The Entity Governance Framework: Controlling How AI Represents Your Brand
Your brand has two identities: what humans perceive and what machines perceive. Entity Governance closes the gap between them.
The Five Pillars:
1. Entity Architecture — Complete structured data representation using Schema.org
2. Authority Validation — External corroboration through high-trust publications and knowledge graphs
3. Knowledge Graph Positioning — Ensuring correct presence in AI-referenced databases
4. Competitive Differentiation — Machine-readable distinction from competitors
5. Continuous Monitoring — Ongoing accuracy verification and remediation
Maturity Model: Level 0 (Ungoverned) through Level 4 (Sovereign). Most 9-figure brands start at Level 0.
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