Modern Relay, a company building foundational infrastructure for enterprise AI, has successfully raised $3 million in a recent funding round. The investment, led by Point Nine, coincides with the launch of its first open-source product, Omnigraph. The company aims to solve the critical challenge of coordinating work between human employees and a growing number of artificial intelligence agents within large organizations.
Addressing AI Fragmentation in the Enterprise
As companies increasingly deploy AI agents for tasks like research and operations, they encounter a significant barrier in cross-functional collaboration. Critical organizational context is often fragmented across disparate documents, chat applications, and legacy databases. This siloed environment prevents seamless integration and hinders the potential of automated systems working in concert.
Without a unified operational layer, each department's automation efforts remain isolated, leading to inefficiency rather than leverage. This fragmentation means valuable organizational knowledge fails to compound and is often lost when employees depart. The proliferation of specialized SaaS tools can further entrench these information silos, worsening the core coordination problem.
A Unified Foundation for Humans and Agents
Modern Relay addresses this issue by creating a shared foundation that maps how a company actually functions. This system, described as a context graph, unifies an organization's world model, including its people, policies, data, and decision-making processes. It provides a single source of truth from which both software and teams can coordinate their activities effectively.
The platform is designed to route the right information to the appropriate actor, whether human or AI, at the precise time it is needed. It also establishes governance over what changes are made, who provides approval, and how workflows evolve. Crucially, the entire system runs on infrastructure owned by the customer, ensuring organizations retain control over their most valuable operational asset.
Launch of Omnigraph and Investor Confidence
Alongside its funding announcement, Modern Relay has released its first open-source product, Omnigraph. This tool is a Git-style graph database specifically engineered for environments where AI agents are first-class operators. It enables users and agents to branch off the main knowledge graph, propose changes in parallel, and merge approved updates back into the canonical version.
The $3 million round saw participation from Emerge, Amino Collective, and Common Magic, alongside notable angel investors like Meta board member Charlie Songhurst. Ricardo Sequerra, a Partner at lead investor Point Nine, stated that the bottleneck has shifted from model capability to organizational infrastructure. He praised founders Ragnor Comerford and Aaron Goh for building the operational backbone for how AI will actually work inside a company.
Modern Relay is positioning itself to become a critical component for the next wave of enterprise AI adoption. Co-founder Ragnor Comerford emphasized that without a shared foundation, AI systems create more fragmentation, and his company is building the layer to preserve context and maintain control. By focusing on the coordination between humans and agents, the company is enabling organizations to make their operational knowledge explicit and truly compound its value.