THE DEMIRARI AI PROCESS

A single accountable team designs your hardware, engineers your model, and delivers a tuned system on your premises. Here’s exactly how it goes.

THE TIMELINE

Six stages. One accountable team.

Scroll through the engagement. Every stage ships deliverables you can hold us to.

YOUR PART

Three things get us started.

Your workload

What should the AI do, and how fast?

Your constraints

Power, space, noise, budget, compliance.

Your data

A governed sample to tune and evaluate against.

WHY THIS WAY

The middle path between DIY chaos and cloud lock-in.

Demirari AI bespoke

Recommended

DIY build

Cloud

Time to value

Weeks, to a fixed date

Months of trial & error

Fast start, endless tuning

Upfront cost

One fixed price

Parts + your team’s time

Low start, metered forever

Data custody

Never leaves your premises

Yours — if you get it right

Their building, their terms

Fit to workload

Exact — co-designed

Approximate

Generic SKUs

De-risked by design.

Fixed price

One number, agreed before we build. No per-token meter.

Performance target

We benchmark against the agreed spec before handoff.

You own it

Hardware, weights, and IP are yours, in writing.