VergRail · AI infrastructure connectivity

Move AI data at full speed, privately

Training and inference live or die on data movement. VergRail builds dedicated high-capacity lanes between your data, the GPU clouds you rent and the AI services you call, without sending sensitive data across the public internet.

Diagram: training data moves over a dedicated VergRail lane to GPU clusters and AI services Your data GPU cluster AI servicesinference APIs Private lanes · no public internet hops
Why VergRail

Built for the way your business already works

Dedicated high-throughput private lanes between your data, GPU clouds and AI model providers.

  • Keep GPUs busy by feeding them data at the rate they can use it.
  • Send sensitive data to AI providers over private paths you control.
  • Plan transfer costs up front instead of discovering them on the cloud bill.
Capabilities

What you get with VergRail

High-capacity lanes

Dedicated links sized for bulk dataset transfers and steady inference traffic.

GPU cloud reach

Connect to specialist GPU providers and the major clouds from the same fabric.

Private AI access

Reach AI services that support private connectivity without exposing traffic to the internet.

Transfer cost planning

Model data movement charges across providers before you commit to a training run.

Burst for training runs

Scale a lane up for a training window, then return to a lower inference baseline.

Throughput visibility

Watch transfer progress and link usage in real time, with VergMind alerts if paths degrade.

How it works

From first call to running network

  1. Map

    We map where your data lives and where your models train and run.

  2. Size

    We size lanes for bulk transfer and steady inference separately.

  3. Build

    Lanes are provisioned and tested with sample transfers.

  4. Run

    Burst for training, scale back for inference, monitored throughout.

A good fit for

Who chooses VergRail

  • Teams training or fine-tuning models on private data
  • Companies moving inference closer to users
  • Regulated industries sending data to AI providers
FAQ

Questions about VergRail

Which GPU and AI providers can VergRail reach?

VergRail reaches the major clouds and a growing list of GPU and AI providers that offer private interconnection. We confirm your targets during the mapping step.

Can VergRail lower my data transfer bill?

Often, yes. Private interconnection is usually priced differently from internet egress. We model your workload so you can compare before you decide.

Is VergRail only for large companies?

No. Lanes start at sizes that fit a single team and grow as your AI workloads grow.

Where is VergRail available?

VergRail is offered to businesses in the United States.

See what VergRail would look like for you

Share your sites, clouds and goals. An engineer will come back with a design and a fixed quote.