Graphon raises $8.3M to build the multimodal pre-model intelligence layer. Learn more

The Missing
Layer Between
Your Data and AI

Graphon is a pre-model intelligence layer that turns enterprise multi-modal data into persistent relational memory, giving LLMs and agents larger context windows across video, audio, documents, images, logs, and databases to reason more accurately, reliably, and efficiently.

How it Works

Connect Your Data

Ingest documents, video, audio, images, logs, and databases into Graphon.

Who is Graphon for?

Graphon is built for teams working with complex, multimodal data — including AI product teams, enterprise AI, data infrastructure teams, and marketing and content teams.

It powers organizations building AI agents, copilots, deep research tools, multimodal search products, and internal knowledge systems.

Graphon turns multimodal enterprise data into connected memory for three high-impact AI use cases:

Scale Enterprise Knowledge Agents

Give internal copilots and enterprise agents access to connected context across documents, tickets, meetings, logs, and databases—so they can answer with greater accuracy instead of stitching together isolated snippets.

Conduct Multimodal Deep Research

Search across terabytes of multimodal data in video, audio, images, documents, and structured records as a connected system instead of isolated repositories, unlocking deeper and more accurate investigation workflows in research, operations, compliance, and security.

Drive Cost-efficient AI Search

Reduce the token and compute footprint of AI-powered search, agents, and workflows by grounding them in shared relational memory instead of re-retrieving and re-injecting large contexts on every call.