Free poster

The whole picture: making business numbers safe to use

How one number travels from source system to decision: who decides what it means, and where the Data Tax gets paid when nobody does. One page that ties the two books and the free guide together.

PDF, one page, 0.6 MB. No sign-up. Prints well at A3 landscape.

The whole picture poster. Three zones from left to right: the stack in blue, the semantic layer gate in green and the decision in orange, with five causes of mismatched numbers along the bottom, each tagged with where it is fixed.

How to read it

Three zones, one publication each

01

The stack

where the number is built

Your existing warehouse stays as it is. Declared grain, reconciliation to the ledger and CI on definitions make each number correct. Correct is not the same as agreed.

Ready for the Gate, free guide for analytics engineers

02

The gate

where its meaning is decided

Owners decide what each rule means; the head of data convenes and does not vote. Every figure passes through a semantic layer with an owner, a record and a test, and comes back with its basis or a designed “can’t answer”.

Your AI Is Guessing, for heads of data

03

The decision

where it gets used, or argued over

With the gate, every dashboard, finance pack and AI assistant calls one definition and the business decides once. Without it, every tool carries its own rule, the numbers don’t match and the Data Tax is paid in checking and rebuilding.

Your Numbers Don’t Match, for leadership teams

The orange “Cause” tags

Five reasons the same number comes out different

Each tag on the poster sits where that cause is fixed. One is an engineering fix in the stack. The other four need a decision at the gate.

  1. Definition gap One label, different meanings. Fixed at the gate.
  2. Timing gap Refreshes, late refunds, time zones. Fixed at the gate.
  3. Grain problem Joins at mismatched levels inflate totals. Fixed in the stack.
  4. Manual adjustment Judgement living in a spreadsheet. Fixed at the gate.
  5. Ownership drift Metrics outlive the people who built them. Fixed at the gate.

Want the full argument?

The poster is the map. The books explain why it matters.