AMD Instinct accelerator / capacity planning

AMD Instinct MI355X liquid-cooled accelerator platform
MI355X / 288 GB HBM3E

AMD Instinct MI355X.

The next step in high-memory AMD inference capacity. MI355X brings liquid-cooled density and a larger memory envelope to full-scale, sovereign serving deployments.

Read the MI355X update

At a glance

More memory per accelerator. More room to operate.

MI355X is designed for teams preparing to serve larger models, more concurrent users, and regional workloads without compromising on isolation or control.

HBM3E memory

288 GB

Memory bandwidth

8 TB/s

Accelerator power

1,400 W

Eight-GPU memory

2.3 TB

Platform profile

Density without a new operating burden.

The hardware advances, while the operating experience stays direct: a platform that turns capacity into isolated compute through the terminal UI, API, and CLI.

Liquid-cooled density

Direct liquid cooling allows the platform to sustain a larger power envelope while fitting an eight-accelerator UBB 2.0 system into a deployable rack design.

A full-scale serving unit

Eight OAM accelerators connect across an AMD Infinity Fabric mesh, creating a coherent, high-memory system for large inference deployments.

An operating platform, not just hardware

ROCm, hardened virtualization, and the automated layers beneath Kubernetes are part of the environment, not a follow-on integration project.

Deployment path

Built to expand deliberately.

Our approach is smaller, well-operated deployments in more data centers, not a single oversized buildout. MI355X capacity fits that plan.

A practical delivery path

Our relationships with AMD, Dell, Broadcom, and Advizex let us plan smaller regional deployments with realistic supply, networking, and service expectations.

A platform that already operates

We are applying three years of automation and operator feedback to MI355X capacity, rather than building a new control plane around a new accelerator.

Experiment complete

The signup form is gone. The signal is not.

We ran an experiment to see whether anyone would put real money behind future MI355X capacity. The response was much stronger than we expected.

$100

pledged by each person

17×

our expected response

Our little experiment returned a very loud answer.

That signup form was an experiment. It is over now, and we learned a lot from it. We asked people to pledge $100 toward future MI355X capacity.

We are still raising the capital required to buy and deploy the hardware. Hot Aisle is a three-year-old business with more than $50 million in requests for MI355X capacity and a product built around what developers and businesses actually need.

We are already in active conversations, but the right introduction could make a real difference. If you know someone who should hear our story, put us on a call together. We will make time immediately.

Available now

Need inference compute today?

MI300X capacity is available through the same platform, with isolated VMs and bare metal provisioned without a sales process.

Explore MI300X