We partner with founders and operators to build AI-native products and put forward-deployed engineers inside real companies.





We learn on our
own products.
You get what works.
Every playbook AI Engineering brings into your company was tested on our own products first — our money, our risk, our scars. By the time it reaches you, it isn't theory anymore. It's knowledge that survived.
Nothing we recommend is untested. By the time an idea reaches a client, it has already earned its keep in our own P&L.

productsDvision · Spoky · Komplyo
our money, our risk
companyforward-deployed engineers
knowledge, running live
No tools. No theatre.
Just what goes live.
Impact, not hype
Everything we build pays into measurable impact — a number someone answers for. If it doesn't move the number, it doesn't ship.
Weeks, not quarters
Working software inside real processes, live in weeks. We'd rather ship a running system than present a concept deck.
Built for the busy 🐝
Our clients and members are focused, ambitious and results-driven. We build for people who'd rather do than talk.

Rooms don't build.
People do.
Home base is Berlin-Spandau — but what makes this place isn't the address, it's who's inside. A senior crew that likes building side by side, because most things simply move faster in the same room. Our forward-deployed engineers spend phases embedded at the client. What counts is what goes live.
The people
behind the work.
A senior-only crew. No layers, no hand-offs —
the people you meet are the people who build.




Let's look at the work
you shouldn't be doing.
A 30-minute call. We map one workflow, tell you if AI is the answer, and what it would take. No deck.