AI Infrastructure
AI Procurement

AI Infrastructure.
From megawatts to models.

The AI economy’s real bottleneck isn’t chips — it’s the megawatts, cooling, and rack space to run them. We source infrastructure, procure hardware, and deliver custom AI solutions for institutions. The same discipline as our mining practice, applied to the sector eating its lunch.

Flagship Offering · 01

Data Center Procurement

Every serious AI operator is discovering the same thing: GPUs are the second-hardest thing to source. The first is the power, cooling, and floor space to run them. We source, acquire, and reposition data center capacity — from distressed mining facilities to greenfield builds — for institutions that need compute on the ground, not on a waitlist.

Power procurement

Grid capacity, PPAs, behind-the-meter, and alternative energy sourcing.

Site sourcing & acquisition

Existing data centers, distressed mining assets, and greenfield opportunities.

Mining-to-AI conversion

Repositioning ASIC facilities for GPU density, cooling, and networking.

Due diligence & terms

Financial modeling, technical audit, hosting and off-take negotiation.

Delivery Capabilities

End-to-end AI Infrastructure

Hardware

Compute at institutional scale. GPU sourcing and rack build-out through manufacturer and authorized partner channels, with availability and lead times confirmed for each order.
  • NVIDIA H100, H200, B200, GB200
  • AMD Instinct MI300X and MI325X
  • InfiniBand and NVLink fabric
  • Networking and storage build-out

Models listed are examples. Availability, pricing, and lead times vary by market and are confirmed at quotation.

Software

The stack that runs on it. Reference architectures and deployed platforms for training, fine-tuning, and serving models in secure environments.
  • Training and fine-tuning pipelines
  • Model serving and inference gateways
  • Vector databases and RAG systems
  • MLOps orchestration and evaluation

Applications

Custom AI, built for your workflow. Purpose-built agents and interfaces for institutions where a generic chatbot won’t do — and where data can’t leave the perimeter.
  • Trading and market intelligence agents
  • Compliance, KYC, and AML automation
  • Research and portfolio analysis tools
  • Client-facing conversational interfaces

Support

Ongoing, not one-and-done. Strategy through implementation through operation. AI infrastructure is not a project — it’s a program that needs someone accountable.
  • Build vs. buy vs. host advisory
  • Integration and deployment
  • Model tuning and evaluation
  • 24/7 infrastructure operations
Clients

Who we work with

Bitcoin miners repositioning facilities for AI compute
Infrastructure funds and REITs entering AI data center capacity
Funds building proprietary AI research and trading intelligence
Enterprises deploying AI inside regulated environments
Family offices with data-heavy portfolios and research desks
Energy producers monetizing stranded or curtailed power
Why Us

Full Service Consultancy Start to Finish.
Leverage deep market connections to your advantage

Sourcing chips and negotiating hosting terms

Running financial diligence on compute — GPUs are the same game with different silicon. Hosting rates depend on market, contract length, and load profile. Power below $0.05/kWh may be available in select markets, but it is not guaranteed and is subject to site-specific terms.

Real deal flow, not lists

Established relationships across data center operators, energy producers, and manufacturers. Off-market opportunities before they reach brokers.

No vendor lock-in

Model-agnostic, cloud-agnostic, site-agnostic. Whether you deploy on-prem, in co-location, or hybrid, the architecture is yours to own.

Financial services fluency

We come from regulated finance. Compliance, audit trails, and data residency are baseline requirements, not afterthoughts.

Need capacity, hardware, or a program to run it all?

Start with a 30-minute call. We’ll tell you what’s achievable at your budget, what’s not, and what it costs — before you commit a dollar of infrastructure spend.