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Methodology · How we work

From problem to delivery.

A single path, defined end to end. Each stage has a concrete deliverable and a criterion for moving on to the next.

01
Problem
02
Diagnostic
03
Proposal
04
Development
05
Validation
06
Delivery
Stages

The six stages, one by one.

01

Problem

We start by understanding the real bottleneck, not the imagined solution. We talk to the people who run the process every day, not only to those who describe it.

02

Diagnostic

We model the current workflow and isolate the friction points. If the development is not justified, we tell you so: that is part of the diagnostic.

03

Proposal

A short document with scope, success criteria, cost and timelines. We draw the line around what is in and, above all, what is not in this iteration.

04

Development

We build in short iterations with real reviews on real data. Code review, end-to-end tests and reproducible deployments, with the code documented.

05

Validation

Functional and load testing in an environment equivalent to production. Acceptance is measured against the agreed criteria, not against opinions.

06

Delivery

Deployment, team training and handover of the code and the infrastructure. Full ownership of the solution. Optional maintenance after delivery.

Principles

What we do not negotiate.

  • Privacy by design

    Your data and your models live in your account, not ours.

  • Full ownership of the code

    The client receives everything: repositories, infrastructure and documentation, with no technical lock-in to the supplier.

  • Return measured at every stage

    If a stage does not prove its value, we stop building. That avoids unnecessary spending and concentrates the effort where the return is.

  • Integration, not replacement

    We coexist with your current systems. Replacing them is rarely the best decision.

Getting started

A first conversation is enough.

The first call is free of charge. If your problem fits what we know how to solve, we will confirm it; and if it does not fit, we will tell you that too.

Let's talk