OOF™ Origin Open Foundation™

Independent Methodological Authority

OriginID: OOF-OID-INTEGROS-IMS-IMM-2026-07-17-0001
Architecture Ecosystem: Structured Reality Standards™
Architecture Family: INTEGROS® — Integrity Governance Architecture
Parent Standard: Integrity Measurement Standard (IMS)
Operational Layer: Meta-Integrity Governance Layer
Category: Governance & Enforcement
Subcategory: Integrity Governance
Type: Parent Standard Module
Governed Space: Integrity Metrics
Version: 1.0
Status: Canonical · Open Module
Origin Date: 17 July 2026
Compatibility: OOF Methodology OS · GOA™ · OBIDENITY® · ART™ · ORA™ · AGA™ · AIG® · CLIA® ·
MGIA™ · ASGA™
AI-Readable: Yes
Authority: OOF®
Protection: MIP™ — Methodological Intellectual Property
Canonical Language: English (UCL)

Governed Space

Integrity Metrics

Canonical Definition

Integrity Metrics Module (IMM) defines the governance metrics used to quantify
integrity objectively. It establishes the measurable values, calculation
methods, and evaluation criteria required to assess integrity consistently
throughout the complete lifecycle of a governed entity.

Operational Role

IMM governs the metric layer of integrity measurement by ensuring that
integrity is evaluated using standardized, repeatable, objective, and
comparable measurements rather than subjective interpretation.

Minimum Implementation Framework

1. Define Integrity Metrics

Identify the quantitative and qualitative metrics required to measure
integrity across the governed entity.

2. Define Metric Requirements

Establish calculation methods, units of measurement, acceptable ranges, data
sources, measurement frequency, and governance requirements for each integrity
metric.

3. Define Metric Validation Logic

Define how metric accuracy, consistency, completeness, and reliability are
verified before integrity measurements are accepted.

4. Define Governance Response

Establish governance actions when integrity metrics fall outside approved
thresholds, become unreliable, or indicate degradation of integrity.

5. Preserve Metric Records

Maintain metric definitions, calculation methods, historical measurements,
revisions, governance approvals, and supporting evidence throughout the
complete lifecycle.

Example Use Cases

Use Case 1 — AI Decision Governance

Scenario

An AI platform measures the percentage of explainable decisions, policy
compliance, successful validations, and human-approved exceptions.

Application

IMM defines these metrics and governs how they are calculated, validated, and
monitored over time.

Result

Integrity is measured objectively using standardized governance metrics that
support consistent oversight and comparison.

Use Case 2 — Manufacturing Quality System

Scenario

A manufacturing process measures inspection pass rates, process consistency,
defect frequency, and equipment compliance.

Application

IMM governs these integrity metrics and ensures they are measured consistently
across production operations.

Result

Operational integrity is quantified through objective measurements, enabling
evidence-based governance decisions.

Canonical Closing Statement

Integrity becomes governable only when it can be measured consistently.
Integrity Metrics Module establishes the objective measurement foundation that
transforms integrity into quantifiable, repeatable, and independently
verifiable operational evidence throughout the complete lifecycle of every
governed entity.