Methodology

AIGA documents governance signal patterns using a structured observation model.

The methodology defines how governance language, accountability structures, and control articulation are identified, categorized, and recorded.

It is built on five operational principles:

• Observation, not interpretation
• Structure over opinion
• Language tracking over outcome claims
• Boundary clarity
• No scoring or certification mechanics

Observation Model

Each Signal Brief follows a consistent review structure:

  1. Source Identification
    Public regulatory, institutional, or governance documents.

  2. Governance Language Extraction
    Identification of explicit accountability, control ownership, and risk articulation terminology.

  3. Structural Categorization
    Mapping observed language into governance dimensions:
    – Accountability demarcation
    – Control ownership
    – Documentation posture
    – Oversight visibility
    – Escalation signaling

  4. Signal Classification
    Determining whether the language reflects:
    – Clarification
    – Expansion
    – Hardening
    – Diffusion
    – Ambiguity

  5. Static Documentation Output
    Signals are documented as point-in-time artifacts.
    No prediction. No compliance assertion. No advisory inference.

Boundaries

AIGA does not:

• Score organizations
• Issue governance ratings
• Provide certification
• Interpret legal compliance
• Recommend remediation

AIGA documents governance signal evolution.

AIGA is an independent governance signal observatory.
All publications are observational analyses of public language patterns and do not constitute legal, regulatory, compliance, or advisory services.

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