The strategic path to scalable AI infrastructure.

Gigapath.ai advises AI compute providers on the data center, network, and vendor decisions that determine whether GPU capacity comes online on time, on budget, and ready to scale.

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The AI compute market is being built at

Capacity commitments are made years ahead of demand, power is the scarcest resource on the map, and a single vendor or fabric decision can define your unit economics for a decade. Gigapath.ai exists to help operators make those decisions with clarity — combining deep data center, networking, and supply-chain fluency into advisory that stays independent, technical, and accountable to your growth plan.

We are not resellers and we are not tied to a vendor. Our only mandate is the infrastructure strategy that gets your compute to market — and keeps it competitive.

Services

What we advise on

Three mandates that cover the decisions defining a compute business — from raw power to production scale.

Strategic Infrastructure Advisory

We advise AI compute providers on their data center and network infrastructure needs, from capacity strategy and site evaluation to the fabric architecture that carries every training and inference workload.

Capacity and power strategy for dense GPU deployments, including cooling and thermal roadmaps.
Site and colocation evaluation covering power availability, expansion runway, latency, and speed to online.
Network fabric architecture for GPU-to-GPU traffic across InfiniBand and RoCE or Ethernet, sized for scale.
Growth plans that keep today’s deployments aligned with where the footprint is heading.

Vendor Selection & Partnership

We conduct meticulous vendor selection to secure lasting partnerships, so the relationships you build today still serve you at ten times the scale.

Structured RFP design and objective evaluation across compute, networking, power, and cooling.
OEM and ODM assessment on performance, roadmap alignment, lead time, and total cost of ownership.
Commercial and SLA negotiation support that protects supply continuity and pricing.
Partnership strategy that avoids dependence on any single vendor and builds durable supply relationships.

Infrastructure Planning & Optimization

We develop comprehensive infrastructure planning strategies that enhance operational efficiency, turning capital plans into deployment sequences your team can execute.

Capacity and capital planning tied to demand forecasts and financing milestones.
Deployment sequencing and operational-readiness playbooks that compress the time to revenue.
Efficiency benchmarking across PUE, power density, and GPU utilization.
Scaling frameworks that make each new site faster and cheaper to bring online than the last.

Approach

A disciplined engagement model that moves from insight to execution.

Four moves — and we stay engaged through the last one, not just the pitch.

Assess

We map your current footprint, growth targets, and constraints, then pressure-test the assumptions behind them.
Architect

We design the infrastructure and network strategy to hit those targets, with clear trade-offs surfaced at every decision point.
Select

We run vendor evaluation and negotiation against objective criteria, aligning partners to your roadmap rather than the other way around.
Scale

We translate the plan into sequenced, executable deployments and stay engaged through operational readiness.

Who We Serve

Built for the operators building AI infrastructure

AI cloud and GPU providers scaling AI training and inference capacity.

Emerging AI infrastructure operators standing up their first footprint at scale.

Colocation and data center operators repositioning for dense AI workloads.

Investors and operators who need independent infrastructure diligence.

Why Gigapath.ai

Advisory that answers only to your roadmap

Independent by design

We sell advice, not hardware. Your interests are the only ones on the table.

Built for AI infrastructure

Data center, network, and supply-chain expertise focused on the realities of dense GPU compute.

Senior engagement

You work directly with the people making the recommendations, with no handoff to a junior bench.

Accountable to outcomes

Every recommendation ties back to capacity online, cost per unit, and time to market.

About

Charting the clearest path

Gigapath.ai is an infrastructure advisory group serving the AI compute era. We help operators navigate the decisions that define a compute business: where to build, what to buy, whom to partner with, and how to scale — with strategy grounded in hands-on data center, networking, and procurement experience. Our name reflects our focus: charting the clearest path from raw power and hardware to AI compute that is ready for production, at scale.

Get Started

Ready to build the path to scale?

Whether you are evaluating your first data center or planning your next gigawatt, we will help you make the infrastructure decisions that hold up over time.

Prefer email? Reach us at info@gigapath.ai