graph-ai
(3)
Lynx Analytics
Lynx Analytics is a Singapore-founded, AI-native analytics firm built by INSEAD students and professors in 2010 to apply graph theory to hard business problems. Its flagship platform, LynxKite, turns very large datasets into graphs and runs hundreds of graph algorithms - many GPU-accelerated - to power everything from telecom churn prediction and fraud detection to drug discovery. Over the past few years the company has pivoted its focus toward AI-native consulting and products for pharma and life sciences, combining biomedical knowledge graphs, large language models, and NVIDIA's accelerated computing stack.
NebulaGraph, powered by Vesoft
NebulaGraph is an open-source, distributed graph database engineered by Vesoft for super-large-scale graphs - trillions of edges and vertices - with millisecond latency. Born in 2018 and shipped on GitHub in 2019, it powers graph workloads at Tencent, Meituan, JD Digits, Kuaishou and hundreds of other enterprises tackling fraud detection, recommendation, knowledge graphs and graph RAG.
Sherman Ye
Sherman Ye is the Founder and CEO of NebulaGraph (vesoft Inc.), the company behind one of the world's most scalable open-source distributed graph databases. After engineering stints at Facebook and Ant Financial — where he worked directly on graph database infrastructure — Ye founded vesoft in 2018 to bring enterprise-grade graph database technology to a market hungry for connected-data insights. NebulaGraph can handle trillions of edges with millisecond latency, and counts Tencent, Meituan, and JD Digits among its users. Ye led the company through a $8M pre-A round in 2020 and a Series A in 2022 led by Jeneration Capital, while pioneering the GraphRAG concept that merges knowledge graphs with large language models.