Start a project · Selective intake

Tell us exactly what you want optimized. We work the whole stack.

Most teams only know one layer of the stack. We optimize and teach the complete thing, from how your people prompt, build agents, and wire up MCPs, down to serving, GPUs, kernels, and over time custom silicon. The more detail you give us, the sharper our first answer. We read every submission manually and tell you where we think we can actually help, including when the answer is "not yet."

✓ Goes straight to [email protected] ✓ Reviewed by a human, not a funnel ✓ No spam, no resale of your data
/01 · Who you are

You and your company

So we know who we are talking to and can look you up before we reply.

/02 · The problem

The problem, in your own words

Forget the jargon. What is actually wrong, or what do you want to be true that isn't yet?

/03 · Workload

What kind of workload is it?

Pick everything that applies. This shapes where the cost and latency usually hide.

Workload types
/04 · What you care about

What matters most to you?

Pick the outcomes that actually move your business. We optimize around these, not around what sounds cool.

Priorities
/05 · Which layers

Which layers do you want us on?

Take the whole stack, or pick the one layer you need. Not sure is a fine answer — that is what the diagnostic is for.

Layers
/06 · Your stack

Your stack today

Whatever you know. Blanks are fine — part of our job is to map what you are unsure about.

/07 · Budget

Budget and what a win is worth

This helps us size the engagement and tell you honestly whether it is worth it. Ranges are fine.

/08 · What you've tried

What have you already tried?

So we don't suggest things you've burned weeks on. Wins and dead ends both help.

/09 · What you haven't

What you haven't tried (and why)

Often the biggest wins are in the layer nobody on the team owns yet.

/10 · Timeline

Timeline & anything else

Your submission goes directly to [email protected] and is stored on our side so nothing is lost. We read every one manually and reply with the most honest next step: a diagnostic, a sprint, education, a migration plan, partner routing, or an honest "not a fit." We don't sell or resell your data.

Got it. Thank you.

Your details are in. We read these manually and will reply from [email protected], usually within a couple of business days, with where we think we can actually help. If it's urgent, email us directly at [email protected].

In the meantime, you can see the layers we work or read our research.