Inputs
Business outcome, funnel stages, CRM availability, stable ID availability and the current collection architecture.
APIS LAB / Tool
Measurement architecture
Map the journey from visit to business outcome and turn it into a clean measurement architecture that marketing, analytics and CRM can all use.
How to read the result
Workspace
Enter the inputs and the model will show both the result and its reliability
The result will appear here.
Check the units, periods and definitions before running the calculation. Weak input data produces weak conclusions.
Method
A tool is useful only when you can see what the conclusion rests on
The interface is only the front layer. The real value is the ability to inspect the inputs, understand how the output is calculated, recognise what the model cannot know and translate the result into a management action.
Calculation method
The tool builds a practical event and CRM map: business meaning, trigger, parameters, source, destination, consent class and QA step.
Limitations
The output is an architecture draft, not an automatic implementation. It does not resolve legal requirements or internal data-governance policy by itself.
Management output
A measurement specification that can be reviewed jointly by marketing, analytics, CRM, product and development before tracking is implemented.
APIS LAB principle
A result is complete not when a chart appears, but when it becomes clear which decision follows, which assumptions remain disputed and what next evidence could change the conclusion.
Method