Independent AI & 3D build studio · fixed prices · code you own
I build working AI systems and 3D web. Usually in a week.
Independent studio. Fixed prices, fixed scope, source code you own. No discovery phase, no account manager, no six-week timeline for a prototype. Large-language-model routing, prompt and retrieval architecture, and interactive three.js — built by someone who runs LLMs in production on hardware you could buy tomorrow.
Prices are real · pay on this page or email first
Three fixed-price engagements.
AI spend audit
Most teams running LLMs in production pay several times what the workload requires, because everything routes to a frontier model whether it needs one or not.
- Full review of model selection and routing
- Prompt and retrieval architecture teardown
- Per-workload recommendations with the cost math
- Written report and implementation roadmap
Prototype in a week
One core flow of your AI product, working and deployed, seven calendar days from kickoff. You keep the source.
- Live deployed URL
- Documented source in your repository
- One revision round inside the window
- 50% to start, balance on delivery
Interactive 3D
Product configurators, 3D landing pages, walkthroughs, data visualisation. Built in three.js, tuned to run on a phone.
- Asset pipeline and scene optimisation
- Mobile performance as a requirement, not a hope
- Rescue work on existing scenes from $600
- White-label available for studios
Measured, not claimed.
Who you'd be working with. I run a small independent research operation focused on efficient inference and agent architecture — routing systems, memory substrates, and getting useful work out of language models small enough to run on hardware you already own.
That research is why the audit works. I'm not reselling anyone's framework or adding a wrapper to your stack. I spend my own time on the question of how to do more with less compute, and the audit is that question pointed at your bill.
Everything ships. The link above is live software, not a case study. Not running AI yet? Start with the $300 AI readiness assessment instead.
Tell me what's slow, expensive, or broken.
One email. If it's not something I can help with, I'll say so in the reply and point you somewhere better.
Fixed price on everything. 50% deposit above $1,000. Payment via Stripe — card details never touch this server.
Available for subcontract and white-label work.
Frequently asked.
What does the $1,500 AI spend audit cover?
A full review of your LLM usage: which models each workload routes to, prompt and retrieval architecture, caching and batching opportunities, and per-workload recommendations with the cost math shown. You get a written report and an implementation roadmap in 3–5 days. If it doesn't identify at least 30% in savings, you don't pay.
How is the 30% guarantee verified?
The report quantifies each recommendation against your current bill — model substitutions, routing changes, token reductions, caching — each with projected monthly savings. If the identified total is under 30% of your current spend, the fee is refunded in full.
What exactly does the seven-day prototype include?
One core flow, working and deployed at a live URL within seven calendar days of kickoff, documented source in your repository, and one revision round inside the window. 50% to start, balance on delivery — and if the date slips, the balance is waived.
Who owns the code?
You do. Everything delivered is committed to your repository with documentation. No licensing, no lock-in, no dependency on this studio to keep it running.
Can agencies white-label the 3D work?
Yes — configurators, 3D landing pages and walkthroughs delivered as subcontract work under your agency's name. Rescue work on existing three.js scenes starts at $600.
How does payment work?
Fixed price on everything, by card through Stripe. The audit is $1,500 up front (refunded under the guarantee). Projects over $1,000 take a 50% deposit with the balance on delivery. Pay on this page, or email first to scope the work — either is fine.
We're not running AI yet — is this for us?
Start with the AI readiness assessment instead: $300 flat fee, an honest verdict on where AI would and wouldn't help your business, and a free 15-minute fit call you can book online.