Eval-aware AI infrastructure

The right model for every AI request.

Blackmount Gateway is one drop-in API that sends each request to the best model for your application — comparable quality, far lower cost. No rewrites, no lock-in, full visibility into what every request costs and why.

Built for teams shipping AI features in production. OpenAI-compatible — drop it in, keep your code.

The problem

One model for everything is the expensive way to ship AI.

Most teams pipe every request to a single premium model — and overpay on the easy ones, while having no clean way to prove quality when they switch.

You overpay on the easy stuff

The strongest model can cost 10–30× more per request than a smaller one that answers most prompts just as well.

Switching models is scary

Changing providers means re-testing quality by hand and hoping nothing regresses in production.

The bill is a black box

You can't see which requests cost what, or whether you're paying for quality you don't actually need.

The difference

Send everything to one model — or route intelligently.

Status quo
Blackmount Gateway
Every request hits your most expensive model
Each request goes to the cheapest model that meets your quality bar
Quality changes are a leap of faith
Routing is driven by your own quality standards, not guesswork
No idea what you're spending or why
Every request is accounted for — model, cost, and the reason it was chosen
Locked to one provider
Provider-neutral — switch or mix models without touching your code

How it works

Three steps. No rewrite.

01

Connect

Point your app at our OpenAI-compatible endpoint. One line — keep the rest of your code.

02

Route

Every request is sent to the best model for that request, against the quality bar you set.

03

Save

Your bill drops at comparable quality — and you can see exactly what each request cost and why.

up to ~80%

lower cost at comparable quality — by routing each request instead of overpaying on every one.

Typical range; depends on your traffic mix and quality bar.

What you get

Lower cost, kept-up quality, full visibility.

Drop-in, provider-neutral

OpenAI-compatible API. Add it without changing how you build — and never get locked to one vendor again.

Quality you can stand behind

Routing is anchored to your own quality standards, so cheaper doesn't mean worse.

Cost you can finally see

Per-request and per-conversation cost, with the routing decision behind each one — no more black-box bill.

Gets better with your traffic

The more it runs on your app, the sharper the routing — quality and savings compound over time.

Who's building it

From a team that ran LLMOps at scale.

Founded by Dr. Mehrdad Shirangi — Stanford PhD, former head of LLMOps (LLM Operations) at Cisco, and ex-Baker Hughes (autonomous systems, granted patent, $10M/quarter revenue line). Blackmount Gateway is the infrastructure we wished we'd had.

Get access

See it on your own traffic.

Tell us what you're building. We'll set you up with a private routing audit and early access.