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.
Search
No results found.
AMD Instinct accelerator / capacity planning

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 updateAt a glance
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
The hardware advances, while the operating experience stays direct: a platform that turns capacity into isolated compute through the terminal UI, API, and CLI.
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.
Eight OAM accelerators connect across an AMD Infinity Fabric mesh, creating a coherent, high-memory system for large inference deployments.
ROCm, hardened virtualization, and the automated layers beneath Kubernetes are part of the environment, not a follow-on integration project.
Deployment path
Our approach is smaller, well-operated deployments in more data centers, not a single oversized buildout. MI355X capacity fits that plan.
Our relationships with AMD, Dell, Broadcom, and Advizex let us plan smaller regional deployments with realistic supply, networking, and service expectations.
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
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
MI300X capacity is available through the same platform, with isolated VMs and bare metal provisioned without a sales process.
Explore MI300X