# Graph Analytics & Knowledge Graphs, See the connections that tables hide We build graph databases, knowledge graphs and investigation workspaces that reveal how customers, accounts, assets and events connect, for fraud detection, GraphRAG and network analysis. **Solution pillar:** Data Analytics & Governance **Technology partners:** Neo4j and Linkurious ## What we deliver - **Graph data modelling:** Turn relational and event data into a well-designed graph. - **Knowledge graphs & GraphRAG:** Ground AI agents in connected, explainable facts. - **Fraud & AML analytics:** Graph algorithms that surface rings, mules and hidden links. - **Investigation workspaces:** Visual case tools for analysts, with alerts and audit trails. ## Use cases - **Fraud ring detection** (with Neo4j): Find shared devices, accounts and addresses that link suspicious customers. - **Enterprise knowledge graph** (with Neo4j): Connect documents, systems and people so agents answer with context. - **AML investigation** (with Linkurious): Trace money flows across accounts and entities and document the case. - **Insurance and benefits fraud** (with Linkurious): Expose networks of claimants, providers and addresses. ## Services - [Fraud Detection & Management](https://www.nitronedge.com/services/fraud-detection/) - [Analytics & Business Intelligence](https://www.nitronedge.com/services/data-analytics/) - [Generative AI & Copilots](https://www.nitronedge.com/services/generative-ai/) ## FAQ ### When should we use a graph database? When the value is in the relationships: fraud rings, ownership structures, network dependencies, recommendations or knowledge graphs for AI. Graphs answer multi-hop questions that are slow or impractical in tables. ### Which Graph Analytics & Knowledge Graphs technologies does NitronEdge work with? We deliver Graph Analytics & Knowledge Graphs with Neo4j and Linkurious, and recommend the right fit after understanding your requirements. ### Does NitronEdge provide Graph Analytics & Knowledge Graphs services in my country? Yes. We deliver Graph Analytics & Knowledge Graphs consulting, implementation and managed services across the Middle East, Africa, USA, India and Canada, on-site and remotely.