Graphon AI Information

Most of the world's data isn't text. It's video, images, audio and documents. AI still struggles to use it, because today's tools only pull back pieces that look relevant to a question. Graphon works differently. It reads the content itself: the frames, the speech and the pages, not just the file names and labels around them. As it reads, it builds an ontology of your data automatically, roughly 10x deeper than a team could build by hand. The result is a lasting memory of how everything connects, across formats and over time. AI can then reason across all of it, and every answer shows where it came from. Our patent-pending technology is built on graphons, a mathematical framework for very large graphs. It grew out of PhD research at the University of Pennsylvania's GRASP Lab. - Reads video, images, audio and documents - Runs in the Graphon cloud, inside your own VPC, or on device - SOC 2 Type II certified Graphon was founded in 2025 by Arbaaz Khan (CEO), Clark Zhang (CTO) and Deepak Mishra (COO), and is based in the San Francisco Bay Area. We've raised $8.3M to build it.