See How Data is Mapped
Automatic mapping to the ontology transforms your raw data sources into a coherent semantic graph.
Automatic Ontology Mapping
NRLC automatically maps your databases, APIs, warehouses, and streams to a unified ontology. No manual configuration required—our system understands your data structure and creates semantic relationships automatically.
How It Works
- Schema Discovery: Automatically discovers tables, columns, and relationships across all connected sources
- Entity Recognition: Identifies entities, attributes, and relationships in your data
- Ontology Alignment: Maps discovered structures to your semantic ontology
- Relationship Inference: Automatically creates relationships based on foreign keys, naming patterns, and data analysis
- Validation & Refinement: Provides tools to validate and refine mappings as needed
Benefits
- Zero manual mapping for standard data structures
- Consistent semantic representation across all sources
- Automatic relationship discovery and creation
- LLM-assisted mapping for complex or ambiguous structures
- Version-controlled mappings that persist across deployments