Leyli
Clinical Knowledge Intelligence
Transform clinical literature, guidelines, terminology, and patient documentation into ontology-grounded knowledge for education, research, and clinical AI workflows.
Healthcare and life sciencesOne Knowledge Engine. Many knowledge-heavy domains.
Leyli adapts the same infrastructure pattern across domains: source ingestion, knowledge extraction, ontology grounding, evidence, knowledge graphs, GraphRAG packages, exports, and API-ready delivery.
Domain Solutions
Different knowledge. Same engine.
Each solution changes the ontology, vocabulary, review workflow, and domain rules while preserving the same explainable knowledge infrastructure.
Healthcare and Life Sciences
Surgical Knowledge Intelligence
Connect anatomy, procedures, evidence, complications, and educational resources into structured knowledge for training and simulation systems.
Surgical educationEnterprise and Industry
Legal Knowledge Intelligence
Extract contracts, obligations, entities, regulations, policies, and legal relationships into structured knowledge for compliance and legal AI.
Legal and complianceFinancial Knowledge Intelligence
Transform reports, filings, regulations, portfolios, and financial entities into explainable knowledge graphs for analytics and risk intelligence.
Finance and riskManufacturing Knowledge Intelligence
Connect equipment documentation, maintenance records, incidents, spare parts, and engineering knowledge into reusable operational knowledge systems.
Industrial operationsProduct Knowledge Intelligence
Generate structured product knowledge, specifications, attributes, recommendations, and support knowledge for commerce and retail platforms.
Retail and commerceEnterprise Knowledge Intelligence
Unify documents, emails, policies, manuals, databases, APIs, and internal knowledge into one connected knowledge infrastructure.
Enterprise AIResearch and Innovation
Research Knowledge Intelligence
Organize publications, citations, concepts, hypotheses, and discoveries into inspectable knowledge graphs for researchers and AI systems.
Research and innovation
Domain Adaptation
Leyli does not need to be rebuilt for every industry.
The same Knowledge Engine can be adapted through the domain's ontology, vocabulary, data sources, validation requirements, and delivery targets.
Enterprise knowledge modelling
Custom Ontology Engineering
We design, extend, align, and integrate ontologies that reflect an organization's terminology, concepts, processes, products, and domain relationships.
Ontology design from scratch
Extension of existing ontologies
Taxonomy and concept hierarchy design
Ontology alignment and mapping
RDF, OWL, and SKOS modelling
Knowledge graph schema design
Internal vocabulary integration
Ontology documentation and governance
We do not only extract knowledge. We help organizations define and model it.
Example Knowledge Workflows
How domain knowledge becomes usable AI context.
Healthcare
Clinical guidelines and reports
Ontology-grounded knowledge graph
Evidence-backed GraphRAG assistant
Manufacturing
Equipment manuals and maintenance records
Connected equipment and failure knowledge
Maintenance and troubleshooting assistant
Legal
Contracts and regulations
Obligations, entities, and evidence relationships
Compliance and legal knowledge assistant
Bring Leyli to the knowledge your organization already has.
The Biomedical Demo is the first proof. The same pattern can be adapted for knowledge-heavy teams that need trustworthy AI grounded in their own sources and terminology.