Citizens analyzing data (CAD)

Understanding CAD: The Citizen’s Technical Value

CAD is the technical value assigned by a citizen to describe how a public service functioned in a specific experience. It is not a survey, not an opinion, not a satisfaction score, and not a statistic. CAD is a structured, disciplined measurement created through a clear modeling process.

CAD transforms a citizen’s experience into a numerical value between 100 and 0, which later becomes a GST category through the C‑ANA‑DA architecture.

 

How CAD Is Created

A CAD value is produced through structured verbal modeling, where the citizen describes:

  • what happened,

  • how the service functioned,

  • what steps were required,

  • what friction occurred,

  • and how clear or unclear the process was.

The citizen then assigns a value from 100 to 0, based on the clarity, efficiency, and consistency of the service.

CAD is not emotional. It is a technical reading of institutional performance.

 

What CAD Measures

CAD measures:

  • the clarity of the service

  • the consistency of the process

  • the level of institutional friction

  • the efficiency of public money in action

  • the citizen’s ability to complete the service

CAD does not measure:

  • personal satisfaction

  • political opinion

  • emotional reaction

  • the amount of money spent

  • economic inflation

CAD is strictly a functional measurement.

 

DA: Data Added by the Citizen

During the modeling process, the citizen may add complementary data (DA):

  • waiting times

  • number of visits

  • required documents

  • unexpected steps

  • narrative or numerical evidence

DA is not external statistics. It is internal case data that enriches the CAD value and improves institutional understanding.

 

From CAD to GST

Once the CAD value is assigned, it enters the C‑ANA‑DA architecture:

Citizen → CAD → ANA → GST

Through ANA (the mathematical transfer), the CAD value becomes one of the three universal institutional categories:

  • G (Go)

  • S (Stop)

  • T (Terminated)

This ensures that every citizen experience becomes a neutral, standardized institutional reading.

 

Why CAD Matters

CAD is essential because it:

  • gives citizens a technical voice

  • creates measurable institutional information

  • reveals friction inside public services

  • supports transparency and accountability

  • forms the foundation of the GST Model

  • strengthens the structure of Civic⊜mathematics

CAD is the starting point of the entire architecture. Without CAD, there is no GST classification and no institutional reading.