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GPU Infrastructure Advisory

The right GPU infrastructure,
matched to your workload.

Flowstate Compute connects companies running GPU-intensive work, including model training and inference, rendering, scientific computing, and simulation, with the infrastructure providers that fit their needs and budget. We do the comparison work so you don't have to.

Why Flowstate

GPU compute is fragmented.
We make it simple.

The provider landscape has exploded. Dozens of credible options at every price point, with different strengths, availability windows, and pricing structures. Most teams running GPU-intensive workloads, whether AI, rendering, or research, don't have time to evaluate them properly.

Multi-provider access

We work across every tier, from enterprise GPU clouds to cost-optimized marketplaces to decentralized networks. One conversation covers the whole landscape.

Real cost optimization

We compare total cost of ownership, not just headline GPU rates. Storage, egress, reliability, and contract flexibility all factor into the recommendation we bring back.

No conflict of interest

We're paid by providers on the spend we refer. We have no incentive to push one over another, only to make the right match for your workload and budget.

How it works

From conversation to infrastructure in days.

No RFP process. No procurement overhead. A focused conversation about your workload and a recommendation you can act on immediately.

01. ASSESS

Tell us what you're running

We learn your workload type, current provider, monthly spend, reliability requirements, and what's frustrating you about your current setup.

02. MATCH

We find the right fit

We compare your requirements across our provider network and come back with a shortlist and total cost of ownership comparison within 24 hours.

03. PLACE

We handle the introduction

We make the introduction, support your onboarding, and stay available as your infrastructure needs evolve. Free to you throughout.

Who we work with

If it runs on GPUs, we can help you place it.

GPU compute isn't just an AI story anymore. We work with teams across a range of industries.

AI & ML

Training, fine-tuning, production inference, and agentic AI systems, including agent infrastructure startups.

Media

VFX, animation, generative content, and cloud gaming.

Science

Genomics, drug discovery, and physics or climate simulation.

Finance

Risk modeling, backtesting, and ML-driven trading research.

Engineering

CAD simulation, seismic processing, and autonomous systems testing.

Healthcare

Imaging reconstruction and analysis, including HIPAA-compliant environments.

Not sure if your workload fits? If it needs a GPU, it's worth a conversation.

Spending real money on GPU compute?

Most companies we talk to are overpaying for GPU compute, whatever they're running it for. A 20-minute conversation is usually enough to find out if there's a better option for your workload.

Start the conversation