Graphon Labs has raised US$35 million in Series A funding. RRE Ventures led the round. The company builds Persistent Intelligence, infrastructure that helps AI agents retain and build on prior knowledge.
Funding history
The company emerged from stealth with US$8.3 million in seed funding less than six months ago. The new Series A brings total funding to US$43.3 million. Participants included HP, Energy Impact Partners, Hitachi Ventures, and Gaia VC.
Company context
Graphon Labs was founded by senior engineers and researchers from Amazon, Meta, Google, Apple, and NVIDIA. The company is already deployed with the San Francisco 49ers and Hitachi. Hitachi Rail has evaluated the technology for industrial data discovery and AI inferencing.
Platform and benchmarks
Graphon's platform uses graphons, a mathematical framework for analyzing very large graphs. It powers Graphon Enterprise, Graphon Developer, and Graphon On-Device Memory. The company reported the highest accuracy among evaluated systems on LoCoMo, ConvoMem, and ATM-Bench.
The funding will help expand the technology beyond enterprise deployments to developers and devices. Graphon Labs also plans to support additional research and infrastructure. The company aims to make Persistent Intelligence available to everyone.