AI That Reasons Over Relationships, Not Just Keywords
Knowledge graphs model the actual structure of your domain. GraphRAG lets AI traverse those relationships to deliver answers that reflect how your business really works.
Knowledge Graph & GraphRAG Platforms
Knowledge Graph Architecture
Ontology design, entity resolution, and relationship modeling tailored to your domain. We build the structured foundation that makes AI reasoning possible.
Graph-Backed Search & Analytics
Replace keyword search with graph traversal. Discover non-obvious connections across your data that traditional search engines miss entirely.
GraphRAG Platforms
LLMs that retrieve context from your knowledge graph before generating answers. Structured reasoning over real relationships, not just semantic similarity.
Graph Data Integration
Ingest from databases, APIs, documents, and spreadsheets into a unified knowledge graph. Your data sources stay connected, not siloed.
Why GraphRAG Over Standard RAG?
Standard RAG retrieves text chunks based on semantic similarity. GraphRAG adds a structural layer: the AI traverses explicit relationships — reports-to, depends-on, manufactured-by, regulated-under — to construct richer, more accurate context before generating a response.
Complex Hierarchies
Your data has complex hierarchies or dependencies that flat text retrieval cannot capture. Graph traversal preserves the structure that matters.
Accuracy & Auditability
When accuracy and auditability are non-negotiable, GraphRAG provides traceable reasoning paths. Every answer can be verified against the graph.
Explainable Answers
Users need to understand why something is true, not just that it is. Graph-based reasoning shows the path from question to answer.
Multi-Source Synthesis
Multiple data sources need to be synthesized coherently. Knowledge graphs unify disparate sources into a single, queryable structure.
Explore What a Knowledge Graph Could Do for Your Domain
Every knowledge graph starts with understanding your data and your domain. Let's explore the possibilities together.