In regulated, high-stakes domains, "the model said so" doesn't hold. These are the places where an evidence chain is the product.
Clinical knowledge lives in guidelines, trial data, formularies and tribal PDFs. A cardiovascular build turned that material into 145 linked concepts and 284 recommended actions — every claim still pointing back to the page it came from.
Regulators don't accept stochastic answers. Deterministic inference over a governed knowledge graph means the same query yields the same answer — with the chain of evidence attached.
Analysts drown in documents; decisions need lineage. In a regional conflict build, six independent sources — encyclopedia entries, humanitarian reporting, sanctions notices and a video transcript — fused into one graph of 720 records, each still traceable to the document that produced it.
Decades of manuals, maintenance logs and expert know-how walk out the door with every retirement. Turn them into a living ontology your whole workforce can query.
Products, content, customers and networks are already a graph — you just haven't built it yet. Semantic recommendations and support agents that reason instead of guessing.