Canonical Definition

Integrity & Enforcement defines the conditions under which
governance rules are actively enforced, violations are detected, and
system integrity is maintained as an observable and controllable state.

A system is not governed if rules exist but are not enforceable.

Purpose

This module ensures that:

• governance rules are not only defined but enforced
• violations are detectable in real time
• system integrity remains visible and controllable

Core Principle

Rules without enforcement are not governance.
Detection without response is not control.

Minimum Implementation Framework (MIF)

The system MUST ensure:

1. Enforcement Mechanism
The system MUST:

• enforce governance rules during operation
• prevent execution outside defined conditions

2. Violation Detection
The system MUST:

• detect breaches of rules
• identify non-compliant behavior
• flag anomalies and inconsistencies

3. Integrity State
The system MUST define:

• system integrity states (valid / invalid / breached)
• real-time visibility of system condition

4. Response Mechanism
The system MUST define:

• actions taken upon violation
• containment or correction procedures
• escalation upon integrity breach

5. Continuous Monitoring
The system MUST:

• monitor governance conditions continuously
• ensure no silent failures occur

Mandatory Conditions

• rules MUST be enforceable
• violations MUST be detectable
• integrity MUST be observable
• system MUST react to breaches

Prohibited Conditions

• rules that are not enforced
• undetected violations
• hidden system states
• absence of response to breaches

Output

The system produces:

• Enforced Governance State
• Observable System Integrity

System Condition

• Valid → rules enforced, integrity maintained
  
• Invalid → enforcement fails or integrity compromised

Use Case 1 — Policy Violation

Without module:

• rule broken
• no detection

With module:

• violation detected
• system responds

Result:

• governance enforced

Use Case 2 — AI Integrity Breach

Without module:

• AI deviates from expected behavior
• no detection

With module:

• anomaly detected
• response triggered

Result:

• system integrity restored

Closing Insight

If rules are not enforced, they do not exist.

→ CGRM Standard

→ CGRM Modules Overview