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AI & LLM integration

01 What you get
What you get
An LLM feature that survives real users: retrieval over your own data, evaluation so you can tell whether a prompt change helped, cost controls, and a fallback for when the model is wrong.
What we need from you
Representative data to retrieve over, and agreement on what a good answer looks like — that definition is what we build the evaluation against.
How long
6–12 weeks to first production release
Who you'll talk to
The principal engineer, who has designed agent layers on a multi-domain platform in production.
02 How we work

The same five steps, whatever we build

  1. 01

    Discovery call

    Free. We work out what you actually need built.

  2. 02

    Fixed-price roadmap

    Within a week. Scope, sequence and cost, in writing.

  3. 03

    Weekly working demos

    Not status reports — software you can click.

  4. 04

    Tested, secure launch

    With the tests and the deployment you keep.

  5. 05

    30 days support

    After launch, included.

03 Services
start-project.sh

$ tell us what you're building and where it's stuck

Architecture review or audit

We reply within one business day.

Let's talk about your build

Pick a time, or leave a note and we'll reply within one business day.

Stanislav Rybonka · Founder & Principal Engineer

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