data Portfolio Inventory Worksheet
List your KPIs alongside the data products that produce them, the PCU-V carrying cost, and the definition owner. The fastest way to surface where shadow Excel is running the business.
We email the file directly. One-click unsubscribe in every message. No cookies, no tracking pixels.
Related Reading
Go deeper
Methodology FAQs
Essays
The Strategy Stress-Test
Want a definition map for your top KPIs?
A 30-minute session. We surface where definitions diverge, sketch the first Shared Business Vocabulary entries, and price the misalignment in FTE Debt.