§00 · About
Why we build machtsinn.
Most AI projects fail not on the technology but on the context. We build the structure that makes AI reliable, and trade time and expertise for value.
AI that actually makes sense for Swiss companies.
We don't sell tools. Our focus is helping your company use the right tools in the right way, measured against your real workflows, not a vendor's slide deck. Practical, safe, and repeatable, in EN and DE.
Engineering is the part that decides whether the loop turns upward or downward: high-quality data, the right model, the right frameworks, structured context, and a deterministic layer for reliability, security and compliance.
Context engineering is also our research topic.
Context is never "done once." Alongside the advisory work we maintain mema, an open exploration of structured, verifiable AI memory. It keeps our method sharp as tools and models change.
Want to work with us?
Founded by Timo Haldi and Ardin Ibraimi. The first step is a short conversation, no hard sell.