AI Lab Audit

Turn a messy local GPU lab into a monetizable, reliable AI stack in 24 hours.

Buy automated audit — $49 View sample report
94/100
Our own fleet's live readiness score — inspect the evidence

The Problem You're Living

GPU utilization is a guess
You don't know if your V100 is earning its keep or just warming the rack.
Ollama lanes are fragile
Models OOM, lanes cross-contaminate, VRAM leaks silently until the batch job dies.
No monetization path
You've got the hardware. You've got the skills. But no packaging, no billing, no customers.
Compliance is a black box
Data residency, model licensing, audit trails — you're flying blind.

The Journey: From Chaos to Compound

01
Prove
Automated audit reveals exactly what's running, what's healthy, what's leaking money.
02
Harden
GPU isolation, Ollama lanes, monitoring, alerts — the boring infrastructure that makes revenue possible.
03
Automate
Workflows, agents, nightly factories — repeatable systems that run while you sleep.
04
Compound
API metering, batch jobs, managed retainers — turn reliable infrastructure into recurring revenue.

What You Get

Revenue Readiness Score
See where your lab is ready to make money and where it isn't — weighted across reliability, security, operability, cost efficiency.
Live System Audit
GPU truth, Ollama lane health, disk pressure, service uptime, auth exposure — measured, not guessed.
Monetization Plays
Curated actions matched to YOUR stack: API metering, batch image APIs, workflow templates, managed retainers.
Ready-to-Sell Deliverables
Markdown + HTML report and structured score JSON you can hand to a client tomorrow.
🔒 Secure checkout via Stripe 📦 Instant delivery — HTML report + JSON 🛡️ Private-first — your data never leaves your lab 🤝 Human support included ✅ 14-day refund if not actionable

Pricing

Automated
$49
Report + score + HTML deliverable
MOST POPULAR
Hands-on Audit
$297
We fix gaps, tune routing, ship monetization-ready setup
Done-with-you
$997
Full buildout, docs, billing + gateway setup

Sample report preview

Open sample HTML report
"The audit caught 3 GPU memory leaks I'd been chasing for months. The monetization plays section gave me two products I could launch that week. Paid for itself in 4 days."
— Solo AI operator, 2× V100 + 1× A100