576GB of NVIDIA Blackwell VRAM. 100Gbps fabric. Physical isolation. Managed by infrastructure veterans who've built trading systems for Wall Street.
The Problem
AWS charges $25,000-40,000/month for 4 high-VRAM GPUs. CoreWeave and Lambda aren't much better. You're paying enterprise rates for a time-share.
Multi-tenant by design. Your workloads run on the same hardware as everyone else's. "Isolation" is a software promise, not a physical guarantee.
Blackwell GPUs are backordered across all major clouds. 2-6 week lead times for dedicated instances. You're waiting while competitors are computing.
Rent from a marketplace and hope the host doesn't go offline mid-training. Hope the interconnect isn't a shared residential link. Hope your data is actually isolated.
Infrastructure
Every GPU is latest-generation Blackwell. Every link is direct fiber or DAC. Every workload is physically isolated.
| Node | GPU | VRAM | CPU | RAM | Interconnect |
|---|---|---|---|---|---|
| Compute A | 2x RTX PRO 6000 Blackwell | 192 GB | Threadripper PRO 9985WX (64C) | 252 GB DDR5 | 100Gbps fiber |
| Compute B | 2x RTX PRO 6000 Blackwell | 192 GB | Threadripper PRO 7965WX (24C) | 126 GB DDR5 | 100Gbps fiber |
| Inference 1 | NVIDIA GB10 Blackwell | 96 GB | NVIDIA Grace (128C ARM) | 128 GB unified | 200Gbps DAC |
| Inference 2 | NVIDIA GB10 Blackwell | 96 GB | NVIDIA Grace (128C ARM) | 128 GB unified | 200Gbps DAC |
Why Us
We fill the gap between marketplace gambling and cloud overpaying.
30+ popular models on disk and ready in seconds. Qwen3, DeepSeek, Llama 4, Flux, SDXL — no waiting for a 50GB download over the host's connection. Request any HuggingFace model and it's staged by your next session.
Distributed training and multi-node inference at datacenter-grade interconnect speeds. Most marketplace hosts share a 1Gbps residential link. We run 100Gbps direct fiber between every compute node.
Not VLANs. Not containers. Separate switches, separate NICs, separate internet paths. No cable connects your workload to anything else. An actual air gap, not a software promise.
Your workload is the only thing running. No noisy neighbors fighting for memory bandwidth. No shared NICs. No container breakouts. The GPU is yours for your session.
Your point of contact built the cluster from bare metal. When something breaks, a person who knows every cable, every NIC, every GPU fixes it — not a Level 1 tech reading a runbook.
Electric included. No bandwidth fees. No egress charges. No surprise invoices. The price you see is the price you pay.
Comparison
Same or better hardware. A fraction of the price. Actually available.
| Feature | AWS p5 | CoreWeave | Vast.ai | ARI Lab |
|---|---|---|---|---|
| GPU Generation | Hopper | Hopper | Mixed | Blackwell |
| VRAM / Card | 80-96 GB | 80 GB | 24-80 GB typical | 96 GB |
| Interconnect | 400 Gbps EFA | InfiniBand | 1-10 Gbps | 100 Gbps |
| Tenancy | Shared | Shared | Shared | Dedicated |
| Pre-loaded Models | No | No | No | 30+ models |
| Support | Ticket queue | None | Human on-call | |
| 4-GPU Monthly Cost | $25,000+ | $15,000+ | $2,400+ | From $2,400 |
| Availability | Waitlist | Limited | Varies | Immediate |
Pricing
Start with a free test session. Scale when you're ready. Electric, bandwidth, and monitoring included in every tier.
Self-service SSH access. You bring the workload, we provide the hardware.
We deploy, optimize, and monitor. You focus on results.
Full cluster or custom nodes. Your infrastructure, our hands.
Model Library
Skip the download queue. The most popular open-source models are on disk and ready to go. Need something else? Request any HuggingFace model — staged by your next session.
Security
We run healthcare data on this same facility. Your workloads inherit that security posture automatically.
Separate switches, separate NICs, separate WAN paths. No cable connects client compute to any other network.
TSME (Transparent Secure Memory Encryption) enabled on all x86 compute nodes. Data encrypted in DRAM at the hardware level.
UEFI Secure Boot + kernel lockdown (integrity and confidentiality mode) on every node. Verified boot chain.
SSH key-only authentication. Dedicated user per client. Containerized workloads with GPU passthrough. No shared accounts.
All client data wiped and verified at contract termination. No data persistence between clients. Certified deletion on request.
Principal held high-risk federal security clearance for 10 years (VA). Security isn't a feature — it's how we operate.
Who's Managing Your Infrastructure
I've built and maintained real-time trading execution systems for global markets at BNP Paribas, Susquehanna (SIG), and Merrill Lynch. I know what happens when infrastructure goes down during a live session — because I've been the person who made sure it didn't.
I've managed production databases at scale — multi-terabyte, 24/7, zero-tolerance-for-downtime environments across Wall Street and Fortune 500. I've held high-risk federal security clearance for a decade. I founded and ran a 200-employee, $9M/year home healthcare company. For 25 years I've consulted across finance, federal, healthcare, and Fortune 500 — every engagement a different stack, a different set of constraints, a different definition of "can't go down."
I built this cluster from bare metal. I know every cable, every NIC, every GPU, every firewall rule. When something breaks at 2am, I fix it — not a Level 1 support tech reading a runbook.
Michael Friedberg
Principal — NEC Consulting LLC
NEC Consulting LLC
First session free for qualified workloads. Production in 48 hours from agreement. Currently accepting 3-5 dedicated clients.
NEC Consulting LLC — NEC Consulting LLC