Dynamic Ontology

Dynamic Ontology is a research and tooling initiative focused on making formal semantic structures practical, inspectable, and evolvable for real-world schemas and data systems.

This site introduces the Ontology Workbench (OWB) and related tools for exploring how schemas (XSD, JSON Schema, contractual models) encode latent ontological meaning — and how that meaning can be made explicit, computable, and verifiable.


Current Status

This site is in early public preview.

Initial content establishes: - Core concepts and motivation - High-level architecture of OWB - Representative demonstrations (using simplified schemas)

Additional documentation, examples, and datasets will be added incrementally.


Getting Started

  • Ontology Workbench (OWB)
    Overview of goals, architecture, and demonstrations
    /owb/

  • MISMO Ontology Initiative
    A focused case study using mortgage industry schemas
    /mismo/

  • Philosophy & Positioning
    Why ontologies matter for AI, governance, and interoperability
    /philosophy/


This project emphasizes clarity over completeness. Each component is published once it is structurally sound, not merely when it is exhaustive.