---
title: "AI in Practice"
description: "4 articles from the SIMOSphere AI Lab on AI in Practice."
canonical: "https://simosphereai.com/en/blog/topic/in-practice"
lang: en
---

# AI in Practice

- [Sovereign AI is not a seal: Four questions decide it](https://simosphereai.com/en/blog/souveraene-ki-ist-eine-architekturentscheidung.md): Where computation happens, who holds the keys, who can be legally compelled, and whether you can get back out: four questions on sovereign AI and what it costs.
- [We are not a software vendor: when custom software pays off](https://simosphereai.com/en/blog/wann-eigene-software-sich-wirklich-lohnt.md): Four tests decide whether building your own software makes sense. In most cases at least one of them fails, and that is a good outcome.
- [Midsize companies: orchestrate AI instead of stacking tools](https://simosphereai.com/en/blog/ki-orchestrierung-mittelstand.md): Everyone who experimented with AI in 2025 is now sitting on half a dozen disconnected tools. What orchestration means, which three patterns cover most of the work, and where adoption really breaks down.
- [The digital twin in construction: from building to company](https://simosphereai.com/en/blog/digitaler-zwilling-bauwesen.md): Construction made the digital twin what it is, first as a BIM model, then as a live picture of operations. What carries over to a whole company, and where orchestration actually begins.

Rendered version: https://simosphereai.com/en/blog/topic/in-practice