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1The flagship service

GraphRAG & Knowledge Graph Construction

Your AI fails on complex queries because it treats data as isolated text fragments. GraphRAG connects your data into a knowledge graph that enables multi-hop reasoning, traceable answers, and deep understanding of business context. This isn't another chatbot on your documents — it's the knowledge infrastructure your organization needs.

90%
accuracy on multi-hop queries with GraphRAG

Before

Data in silos, semantic searches that fail on complex queries, generic AI responses.

After

A connected knowledge graph, multi-hop reasoning, deeply contextual and traceable answers.

Process

GraphRAG & Knowledge Graph Construction

1

Data audit

We map all data sources, their hidden relationships, and current failure points.

2

Ontology design

We define entities, relationships, and taxonomies that capture your business's real knowledge.

3

Construction & indexing

We build the knowledge graph and integrate with your existing AI stack.

4

Validation & optimization

We measure accuracy, latency, and relevance. We iterate until defined KPIs are met.

Outcomes

The flagship service

Answer accuracy from 46% to 90%+ on complex queries
Multi-hop reasoning over entity relationships
Full traceability: every answer includes its sources
Integration with your existing stack (LangChain, LlamaIndex, etc.)
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