Save 30-50% On Your
AI Infrastructure Costs
with
Save 30-50% On Your
AI Infrastructure Costs
with
Let's Talk!
Reinventing AI Infrastructure for the Inference Era
Symphony SixtyFour: Cut AI Infrastructure Costs by 50%
I/ONX is transforming how enterprises deploy AI—eliminating inefficiency, reducing TCO by up to 50%, and delivering infrastructure purpose-built for inference and fine-tuning at scale.
By eliminating the infrastructure overhead of legacy designs, I/ONX debuts a scaled AI inference and fine-tuning stack that cuts power by up to 30kW per rack and reduces cost of rack-scale deployments by up to 70%.
Additionally, by supporting up to 64 accelerators on a single node, I/ONX eliminates the redundant Host Tax—the massive overhead in power, hardware, and licensing that negatively impacts ROI in enterprise AI.
Let's Talk!
Who We Are
Who We Are
I/ONX High Performance Compute (HPC) is the pioneer of heterogeneous AI infrastructure. Headquartered in Las Vegas, Nevada, I/ONX is redefining the AI lifecycle by eliminating the Host Tax of legacy architectures.
The I/ONX flagship Symphony SixtyFour platform consolidates up to 64 accelerators into a single node, reducing rack-scale TCO by 50% or more.
By dramatically lowering power consumption and maximizing hardware utilization, I/ONX enables enterprises to achieve production-scale AI with unprecedented efficiency and faster ROI.
The I/ONX Promise:
Up to
70%
Reduction
in Cost
Up to
50%
Reduction
in TCO
Only
1
Single
Host
Up to
30kW
Less Power
per Rack
Up to
90%
Reduction
in CPU
The I/ONX Promise
Up to
70%
Reduction
in Cost
Up to
50%
Reduction
in TCO
Up to
30kW
Less Power
per Rack
Up to
90%
Reduction
in CPU
Only
1
Single
Host
Up to
70%
Reduction
in Cost
Up to
50%
Reduction
in TCO
Only
1
Single
Host
Up to
30kW
Less Power
per Rack
Up to
90%
Reduction
in CPU
Supported Vendors
Our Breakthrough Symphony SixtyFour
A New Class of AI Infrastructure
The Symphony SixtyFour platform redefines AI infrastructure by collapsing multi-node clusters into a single high-density system supporting up to 64 accelerators.
Up to 50% reduction in total cost of ownership
Eliminates the Host Tax (30kW wasted overhead)
Up to 75% lower power consumption vs traditional clusters
Single-node architecture with zero-hop latency
Vendor-neutral, heterogeneous flexibility
I/ONX Shatters
the Host Tax
I/ONX Shatters the Host Tax
CAPEX Components
Server hardware (CPU, memory, storage, NICs)
Networking infrastructure share (switch ports, cabling)
Rack space and physical infrastructure allocation
Depreciation / refresh cycles
OPEX Components
Power consumption
Cooling and datacenter overhead
Software licensing (OS, schedulers, orchestration, monitoring)
Admin and operational labor
Maintenance contracts and support
Failure replacement and spare capacity buffers
← Scroll to see full comparison →
| Metric | Trad. H100 Cluster (8 Nodes) | NVIDIA GB200 NVL72 (1 Rack) | I/ONX Symphony Optimal Enterprise (Pure Inference 64) | The I/ONX Dividend |
|---|---|---|---|---|
| Accelerator Mix | 64x H100 (Homogeneous) | 72x Blackwell (Proprietary) | 64x Furiosa | Hardware Sovereignty |
| Accelerator CapEx | ~$2,048,000 ($32k/avg) | ~$3,000,000+ (Rack Total) | ~$640,000 | ~$1.1M – $2.5M+ Saved |
| Total Host CPUs | 16 – 36 (x86) | 36 (Grace ARM) | 2 (x86) | 87–94% CPU Reduction |
| CPU-to-GPU Ratio | 1 : 4 | 1 : 2 | 1 : 32 | "Host Tax" Eliminated |
| OS Instances | 8 | 18 | 1 | 94% OS Consolidation |
| Main Memory (RAM) | 8TB – 16TB (Fragmented) | ~17.2TB (Proprietary) | up to 6TB (Unified DDR5) | 2:1 RAM/VRAM for NPUs |
| Managed OpenShift | ~$240,000 / year | ~$540,000 / year | ~$30,000 / year | up to $510,000+ Annual Savings |
| RH AI Accel. Lic. | ~$70,720 ($1,105×64) | ~$79,560 ($1,105×72) | ~$70,720 ($1,105×64) | Simplified Compliance |
| Total Annual SW Tax | ~$310,720 | ~$619,560 | ~$100,720 | (4-8x savings) Up to $515k Saved / Year |
| (Head node) Support | ~6,400 Watts | ~14,400 Watts | ~800 Watts | 13.6kW Saved (Idle) |
| Total Peak Power | ~51,200 Watts | ~120,000 Watts+ | ~13,200 Watts | up to ~75% Power Reduction |
| Vendor Strategy | High Lock-in | Total Lock-in | Vendor Neutral | Zero Lock-in (Open PCIe) |
| Form Factor / Space | 42U – 48U (Full Rack) | 48U (Custom Rack) | 1 Node (42 D-W) | 75% Space Recovery |
| 3-Year TCO Saving | ~$3.5–3.8M (Baseline) | ~$5.8–6M (Negative ROI) | ~$1.2M | Symphony Pays for Itself |
← Scroll to see full comparison →
| Metric | Trad. H100 Cluster (8 Nodes) | NVIDIA GB200 NVL72 (1 Rack) | I/ONX Symphony Optimal Enterprise (Pure Inference 64) | The I/ONX Dividend |
|---|---|---|---|---|
| Accelerator Mix | 64x H100 (Homogeneous) | 72x Blackwell (Proprietary) | 64x Furiosa | Hardware Sovereignty |
| Accelerator CapEx | ~$2,048,000 ($32k/avg) | ~$3,000,000+ (Rack Total) | ~$640,000 | ~$1.1M – $2.5M+ Saved |
| Total Host CPUs | 16 – 36 (x86) | 36 (Grace ARM) | 2 (x86) | 87–94% CPU Reduction |
| CPU-to-GPU Ratio | 1 : 4 | 1 : 2 | 1 : 32 | "Host Tax" Eliminated |
| OS Instances | 8 | 18 | 1 | 94% OS Consolidation |
| Main Memory (RAM) | 8TB – 16TB (Fragmented) | ~17.2TB (Proprietary) | up to 6TB (Unified DDR5) | 2:1 RAM/VRAM for NPUs |
| Managed OpenShift | ~$240,000 / year | ~$540,000 / year | ~$30,000 / year | up to $510,000+ Annual Savings |
| RH AI Accel. Lic. | ~$70,720 ($1,105×64) | ~$79,560 ($1,105×72) | ~$70,720 ($1,105×64) | Simplified Compliance |
| Total Annual SW Tax | ~$310,720 | ~$619,560 | ~$100,720 | (4-8x savings) Up to $515k Saved / Year |
| (Head node) Support | ~6,400 Watts | ~14,400 Watts | ~800 Watts | 13.6kW Saved (Idle) |
| Total Peak Power | ~51,200 Watts | ~120,000 Watts+ | ~13,200 Watts | up to ~75% Power Reduction |
| Vendor Strategy | High Lock-in | Total Lock-in | Vendor Neutral | Zero Lock-in (Open PCIe) |
| Form Factor / Space | 42U – 48U (Full Rack) | 48U (Custom Rack) | 1 Node (42 D-W) | 75% Space Recovery |
| 3-Year TCO Saving | ~$3.5–3.8M (Baseline) | ~$5.8–6M (Negative ROI) | ~$1.2M | Symphony Pays for Itself |
Our Mission
Our Mission
Eliminate Waste. Unlock AI at Scale.
Our mission is to eliminate the inefficiencies embedded in legacy AI infrastructure and enable organizations to achieve the true economics of AI. We believe inference is the core of production AI—and infrastructure should be designed accordingly.
The Problem We Solve
Is Your AI Infrastructure Built for the Wrong Workload?
90% of enterprise AI workloads are inference
Most infrastructure is still built for training
Legacy systems create massive overhead in power, hardware, and software
Enterprises face rising CapEx, OpEx, and operational complexity
The I/ONX Promise: Massively lower costs, CPU overhead, and power and software spends.
I/ONX Shatters the Host Tax
CAPEX Components (upfront/amortized)
Server hardware (CPU, memory, storage, NICs)
Networking infrastructure share (switch ports, cabling)
Rack space and physical infrastructure allocation
Depreciation / refresh cycles
OPEX Components (ongoing)
Power consumption
Cooling and datacenter overhead
Software licensing (OS, schedulers, orchestration, monitoring)
Admin and operational labor
Maintenance contracts and support
Failure replacement and spare capacity buffers
How could I/ONX revolutionize your industry?
How could I/ONX revolutionize your industry?
Discover how I/ONX's AI compute solutions enhance efficiency and drive business growth with smarter, faster processes.
IT/Cloud
Oil & Gas
Science
Healthcare
Financial
Goverment
Manufacturing
Education
Legal
Ready to Rethink Your AI Infrastructure?
Let's Talk!
Reinventing AI Infrastructure for the Inference Era
Symphony SixtyFour: Cut AI Infrastructure Costs by 50%
I/ONX is transforming how enterprises deploy AI—eliminating inefficiency, reducing TCO by up to 50%, and delivering infrastructure purpose-built for inference and fine-tuning at scale.
By eliminating the infrastructure overhead of legacy designs, I/ONX debuts a scaled AI inference and fine-tuning stack that cuts power by up to 30kW per rack and reduces cost of rack-scale deployments by up to 70%.
Additionally, by supporting up to 64 accelerators on a single node, I/ONX eliminates the redundant Host Tax—the massive overhead in power, hardware, and licensing that negatively impacts ROI in enterprise AI.
Let's Talk!
Our Breakthrough: Symphony SixtyFour
A New Class of AI Infrastructure
Overview:
The Symphony SixtyFour platform redefines AI infrastructure by collapsing multi-node clusters into a single high-density system supporting up to 64 accelerators.
Key Highlights:
Up to 50% reduction in total cost of ownership
Eliminates the “Host Tax” (30kW wasted overhead)
Up to 75% lower power consumption vs traditional clusters
Single-node architecture with zero-hop latency
Vendor-neutral, heterogeneous flexibility
Ready to Rethink Your AI Infrastructure?
Let's Talk!
Save 30-50% On Your
AI Infrastructure Costs
with
Let's Talk!