TASK 07 / 5 TOOLS

Ontology & Semantic Modeling

Define concepts, relationships, mappings, and constraints for data and agents.

Ontology construction, evolution, alignment

From records to shared meaning

Semantic tools may start with metadata or existing data, rather than raw documents. Source lineage is different from PDF page coordinates.

NVOpen source

Build a semantic catalog from enterprise metadata and give agents consistent business definitions and query context.

EvOpen source

Expose a versioned ontology layer to data agents and evolve it using execution evidence and paired evaluations.

PrOpen source

Edit OWL ontologies and inspect model consistency when designing concepts and relationships for extracted data.

ToCommercial

Govern enterprise concepts, relationships, and rules as shared context for agents and applications.

StCommercial

Map structured sources to RDF and query document-derived records alongside other enterprise data.