Zayo teamed with Equinix to develop a blueprint designed to guide the construction of AI infrastructure for neoclouds and AI providers.

The AI Infrastructure Blueprint provides operators with a playbook for architecting the underlying network infrastructure connecting AI training facilities with distributed inference points and end users.

“AI is transforming the digital infrastructure landscape, but there's been no playbook for connecting training, inference, and enterprise infrastructure,” Bill Long, chief product and strategy officer at Zayo, explained.

The framework positions Equinix as neutral interconnection hubs linking networks and AI infrastructure, while Zayo provides the high-capacity fiber backbone connecting these hubs to data sources and workloads. The approach builds on their combined decades of experience in IP peering and cloud connectivity.

The framework promise to reduce trial-and-error deployment approaches by providing validated reference designs across key network layers, including private WANs, content delivery networks (CDNs), and internet exchanges.

Zayo and Equinix contend their blueprint launch comes amid growing infrastructure pressure, with AI-driven bandwidth demand projected to surge by 2030. Meanwhile, neoclouds like CoreWeave, Lambda, and Nscale face what Futuriom Research analyst Craig Matsumoto called a “widening gap between their ambitions and the infrastructure needed to support them.”

“In our view, this blueprint marks a pivotal step toward a common model for scaling AI across communications infrastructure,” Matsumoto added.

The launch of the jointly developed blueprint follows Equinix's unveiling of a distributed infrastructure offering targeting enterprises deploying autonomous AI agents and distributed AI workloads.

The platform features an AI-ready network backbone, a testbed, and a software layer for Equinix Fabric for workload optimization. The interconnect giant claimed the offering can support AI infrastructure needs, including inference at the edge and data sovereignty requirements.

Zayo, meanwhile, is taking full advantage of the data center boom as it looks to build out some 5,000 fiber route miles. The DigitalBridge-owned firm is also working to integrate an additional 90,000 miles upon completion of its $4.5 billion acquisition of Crown Castle’s fiber assets. The vendor recently reached a debt restructuring deal with creditors to provide it with further financial flexibility to continue its network expansions.