AI Infrastructure
Cut your AI bill without leaking your data.
We move your AI workloads to cheaper models that pass your own quality tests, routed only through paid providers that don't train on your data — with a Canadian-hosted option. The savings pay for the work.
Example, not a client result
$30,000 a month becomes $18,000 at a 40% reduction.
About $144,000 a year stays with you. The fee comes out of the bill it shrinks — a fixed price, or a share of verified savings.
40x+
Price gap per token between capable open models and frontier models at 2026 list prices.
2 weeks
From kickoff to a savings plan tested on your own prompts.
0
Free tiers or data-training providers in your data path.
How it works
Savings you can check against your own prompts.
01 Audit
2 weeksWe map your AI spend by feature and model, re-run your real prompts on cheaper models and score them side by side, and show you where your data goes today. The audit fee is credited in full if you go ahead.
02 Optimize
4–6 weeksWe ship the savings into your stack: model routing, prompt caching, batch pricing, and right-sized models, each change gated by quality tests built from your own prompts.
03 Keep it cheap
MonthlyNew models ship every month. We re-test and move you when something cheaper passes your bar, and flag spend drift before it hits your invoice.
04 Go private
When you're readyFor data that can't leave Canada, we run dedicated open models on Canadian infrastructure behind a private endpoint.
Services
Three ways we help.
Pricing
The work pays for itself.
Fixed fee
A fixed project price agreed after the audit. You keep all of the savings.
Pay from savings
A share of verified savings for 12 months, measured against a baseline we lock in before we start. No savings, no fee.
How we handle your data
No free tiers. Ever.
No free tiers
We never route your prompts through free model tiers, which often keep or train on what you send.
Your accounts, your keys
You keep your own provider accounts and data agreements. We run the routing; we don't resell tokens.
Every request accounted for
Each provider in your path is documented with its retention and training terms before anything goes live.
Canadian hosting available
For regulated or sensitive data, dedicated models that never leave Canada.
FAQ
Questions teams ask first.
Will cheaper models hurt quality?
Only if we let them. We build tests from your real prompts and only move a workload when the cheaper model passes. Anything that doesn't pass stays where it is.
Which AI providers do you use?
Paid, contracted providers — major AI labs and established open-model hosts — chosen per workload for price, quality, and data terms. Never free tiers.
Do you resell AI tokens?
No. You keep your own provider accounts and pay providers directly. We charge for the audit, the implementation, and ongoing management.
How do you measure savings?
We lock a baseline from your provider invoices before we start and measure against today's list prices, so general price drops aren't counted as our savings.
Who is this for?
Teams spending roughly $10,000 or more a month on AI APIs see the biggest wins. Spending less? Book a call anyway and we'll point you to the quick fixes.
Can our data stay in Canada?
Yes. Our Private AI Hosting service runs dedicated open models on Canadian infrastructure, so your prompts never leave the country or train anyone's models.