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StudioProduct engineering & AI architecture

We engineer AI systems, software, and automation that hold up in production.

Most agencies hand you a demo. We hand you an architecture, a measurable result, and a system your team can still change in two years. Four capabilities, one accountable studio, delivered in weeks.

A fixed price band in 5 daysWeekly staging buildsSecurity review on every buildYou own every line of it
Reference architecture
Sources → Runtime → Surfaces
CRM & ticketsDocs & PDFsPostgresWebhooksFOLRIK RUNTIMERetrievalhybrid + rerankReasoningtyped tool callsGuardrailspolicy + limitsAssistantAutomationsDashboardsAlertsSOURCESSYSTEM WE BUILDSURFACES

This is the shape we build to: your data, a runtime that retrieves and reasons under explicit constraints, and the surfaces your team and customers actually touch. Every layer is observable, testable, and yours.

Commitments you can hold us to

$50
Per senior engineering hour
published, and every price built from it
5 days
To a fixed price band
the architecture sprint, credited in full
Weekly
Staging builds you can click
every Friday from week two
100%
Code and infrastructure ownership
in your accounts from day one

Engineered with

03Positioning

The difference is what happens after the demo.

Anyone can produce something impressive in a controlled environment. The engineering is in what holds up when it meets real data, real load, and your next two years of change requests.

Standard agency
How we operate

We build responsive websites and React apps.

We design the data model and the failure modes first, then write the code.

Pass work to junior devs after the sales pitch.

Principal Architect leading every engagement, on demand.

We fix bugs and optimise code.

We profile first, then fix what the measurements say is slow.

Here is a demo that worked in the meeting.

Here is the evaluation harness proving it works on your data.

Billed hourly, scope discovered as we go.

A fixed price band, and we carry the estimation risk.

Senior rates padded with office, sales, and account overhead.

Senior engineers at global rates, with the pricing math published.

Code delivered. Context stays with the agency.

Decision records, runbooks, and complete ownership.

04Engagement

How working with us actually goes.

No discovery phase that bills for six weeks and produces a slide deck. You get a plan with a number attached in the first week, and something running in the second.

  1. 01

    Discovery call

    15 minutes

    You describe the problem. We ask the four or five questions that determine the approach, and tell you on the call whether this is something we should build.

  2. 02

    Architecture sprint

    5 working days

    A fixed-fee week that produces the system design, the risk register, a phased plan, and a real number. You own the document either way, and it credits against the build.

  3. 03

    Build in weekly slices

    2 to 16 weeks

    Every Friday there is something in staging you can click. Types at the boundaries, tests on the paths that matter, and a changelog you can read without us in the room.

  4. 04

    Handover or embed

    Ongoing

    Architecture walkthrough, runbooks, and onboarding docs for whoever inherits it. Or we stay on as your engineering function. Both are fine outcomes.

Let us look at your architecture.

Two ways to start, both of them short. Bring the problem, not a specification — the first useful thing we do is tell you what we would build and roughly what it costs.

Book an architecture call

Fifteen minutes, no deck. We map your problem to an approach and tell you what a realistic scope and budget look like.

  • A specific technical recommendation
  • A budget band you can plan against
  • An honest answer if we are the wrong fit

Send a written brief

Prefer to write it down? Send us the shape of the problem and we will reply with a first take, usually under 12 hours.

  • Goes straight to an engineer, not a sales inbox
  • We reply with an approach, not a brochure
  • Links to repos, docs, and screenshots welcome