Institutional Framework

Measurement Governance

Why PRG maintains structural independence

PRG operates as an independent revenue risk measurement practice. Structural classifications are issued using a documented evaluation framework and versioned methodology.

This page outlines the institutional constraints that govern how classifications are produced and issued.

Deterministic Classification

PRG classifications are deterministic. Same dataset. Same framework version. Same classification result.

No analyst discretion is applied during score generation. Structural classifications are produced using a fixed evaluation architecture and versioned methodology.

Current Production Artifacts
Revenue Risk Framework v1.3
Classification Model v2.1
Issuance Policy v1.0

These artifacts define how structural exposure is measured, how classifications are assigned, and under what conditions PRG issues diagnostic reports.

Institutional Independence

PRG operates solely as a structural measurement practice. The firm maintains structural separation from CRM vendors, consulting firms, and system integrators.

PRG does not perform implementation work related to diagnostic outcomes. This institutional structure ensures that classification results remain independent measurements rather than advisory opinions.

Issuance Discipline

Structural classifications are issued only when submitted datasets meet defined issuance thresholds. If a dataset does not meet issuance requirements for a diagnostic report, the report is not produced and the client is not charged.

Issuance discipline ensures that classifications remain credible governance artifacts rather than automatically generated reports. Full issuance criteria are documented in the Issuance Policy.

Data Handling

PRG does not maintain persistent client datasets. Submitted CRM exports are processed once during classification and are not retained afterward.

This structural constraint prevents cross-client data accumulation and ensures that classification decisions are based solely on the submitted dataset. Full data handling commitments are documented in the Data & Privacy statement.

RRF v1.3 · CM v2.1 · IP v1.0 · Pipeline Recovery Group