Auto & Mobility

Today every vendor has an “AI-powered” answer to every problem. We start the other way around: with the question of whether it is worth it. We analyze your candidate processes and give an explicit verdict on each one — automate, semi-automate, automate without AI, or do not automate at all — with the break-even point calculated, not guessed.

Where the answer is “yes”, we build: computer vision that understands what your cameras see, agents that carry repetitive tasks through to the end, and models that turn data into answers rather than reports. A vendor who never turns anything down is not a consultant but a salesperson — we will also tell you “not now”, even when it costs us the project.

We do not sell isolated projects; we take our place beside you for the whole journey. We look at the organization as a whole — from the clean data at its foundation, through day-to-day operations and the governance shield, up to strategic decisions — and we work through the thirteen services of the governance pyramid in the order that brings you the most.

What sets this apart from classic consulting is that we stay after the presentation ends: we measure what changed, we put hands on the keyboard when needed, and we leave the tools, the procedures and the data in your possession. Our technical independence is precisely what you are paying for — and the only thing that protects you from decisions made in the vendor's interest.

You looked for a product to solve your problem and found only tools that do almost, but not exactly, what you need. We build software shaped around your real workflows — but only after we check honestly whether something already on the market costs less and carries less risk. A software house always has an interest in building; our interest is in it working for you.

We work in short iterations, with automated testing and continuous delivery, so you see the product running rather than reported. You pay for the result, not the hour — and the code, the documentation and the infrastructure remain yours, so you never depend on us more than you choose to.

The idea seems obvious to you and everyone around you agrees — yet no one outside the organization has been asked. We ask the question early, while the answer is still cheap: who the audience is, what problem you solve for them, and what evidence you have that they pay for it. The first confirmation that the market wants your product should not arrive after you have paid for development.

From there we turn the idea into a plan with an outline: a clearly bounded audience, the specifications that hold the product up, the architecture of the solution, and a stated prioritization criterion — so the roadmap stays a plan rather than a list of favors granted to the most insistent voice. The result is a first version that reaches a real user, on time.