Data Bricklaying Diary
Sep 1, 2026 · Fundamentals
Beyond Consistency Checks: A 7-Layer Acceptance Framework for Ontology Models
This article presents a seven-layer acceptance framework for ontology models that moves beyond consistency reasoning and expert review, covering capability questions, semantic constraints, real data mapping, rule execution with unknown states, exception handling and action contracts, version traceability, and controlled business outcomes with multi-role sign-off.
business-outcomesconsistency-reasoningexpert-review
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