The Ontology Buyer's Dilemma: The Governance Layer No Platform Sells
Three competing philosophies for enterprise meaning, one seam where each of them gives way.
Key Takeaways:
- Enterprises evaluating semantic layers for AI agents are really choosing between three distinct architectural philosophies, not one category of product, and each carries a different characteristic blind spot.
- Standard procurement criteria such as standards-openness, ease of adoption, and lock-in exposure miss a fourth, more consequential dimension: whether a business rule survives when an agent hands work to a system outside the platform where the rule was defined.
- The gap is best understood as the difference between grounding telling an agent what something means and governance constraining what an agent may do about it everywhere it operates, a distinction none of the three philosophies fully resolve.
- The gap persists in procurement not because of vendor misrepresentation but because of three structural conditions: cross-boundary failures are hard to demonstrate in a sales cycle, the expertise needed...
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