The Universal Pattern
Every industry has the same underlying graph structure. The entities change, the relationships stay similar.
Industry Applications
See how GraphRAG transforms questions in your industry
Construction & Trades
Key Entities: Jobs, Accounts, Contacts, Documents, CostItems, Payments, Files
Problem → GraphRAG Solution
"Which jobs use materials from delayed vendors?"
Job → CostItems → Materials → Vendor → Delivery Status
"What's our margin on kitchen remodels?"
Project Type → Jobs → CostItems → Labor → Actual vs Estimated
"Find alternative suppliers for this material"
Material → Specs → Compatible Items → Qualified Vendors
Relationship Queries You Can Ask
- What materials do we typically use for kitchen remodels?
- Which vendors have the best pricing for electrical supplies?
- Show me cost overruns linked to material price changes
Why GraphRAG Over Vector Search?
| Capability | Vector Search | GraphRAG |
|---|---|---|
| Find similar documents | ||
| Traverse relationships | ||
| Multi-hop queries | ||
| Entity resolution | Limited | |
| Explain reasoning | ||
| Business context |
The Aethyr Difference
Sovereign
Your graph lives in YOUR infrastructure. We provide the engine, you keep the intelligence.
Symbolic
We don't just embed vectors. We extract entities, relationships, and meaning that mirrors how you think about your business.
Decentralized
Edge to core. Works offline, syncs when connected. Sub-10ms queries at the edge.
What GraphRAG Means For You
Technical Leaders
"GraphRAG combines the flexibility of semantic search with the precision of structured queries. Ask questions about relationships, not just keywords."
Business Leaders
"Stop searching for documents. Start asking questions about your business. "Who's affected?" "What's connected?" "What should we do?""
Executives
"Your competitors are still doing keyword search. GraphRAG gives you intelligence—understanding how your business actually works."
Vector search tells you what you have.
GraphRAG tells you what it means.