KG-Backed Document Intelligence

SHACLLLMsDocument AI

An ontology as the domain contract, SHACL as the validation layer, provenance as the trust layer, and LLMs only where they add explainable assistance, so every extracted fact is typed, validated, and traceable.

Full write-up coming soon.