Strategic finance and compute procurement advisory for AI-native, fintech, and growth companies

Get the market view — and access to the compute you need. Understand your COGS and sharpen capital allocation. Build your balance sheet and capital event readiness.

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Strategic finance, capital structure and operating expertise for fast-growing companies in:

1

AI Infrastructure

2

Agentic Platforms

3

Vertical AI & Services

4

Fintech & Trading Platforms

Two ways we work with you

Strategic Finance & CFO Advisory

  • Calibrate outcome pricing and unit economics against token-level COGS for agentic companies
  • Inform capital allocation for GTM, growth and deployment — including S&M organization and FDE build-outs
  • Eliminate board communication bottlenecks, drive budgeting, and cash flow management
  • Implement automations and AI-native finance systems
See Strategic Finance →

Compute Procurement Advisory

  • Sizing your requirement — SLOs, workload profile, and the demand you're committing against
  • A clear read on the market — GPU cluster supply, contract forms from serverless and provisioned throughput to reserved bare metal, and tenor — refreshed monthly
  • Structuring commitments across dedicated, reserved, and bare-metal capacity — optimizing throughput per dollar (tokens/sec/$) and compute COGS
See Compute Procurement →

If you build on inference

Agentic platformsVertical AI
Buying tokens and APIs

What's happening

  • Usage is compounding faster than prices fall
  • Cost per successful task — not price per token — moves gross margin

How we help

We plan the cost of inference — model APIs, routing, caching and sandbox — help you understand your COGS and operating levers, and support you to accelerate profitability.

Strategic Finance →

If you buy compute directly

Inference platformsAI labsPhysical AI
Contracting GPU/CPU capacity directly — rented, reserved, leased, or owned

What's happening

  • Unit prices keep falling — gross margin comes from the cost engineered out beneath them
  • The levers: serving efficiency, utilization, commitment structure

How we help

We optimize the structure of your compute — so you neither pay for idle capacity nor run short when you need to burst.

Compute Procurement →

Designed for

AI-native founding teams

Who need bench strength to secure access to compute, understand their unit economics and COGS levers, or build the finance systems that hyperscale growth requires.

Inference platforms, AI labs & physical AI

Who are making compute commitments that shape COGS and the balance sheet — and want to optimize committed versus on-demand structure, enable growth, and minimize serving risk.

Fintech & trading platforms

With B2B infrastructure, payments, or lending models scaling a balance sheet — or trading and investment-research platforms securing access to GPU clusters.

High-growth companies

Who want targeted support across capital structure and capital event readiness, compute procurement, or FP&A.

Let's talk.

A 15-minute conversation about your company’s situation and potential needs. No pitch deck, no sales process.

Book a call