GraphRAG

Understands relationships in your business data, giving strategic insights instead of just isolated facts.

What GraphRAG Means for Your Business

GraphRAG understands relationships in your business data, giving strategic insights instead of just isolated facts.

The AI That Sees the Big Picture in Your Data

How It Works

GraphRAG doesn't just find individual pieces of information — it maps the connections between people, projects, departments, and data to reveal patterns and insights that would otherwise be hidden.

  • • Maps data relationships
  • • Identifies hidden patterns
  • • Provides contextual insights
  • • Reveals business connections
  • • Enables strategic thinking

Real Business Example

HR System Intelligence:

HR system knows "John Smith" connects to "Marketing Department," "2019 hire date," "reports to Sarah," and "worked on Tesla campaign" — providing complete employee context.

Result: Enables strategic workforce planning, identifies skill gaps, and provides complete context for decision-making about promotions, projects, and team structures.

Bottom Line: GraphRAG is perfect for businesses with complex organizational structures, multiple data sources, or those that need to understand how different parts of their business connect and influence each other.

Entity extraction
Build a graph of people, products, orgs, and key terms from your corpus.
Relation edges
Model links like owns, uses, part‑of, depends‑on to enable path queries.
Graph‑guided retrieval
Traverse the graph to collect the most relevant source chunks.
Hybrid search
Combine graph filters with vector similarity for robust recall.

Answer complex, multi‑hop questions

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