AI and Data Infrastructure

The future isn’t being built on software alone. It’s being built on fiber.

Artificial intelligence, cloud computing and the next wave of compute — from large-scale training to quantum, bare-metal and on-device inference — are reshaping how the world operates, and each depends on a physical network engineered to move data to where compute lives.

What’s stopping next-gen AI and hyperscale growth?

Behind every AI model, cloud service, mobile application and digital experience is a physical network responsible for moving enormous volumes of data quickly and reliably at scale.
As those workloads have become more distributed and data demands continue to accelerate, infrastructure has become a strategic advantage.
Organizations building the next generation of AI platforms, hyperscale environments, carrier networks and wireless ecosystems need more than bandwidth.
They need capacity, route diversity, low latency, direct access to digital destinations and a partner willing to build where growth is happening.
AI & High-Performance Workloads
  • AI Training Infrastructure

    Connect GPU clusters, storage environments and training platforms through high-capacity fiber and scalable optical transport.

  • AI Inference Networks

    Deliver low-latency connectivity supporting real-time inference, decisioning and user-facing AI applications.

  • Data Center Interconnect

    Enable high-speed movement of training data, model outputs and operational workloads between facilities.

  • AI Campus Expansion

    Build custom fiber infrastructure into new AI campuses, compute clusters and emerging technology corridors.

  • Hybrid Cloud AI Environments

    Support efficient movement of data between cloud providers, colocation facilities and dedicated AI infrastructure.

Use Cases

AI Infrastructure Connectivity

Support GPU clusters, training environments and inference platforms with high-capacity fiber, Dark Fiber and scalable optical transport.

Hyperscale Data Center Connectivity

Connect cloud regions, data centers and interconnection hubs through resilient infrastructure engineered for massive east-west traffic.

Carrier Network Expansion

Extend wholesale and transport networks with scalable wavelengths, Dark Fiber and custom route construction. Lightpath aggregates regional partners under a single point of contact, with transparency throughout the build.

Wireless Network Densification

Enable 5G expansion through high-capacity backhaul connecting towers, small cells, aggregation points and edge infrastructure.

Key Challenges and Risks

  • Exponential growth in data movement driven by AI, cloud and digital services 
  • Increasing pressure on networks to support low-latency, real-time workloads such as distributed model training, inference serving and live data replication 
  • Limited availability of diverse fiber routes between critical facilities 
  • Growing demand for direct access to data centers, cloud regions and landing stations 
  • Long lead times and construction constraints slowing infrastructure deployment 
  • Rapid scaling requirements that outpace traditional aggregation-based metro rings and oversubscribed shared backbones 
  • Lack of visibility and control over underlying network infrastructure 
Solutions Overview

Request a route review

The fiber between your sites shouldn’t be the variable you can’t see.

Start with the routes. Then talk pricing.

Call 1-877-544-4872 or complete the form.

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