Expert GPU Broker & Data-Centre Infrastructure Consultant
GPUNexus provides specialized GPU brokerage, strategic procurement advisory, and global data-centre site selection. Whether you need a private local AI workstation on a desk, bulk enterprise H100/B200 allocations, or a 50+ MW liquid-cooled AI facility, we guide your business with transparent, vendor-neutral execution.
Local AI Workstations (120V)
Air-gapped NVIDIA DGX Spark and custom RTX PRO boxes running frontier open models locally on hardware you own with zero third-party cloud data leakage.
View Local Hardware OptionsBulk Chip Sourcing & Allocation
Global procurement for H100 SXM5, H200, B200, GB200, and RTX 6000 Ada chips. Verified serial audits, escrow agreements, and secondary market liquidity.
Direct Network · OEM · Neocloud ReserveData-Centre Brokerage (1–50+ MW)
Securing high-density AI rack power, liquid-to-chip direct cooling, immersion infrastructure, and carrier-neutral powered-shell colocation worldwide.
Inquire About MW CapacityStrategic GPU Procurement & Infrastructure Advisory
Navigating fragmented GPU markets, erratic lead times, and complex data center power constraints with experienced, vendor-neutral representation.
Strategic GPU Procurement Planning
Aligning procurement timelines and hardware roadmaps with your specific AI workload parameters, budget envelopes, and capital expenditure targets.
- Develop customized procurement strategies aligned with real AI token requirements
- Market timing analysis to exploit secondary price dips and allocation windows
- OEM vs. Neocloud vs. Secondary market reliability and supplier security audits
- Lifecycle planning: forecasting migration paths from Hopper H100/H200 to Blackwell B200/GB200
Customized Bulk Sourcing Solutions
Leveraging established private distributor networks and secondary market relationships to locate hard-to-find chips, bulk orders, and specialized configurations.
- Direct sourcing for NVIDIA H100 (SXM5 & PCIe), H200, B200, GB200 NVL72, and A100 80GB
- Access to off-market inventory and enterprise secondary liquidity with serial verification
- Workstation-class and enterprise PCIe GPUs (RTX 6000 Ada, L40S) for immediate deployment
- Pre-validated cluster bundles complete with ConnectX-7 NICs and Quantum-2 InfiniBand switches
Supplier Selection & Contract Negotiation
Independent evaluation of suppliers, manufacturers, and cloud aggregators to structure favorable agreements and eliminate unearned distributor margins.
- Rigorous vetting of distributors on delivery guarantees, RMA policies, and warranty support
- Contractual terms negotiation to secure competitive pricing and favorable payment milestones
- Escrow and hardware validation protocols to protect capital before final fund release
- Transparent fee structures with zero kickbacks steering the hardware recommendation
Technical Guidance & Cluster Sizing
Navigating complex specifications, thermal requirements, and networking topologies so your team avoids catastrophic architecture bottlenecks.
- InfiniBand vs. RoCE v2 networking design for lossless distributed model training and inference
- Memory bandwidth and KV-cache sizing across NVFP4, FP8, and BF16 execution engines
- Cluster topology audits: fat-tree vs. rail-optimized interconnects for low-latency all-reduce
- Power and thermal envelope validation before commit: air-cooled vs. liquid direct-to-chip
Supply Chain Risk Management & Compliance
Protecting your procurement against supply-chain counterfeit risks, gray-market transshipment, regulatory export restrictions, and logistics delays.
- Hardware serial verification and physical burn-in testing prior to deployment sign-off
- ITAR, EAR, and international export regulation compliance verification
- Secure custody logistics and insured delivery to your data center loading dock
- Contractual SLA enforcement and replacement guarantees for defective nodes
Data-Centre Brokerage & Site Selection
End-to-end brokerage of data-center capacity, power allocation, and turnkey colocation space for compute-dense generative AI clusters.
- Securing high-density capacity from 1 MW to 50+ MW in Tier-1 and regional global markets
- Support for high-density power (40kW to 100kW+ per rack) and liquid-to-chip/immersion cooling
- Carrier-neutral facilities with dark fiber density, redundant feeds, and diverse substations
- Vendor-neutral advisory across powered-shell, colocation, and customized build-to-suit agreements
GPU Bare Metal & Sourcing Index
Indicative price ranges and availability indexes across high-demand compute nodes. We assist enterprise buyers in benchmarking reserved vs. secondary buyouts.
| GPU Model | Neocloud On-Demand Ref | 1-Yr Reserved Est. | Availability Window | Market Trend |
|---|---|---|---|---|
| NVIDIA A100 80GB SXM4 | Contact for pricing | Contact for pricing | Immediate Allocation | Stable · High Secondary Liquidity |
| NVIDIA H100 80GB SXM5 | Contact for pricing | Contact for pricing | Verified Pods Available | Tightening · Strong Enterprise Demand |
| NVIDIA H200 141GB SXM5 | Contact for pricing | Contact for pricing | High Demand · Tier-1 Leads | Active Allocation Pipeline |
| NVIDIA B200 180GB / GB200 | Contact for pricing | Contact for pricing | Forward Allocation Queue | Hyperscale & Frontier Sourcing |
Engage Our GPU Brokerage Team
Submit your procurement specs, required chip counts, and target deployment schedule. An experienced infrastructure operator reviews every inquiry directly.
- Sourcing Coverage
- Global · OEM & Secondary
- Data-Centre Scope
- 1 MW to 50+ MW
- Target Hardware
- H100 / H200 / B200 / GB200 / RTX
- Escrow Protection
- Standard Validation Protocols
- Direct Contact
- [email protected]
[GPU Procurement] or [Data-Centre Site Selection].GPU Sourcing & Brokerage Intake
Fast, direct evaluation. No middleman spam.