Use Cases
Work In ProgressWhere knowledge graphs create business value.
The business case for knowledge graphs, by industry. Early sketches, with fuller write-ups coming soon.
Supply Chain Traceability with Knowledge Graphs
The supply chain industry spent thirty years solving movement and missed meaning. Why traceability fails past tier one, what FAIR-aligned knowledge graphs fix that ERP and blockchain could not, and why the 2026-2028 regulatory window is the moment to act.
Enterprise Interoperability Through Provenance-Backed Exchange
Using a messenger ontology and PROV-O to let independent systems and teams exchange data without agreeing on a single internal model.
Warehousing & Inventory Governance via Ontology
Replacing ad hoc warehouse data models with a shared ontology so inventory, location, and capacity data stay consistent across sites and systems.
KG-Backed Document Intelligence
A future use case for combining ontology-governed extraction, SHACL validation, and LLM-assisted review.