"The bill doubled and nobody can point at what caused it."
One line item, no story to tell.
When the model bill outgrows the business
You're paying frontier prices for work that doesn't need them.
Tell me your stack and your spend. I'll ask a few questions and connect you with the solutions and people who can bring it down.
Sound familiar?
"Our gross margin looks like infrastructure, not software."
Every board deck starts with an apology.
"Cheaper models exist. Nobody has time to prove which ones hold up."
So we keep paying for the expensive one.
"Every efficiency win gets eaten by usage growth."
Flat is the best month we've had.
Tell me your stack and spend and I'll find what can bring it down.
- Routers that send each call to the cheapest model that holds quality.
- Smaller models trained on your own traffic.
- Per-job pricing for the background work.
- Software or a specialist, whichever your workload needs.
Not another cost audit. Not a quarter of benchmarking.
How it works
Skip the search. I've already done it.
Enter your details.
Name, email, phone. Then a text to me opens, already written. Send it and I'll ask what you're spending and what's driving it. Two minutes and you're done.
I've done the comparison for you.
I've already mapped who does routing, caching, smaller trained models and per-job pricing in this space, and talked to the people building it. I pick the one that suits your workload. No benchmarking marathon, no wrong-fit demos.
I introduce you and set it up.
You say yes and I make the intro. I set up a walkthrough so you can see the numbers against your own traffic, not a generic demo.
I know the teams who can help you bring your inference bill down.
A bill that grows slower than your revenue.
Say what you're spending and I'll know where the savings are.
Find me solutionsWhat happens after I submit?
A text to me opens on your phone, already written. Send it and I'll ask what you're spending and roughly what's driving it. Then I make the intro. You don't have to book anything.
Will I get spammed?
No. You text me first, we go back and forth once, and I make an intro if there's something worth introducing you to. If there isn't, I'll tell you that instead. I don't sell your details.
Who will you introduce me to?
Someone who has brought a bill like yours down before. Which one depends on what your spend is actually made of, and I'll know that from the text before I make the intro.
We already tried cheaper models and quality dropped.
That's the usual result when you swap models by hand. The approaches worth knowing about measure quality on your own traffic before anything changes. Tell me what dropped and I'll point you at the right one.
How much can we actually save?
Depends entirely on your traffic, so I won't quote you a number. The teams I'd introduce you to will tell you what they see in workloads like yours, and they'll be specific.
Message me now.
Tell me what the bill looks like and what's driving it. I'll take it from there.
Find me solutions