5) TigerGraph

Architecture: Massively parallel processing with in-memory capabilities

TigerGraph powers real-time relationship analytics at global banks and manufacturers. The platform includes nine pre-built solution kits for fraud detection, anti-money laundering, and customer 360 use cases.

Key Features

• Parallel processing: Massively parallel architecture for scale-out performance

• Multi-query support: GSQL, openCypher, and GQL in same engine

• Hybrid search: Native graph-plus-vector search for GraphRAG

• Solution accelerators: Pre-built kits for common enterprise patterns

Why It Made the List

TigerGraph demonstrates production deployments at global banks for fraud detection and coordinated financial crime pattern analysis. Supply chain customers have reduced analysis timeframes significantly using the platform. These case studies validate enterprise-scale performance.