Structure Before Intelligence
The Structure Gap
Many organisations believe AI struggles because the models are inadequate. In reality, AI often struggles because it cannot understand the structures that define how the business operates.
Executive Reality
AI cannot understand a business that has never been structured
The structure gap is the distance between what AI needs and what most organisations actually have.
What AI Needs
- Categories
- Hierarchies
- Relationships
- Definitions
- Governance
What Most Businesses Have
- Duplicates
- Inconsistent naming
- Weak classifications
- Departmental silos
- Transactional structures
Executive conclusion
Before asking “How do we implement AI?”, executives should first ask: “Can AI understand how our business is structured?”