Automation studio · EU-hosted

Most manual work is a decision nobody finished making.

We find the recurring handwork inside your processes, prove what it costs, and replace it with something that runs on its own. Scripts, workflows or language-model agents — whichever the problem actually needs.

Describe your process See how we work

Engagement
Analysis first, build second
Hosting
EU, or your own infrastructure
Lock-in
None. You keep the code
Typical entry
One process, four weeks

01 — The problem

Nobody budgets for the Monday morning two hours.

Symptom

It never shows up in a plan

Exports get copied, numbers get reconciled, mails get retyped. No line item, no owner, no end date. It is simply what Tuesdays are.

Cost

It is paid in the wrong currency

Two hours a week from someone hired to think is roughly twelve working days a year — spent on a task that was never designed, only inherited.

Why it persists

Tooling was never the blocker

The blocker is that nobody has written down what the process actually does, including the three exceptions everyone works around.

02 — How it works

Two stages, in this order, never merged.

Automating a process nobody has mapped is how you get an expensive version of the same mess. The analysis is not a formality before the real work — it is what makes the build short.

Reporting handover · before / after Illustrative
TODAY — 5 TOUCHES, ~2 H / WEEK 01 Pull export 02 Clean columns 03 Reconcile 04 Format sheet 05 Mail it out STAGE 1 — MAP IT, INCLUDING THE EXCEPTIONS STAGE 2 — 1 CHECKPOINT, ~4 MIN / WEEK A Trigger · scheduled B Fetch · normalise C Rules · exceptions D Human sign-off
Touches 5 → 1Weekly effort 120 min → 4 minExceptions documented, not hidden

03 — What you get

Artefacts, not a slide deck.

04 — Principles

What we will not do.

05 — Stack

Boring where it counts.

Chosen because they are self-hostable, inspectable and replaceable.

Pythonn8nDocker ComposeTraefikOllamaOpen WebUIPostgreSQLGoogle Apps ScriptREST · WebhooksGitHetzner · EUYour own environment

06 — Selected work

Two processes that no longer need a person.

Weekly marketplace reporting

A wholesaler with roughly 40 staff rebuilt the same sales report every Monday from four exports. We mapped it, found two of the four exports were redundant, and replaced the rest with a scheduled flow and one approval step.

Python · n8n · scheduled · EU-hosted

120 → 4minutes per week
4 → 2source systems

Invoice extraction and validation

Incoming supplier invoices were typed into the ERP by hand. A locally hosted model extracts, a rule set validates against the order, and anything ambiguous goes to a human queue rather than through it.

Ollama · rules engine · on-premise

0documents leaving the EU
~ 9 hsaved per month

07 — Background

We come from operations, not from consulting.

What we bring

Leadership of business intelligence, data science and product management. Accountability for a company-wide AI rollout. Before that, pricing and sales strategy in consulting, and growth in D2C commerce.

Why that matters here

We have had to defend automation work internally — against budget, against IT security, against the question of what happens to the hours it frees up. That is a different skill from building the solution. Both are needed.

08 — Contact

Send the boring details.

No calendar link. Write what the process is, and you will get a real answer rather than a discovery call.

hallo@scriptorix.ai
  • Which process, and who does it today
  • How often, and roughly how long it takes
  • Which systems it touches
  • What has to stay inside the company