Data architecture studio

From chaos to clarity.

One source of truth your whole team trusts, and analysts who get their week back. Built properly, documented fully, handed over completely. AI where it earns its place, governed from day one.

Ask any question. You leave with an answer or a clear next step.

The problem

How many versions of last month's revenue do you have?

Most companies do not have one data problem. They have a chain reaction, and each link makes the next one worse.

Scattered sourcesevery tool keeps its own numbersBroken trustreports disagree, people re-checkEndless cleanupevery team fixes its own copyAI stallspilots never reach productionNUMBERS DRIFTCONFIDENCE DROPSNO CLEAN BASE
The chain does not break at the last link. It breaks at the first one. That is where the work starts.

How it works

One governed flow, from sources to answers.

This is the medallion architecture we build. Every source lands raw, gets cleaned and tested once, and feeds every dashboard and model from the same governed layer.

CRMERPFiles & sheetsSaaS APIsBronzeraw, as it arrivesSilvercleaned and testedGoldbusiness-readyDashboardsAI & agentsLANDCLEAN · TESTMODELSERVE
Sources land in Bronze exactly as they arrive. Silver cleans, conforms and tests. Gold carries the semantic layer that dashboards and AI read.

What we build

Four things, done properly.

Each one comes with a diagram you can read without a data background. What you see drawn here is what gets built, tested, documented and handed over.

See all services

The deliverables

What you keep.

Every engagement ends with a handover, not a renewal conversation. This is what lands in your hands, shown as samples, not staged client work.

Sample page · architecture doc

Data platform architecture

The design, written so anyone on your team can read it.

Sample · pipeline test run

stg_orders · not_null order_idPASS
stg_customers · unique customer_idPASS
fct_revenue · freshness under 2hPASS
dim_products · relationships validPASS
fct_margin · accepted_rangeFAIL
alert: engineer first

Every run tested. A failure alerts the engineer, it never surprises you.

Sample · runbook & your repos

Runbook · morning checks

your-company/data-platform
├─ dbt/
├─ docs/
├─ runbooks/
└─ infra/

Runbooks and keys, in repositories you own from the first commit.

No black boxes

Audit, design, build, handover. You keep the keys and the docs.

Book a free intake callAsk any question. 30 minutes, no deck, no obligations. You leave with an answer or a clear next step.

A few of our amazing clients

  • BNP Paribas Fortis
  • A.S.Adventure
  • CaptureTech
  • Ten Lives
  • Bever
  • Ivy
  • Duvel Moortgat
  • Cotswold Outdoor
  • Storage 24
  • Bodhiac