Scalable methods for turning unstructured information into reusable knowledge.
Building trustworthy knowledge systems.
Leyli is an engineering-first company with active research interests in knowledge extraction, ontology engineering, GraphRAG, validation, and explainable AI.
Ontology-driven representation, graph construction, and domain adaptation.
Graph-native retrieval and evidence-grounded language-model workflows.
Reasoning, validation, AI agents, and persistent organizational knowledge.