Peter Lee

Non-Engineer Talks Infra

I'm Peter Lee — a non-engineer working in infrastructure for 10+ years. Thousands of conversations with engineers and tech leaders.
That's my edge: I take the complex economics of AI and cloud infrastructure and make them simple.

Video

GPU Procurement

Need Dedicated GPU capacity?

I source and lease GPUs for AI teams. Tell me what you're building.

Your cloud and GPU bills have money hiding in them. I find it.

A fixed-fee audit of your cloud spending, infrastructure, and contracts. I review what you’re paying for and identify opportunities to save. You get a written action plan with estimated savings and clear next steps for each recommendation—ranked by savings versus effort. I then walk you through the findings, answer your questions, and help you decide what to prioritize.My experience selling cloud and GPU infrastructure gives me firsthand insight into pricing, contract terms, and the trade-offs behind a lower bill.If I can’t identify annual savings worth at least 4x my fee, you get a full refund.

WHO THIS IS FOR

SaaS companies, AI teams, and MSPs spending $20k+/month USD on their own cloud or GPU infrastructure

$2,500 USD Fixed

If I can't find 4x that in annual savings, you get a full refund

WHAT YOU GET

  • Cloud & GPU spending breakdown: See where your money goes across providers such as AWS, Azure, GCP, and neoclouds.

  • Potential capacity savings: Flag underused resources and unused commitments

  • Market-rate benchmark: Compare your current rates with comparable provider offerings

  • Infrastructure options comparison: Evaluate on-premises, public cloud, and hosted private cloud where relevant—including costs, migration effort, and management responsibilities.

  • Written Savings Report: Get actionable recommendations ranked by savings vs effort

  • 30-minute findings walkthrough: Review your action plan, get answers to your questions, and decide what to prioritize.

  • 30-day check-in: Review your progress, discuss roadblocks, and clarify next steps.

I've spent my career in rooms where these decisions get made - the renewal negotiations, the migration debates, the "why did our bill just double' meetings.

Tell me about your cloud and GPU bill

© 2026 Peter SY Lee