AI infrastructure knowledge base.
Our AI infrastructure knowledge base brings together four formats: articles on current questions, a German-language AI glossary for technical terms, implementation guides for concrete projects, and comparisons between approaches and tools. All of it is written for decision-makers in the Mittelstand, with no assumed technical background and a clear tie to real business questions.
What's on the shelf
Articles take on questions that keep coming up in our projects and that don't fit into two sentences. They aren't tied to an offering. When the facts change, we change the article instead of writing a new one. On the shelf: How long does an AI implementation take?
The glossary tells you what a term means when you meet it in a proposal or a tender. One entry, one thing, without a chain of references to work through first. On the shelf: What does private AI infrastructure mean?
A guide walks alongside a project that has already been decided: what happens in which order, where it usually stalls, what should be settled beforehand. Written for whoever has to prepare the decision. On the shelf: From pilot project into operations
A comparison puts two routes side by side and says from what point each one holds up. Usually that comes down to a number. We don't recommend either option outright, because the answer depends on volume, on your data and on your time horizon. On the shelf: Run a language model yourself or rent it?
Why we write this
We write these pages because we answer the same questions in every first call: what it costs, how long it takes, what happens after go-live, and what all of that depends on. They're good questions. They don't belong in a sales conversation where you can only answer them under time pressure.
Which is why the answer sits here instead, readable without an appointment. If you finish reading and conclude you don't need this, or don't need it from us, the page has done its job. The shelf grows slowly: we write once a project has taught us something that holds true beyond that project.
When reading isn't enough
At some point the general answer stops helping, because the next question depends on your own organisation: your data, your department, your volume. There are three routes from here. The tax advisors industry page shows how these topics look in one specific field. The cost calculator gives you a first ballpark to work with internally. And if you have a question nothing here fits, write to us via the contact page. We answer even when it doesn't turn into a project.